HEALTHONLINEUS

**Amazon’s One Medical Introduces New AI Tools Following Cleveland Clinic’s Announcement**

In the rapidly evolving landscape of healthcare, artificial intelligence (AI) is playing an increasingly pivotal role in transforming patient care, streamlining operations, and enhancing diagnostic accuracy. Recently, Amazon’s One Medical, a primary care provider acquired by the tech giant in 2023, has introduced a suite of new AI-powered tools aimed at improving patient outcomes and operational efficiency. This move comes on the heels of a similar announcement by the Cleveland Clinic, signaling a broader trend of AI adoption in the healthcare industry.

### The Growing Role of AI in Healthcare

Artificial intelligence has been making waves in healthcare for several years, with applications ranging from predictive analytics to personalized treatment plans. AI’s ability to process vast amounts of data quickly and accurately has made it an invaluable tool for healthcare providers looking to enhance patient care while reducing costs.

One Medical’s new AI tools are part of a broader trend in which healthcare organizations are leveraging machine learning algorithms, natural language processing (NLP), and other AI technologies to improve clinical decision-making, automate administrative tasks, and provide more personalized care.

### One Medical’s New AI Tools

One Medical’s latest AI-driven innovations are designed to address both patient-facing and back-end operational challenges. The tools aim to enhance the patient experience while also making healthcare delivery more efficient for providers. Here are some of the key features:

1. **AI-Powered Symptom Checker**: One of the most notable tools is an AI-powered symptom checker integrated into the One Medical app. This tool allows patients to input their symptoms and receive preliminary insights into potential conditions before their appointment. The AI uses a vast database of medical knowledge to provide suggestions, helping patients better understand their symptoms and prepare for their consultations with healthcare providers.

2. **Virtual Health Assistant**: One Medical has also introduced a virtual health assistant that can help patients schedule appointments, manage prescriptions, and answer common health-related questions. This virtual assistant is powered by natural language processing (NLP) and machine learning, allowing it to understand and respond to patient queries in real-time. The assistant can also provide reminders for medication adherence and follow-up appointments, improving patient engagement and outcomes.

3. **AI-Enhanced Diagnostics**: On the provider side, One Medical is integrating AI into its diagnostic processes. Machine learning algorithms are being used to analyze patient data, including lab results, imaging, and medical histories, to assist physicians in making more accurate diagnoses. These tools can flag potential issues that may be overlooked by human providers, ensuring that patients receive timely and accurate care.

4. **Administrative Automation**: One Medical is also using AI to streamline administrative tasks such as billing, coding, and claims processing. By automating these processes, the company aims to reduce the administrative burden on healthcare providers, allowing them to focus more on patient care. This also has the potential to reduce errors and speed up the reimbursement process for both patients and providers.

### Cleveland Clinic’s AI Announcement: A Catalyst for Industry-Wide Change

One Medical’s announcement follows a similar move by the Cleveland Clinic, which recently unveiled its own AI initiatives aimed at improving patient care and operational efficiency. The Cleveland Clinic, one of the most respected healthcare institutions in the world, has long been at the forefront of medical innovation. Its recent AI initiatives include the use of machine learning algorithms to predict patient outcomes, optimize treatment plans, and improve the accuracy of diagnostic imaging.

One of the Cleveland Clinic’s most notable AI projects is its collaboration with IBM’s Watson Health. The two organizations have been working together to develop AI tools that can analyze vast amounts of medical data and provide insights that help physicians make more informed decisions. These tools are being used in areas such as oncology, cardiology, and neurology, where accurate and timely diagnoses are critical to patient outcomes.

The Cleveland Clinic’s AI initiatives have garnered significant attention in the healthcare industry, and its endorsement of AI as a transformative tool for patient care has likely influenced other healthcare organizations, including One Medical, to accelerate their own AI adoption.

### The Future of AI in Healthcare

The introduction of AI tools by both One Medical and the Cleveland Clinic underscores the growing importance of artificial intelligence in the healthcare sector. As AI technology continues to advance, its applications in healthcare are likely to expand, offering new opportunities to improve patient care, reduce costs, and streamline operations.

However, the widespread adoption of AI in healthcare also raises important questions about data privacy, algorithmic bias, and the role of human providers in an increasingly automated healthcare system. While AI has the potential to revolutionize healthcare, it is essential that these tools are developed and implemented in a way that prioritizes patient safety, privacy, and equity.

### Conclusion

Amazon’s One Medical and the Cleveland Clinic are both leading the charge in the adoption of AI technologies in healthcare. By introducing AI-powered tools that enhance diagnostics, streamline administrative tasks, and improve patient engagement, these organizations are setting the stage for a future in which AI

**Walmart Introduces Same-Day Prescription Delivery Service: A Game-Changer for Healthcare Access**

In an era where convenience and speed are paramount, Walmart has once again stepped up to meet consumer demands by introducing a same-day prescription delivery service. This new offering is set to revolutionize the way Americans access their medications, providing a much-needed solution for those who require timely access to prescriptions but may not have the ability or time to visit a pharmacy in person. With this move, Walmart is positioning itself as a key player in the evolving healthcare landscape, where digital services and fast delivery are becoming increasingly essential.

### The Rise of Prescription Delivery Services

The COVID-19 pandemic accelerated the adoption of digital healthcare services, including telemedicine, online pharmacies, and prescription delivery. As people sought to minimize physical interactions and avoid crowded spaces, the demand for home delivery of medications surged. Retail giants like Amazon and CVS have already entered the prescription delivery space, and Walmart’s new service is a strategic response to this growing trend.

Walmart has long been a trusted name in retail, offering a wide range of products at affordable prices. Its foray into healthcare services, including pharmacy services, telehealth, and now same-day prescription delivery, is a natural extension of its mission to provide accessible and affordable solutions for everyday needs.

### How Walmart’s Same-Day Prescription Delivery Works

Walmart’s same-day prescription delivery service is designed to be user-friendly and efficient. Here’s how the process works:

1. **Prescription Fulfillment**: Customers can drop off their prescriptions at a Walmart pharmacy or have their healthcare provider send the prescription electronically.

2. **Order Placement**: Once the prescription is ready, customers can opt for same-day delivery through Walmart’s website or mobile app. The service is available for both new prescriptions and refills.

3. **Delivery Options**: Walmart partners with third-party delivery services, such as DoorDash, to ensure that medications are delivered promptly. In many cases, customers can receive their prescriptions within hours of placing the order.

4. **Cost**: The delivery fee is typically a flat rate, making it an affordable option for most customers. Additionally, Walmart’s competitive pricing on prescription medications ensures that customers are not overpaying for their healthcare needs.

5. **Availability**: The service is being rolled out in select locations initially, with plans to expand to more areas in the near future. Walmart aims to make the service available nationwide, ensuring that customers across the U.S. can benefit from the convenience of same-day delivery.

### Benefits of Same-Day Prescription Delivery

Walmart’s same-day prescription delivery service offers several key benefits for consumers:

1. **Convenience**: For busy individuals, elderly patients, or those with mobility issues, same-day delivery eliminates the need to travel to a pharmacy. This is especially beneficial for people who live in rural areas or have limited access to transportation.

2. **Timely Access to Medications**: In some cases, waiting even a day or two for a prescription can have serious health consequences. Same-day delivery ensures that patients can start their medications as soon as possible, which is critical for managing chronic conditions or treating acute illnesses.

3. **Safety and Comfort**: The ongoing pandemic has made many people more cautious about visiting public places. With same-day delivery, customers can avoid crowded pharmacies and have their medications delivered directly to their doorstep, reducing the risk of exposure to illness.

4. **Improved Medication Adherence**: One of the biggest challenges in healthcare is ensuring that patients take their medications as prescribed. By making it easier to access medications, Walmart’s delivery service may help improve medication adherence, leading to better health outcomes.

### Walmart’s Broader Healthcare Strategy

Walmart’s same-day prescription delivery service is part of a broader strategy to expand its presence in the healthcare sector. In recent years, the retail giant has made significant investments in healthcare services, including:

– **Walmart Health Centers**: These centers offer affordable healthcare services, including primary care, dental care, vision services, and mental health counseling. By providing a one-stop shop for healthcare needs, Walmart aims to make healthcare more accessible and affordable for all.

– **Telehealth Services**: Walmart has partnered with telehealth providers to offer virtual healthcare consultations. This allows customers to consult with healthcare professionals from the comfort of their homes, further enhancing the convenience of Walmart’s healthcare offerings.

– **Affordable Medications**: Walmart has long been known for its $4 generic prescription program, which offers low-cost medications for common conditions. The same-day delivery service builds on this commitment to affordability by making it easier for customers to access these low-cost medications.

### Challenges and Considerations

While Walmart’s same-day prescription delivery service offers numerous benefits, there are also some challenges and considerations to keep in mind:

1. **Geographic Limitations**: Initially, the service may only be available in select locations. Customers in rural or underserved areas may not have immediate access to

**Oven-Baked Pasta Casserole Recipe: A Comforting Classic**

Few dishes evoke the warmth and comfort of home quite like an oven-baked pasta casserole. This versatile, hearty meal is perfect for family dinners, potlucks, or even meal prepping for the week. With layers of pasta, rich sauce, melted cheese, and a variety of customizable ingredients, it’s no wonder baked pasta casseroles have become a staple in kitchens around the world.

In this article, we’ll walk you through a basic yet delicious oven-baked pasta casserole recipe, along with tips for customization to suit your taste preferences and dietary needs.

—

### **Ingredients:**

#### **For the Pasta:**
– 12 oz (340g) pasta (penne, rigatoni, ziti, or rotini work well)
– Salt (for boiling water)

#### **For the Sauce:**
– 2 tbsp olive oil
– 1 medium onion, finely chopped
– 3 cloves garlic, minced
– 1 lb (450g) ground beef, turkey, or Italian sausage (optional)
– 1 can (28 oz) crushed tomatoes
– 1 can (15 oz) tomato sauce
– 1 tsp dried oregano
– 1 tsp dried basil
– 1/2 tsp red pepper flakes (optional, for a bit of heat)
– Salt and pepper to taste
– 1 tbsp sugar (optional, to balance acidity)

#### **For the Cheese Layer:**
– 1 1/2 cups ricotta cheese (or cottage cheese for a lighter option)
– 1 egg
– 1/2 cup grated Parmesan cheese
– 2 cups shredded mozzarella cheese (divided)

#### **Optional Add-ins:**
– 1 cup sliced mushrooms
– 1 cup spinach or kale (fresh or frozen, thawed and drained)
– 1/2 cup black olives, sliced
– 1/2 cup bell peppers, diced
– 1/2 cup zucchini, diced

—

### **Instructions:**

#### **1. Preheat the Oven:**
Preheat your oven to 375°F (190°C). Grease a 9×13-inch baking dish with cooking spray or a light coating of olive oil.

#### **2. Cook the Pasta:**
Bring a large pot of salted water to a boil. Add the pasta and cook according to the package instructions until al dente (firm to the bite). Drain and set aside.

#### **3. Prepare the Sauce:**
– In a large skillet, heat the olive oil over medium heat. Add the chopped onion and sauté for 3-4 minutes until softened.
– Add the minced garlic and cook for another minute until fragrant.
– If using ground meat, add it to the skillet and cook until browned, breaking it up with a spoon as it cooks. Drain any excess fat.
– Stir in the crushed tomatoes, tomato sauce, oregano, basil, red pepper flakes, salt, and pepper. Add sugar if desired to balance the acidity of the tomatoes.
– Let the sauce simmer for 10-15 minutes, stirring occasionally. If you’re adding vegetables like mushrooms, bell peppers, or zucchini, sauté them in the sauce during this step.

#### **4. Prepare the Cheese Mixture:**
In a medium bowl, combine the ricotta cheese, egg, grated Parmesan, and 1 cup of the shredded mozzarella. Mix until well combined. This will create a creamy, cheesy layer for your casserole.

#### **5. Assemble the Casserole:**
– Spread a thin layer of the sauce on the bottom of the prepared baking dish.
– Add half of the cooked pasta in an even layer.
– Spoon half of the remaining sauce over the pasta.
– Dollop the ricotta mixture on top of the sauce and spread it out as evenly as possible.
– Add the remaining pasta on top of the ricotta layer.
– Pour the rest of the sauce over the pasta, ensuring everything is well coated.
– Sprinkle the remaining 1 cup of shredded mozzarella cheese evenly over the top.

#### **6. Bake the Casserole:**
Cover the dish with aluminum foil and bake in the preheated oven for 20 minutes. After 20 minutes, remove the foil and bake for an additional 10-15 minutes, or until the cheese is melted and bubbly, and the edges are slightly golden.

#### **7. Serve:**
Remove the casserole from the oven and let it rest for 5-10 minutes before serving. This helps the layers set and makes it easier to slice. Garnish with fresh basil or parsley if desired.

—

### **Tips for Customizing Your Baked Pasta Casserole:**

One of the best things about a baked pasta casserole is its flexibility. Here are some ideas for making it your own:

#### **1. Protein Variations:**
– **Vegetarian:** Skip the

**Blue Shield of California and Salesforce Collaborate to Automate Prior Authorization Process**

In a significant development aimed at improving healthcare efficiency, Blue Shield of California has partnered with Salesforce to automate the prior authorization process. This collaboration is designed to streamline a traditionally cumbersome and time-consuming procedure, benefiting both healthcare providers and patients by reducing delays in care and improving overall service delivery.

### The Challenge of Prior Authorization

Prior authorization (PA) is a process used by health insurance companies to determine if a prescribed procedure, service, or medication will be covered. While intended to control costs and ensure that treatments are medically necessary, the process has long been criticized for being slow, inefficient, and burdensome for healthcare providers and patients alike.

Doctors and healthcare providers often spend hours filling out forms and waiting for approval, which can delay critical treatments for patients. According to the American Medical Association (AMA), 91% of physicians report that prior authorization delays have negatively affected patient outcomes. Moreover, the manual nature of the process, including faxing forms and making phone calls, adds administrative costs and inefficiencies to the healthcare system.

### The Blue Shield of California and Salesforce Solution

In an effort to address these challenges, Blue Shield of California has teamed up with Salesforce, a global leader in customer relationship management (CRM) technology, to automate the prior authorization process. This collaboration leverages Salesforce’s cloud-based platform and artificial intelligence (AI) capabilities to create a more streamlined, efficient, and transparent system for managing prior authorizations.

#### Key Features of the Automated System

1. **Real-Time Decision Making**: The new system will enable real-time decision-making for many prior authorization requests. By integrating AI and machine learning algorithms, the platform can automatically approve certain requests that meet predefined criteria, reducing the need for manual intervention.

2. **Seamless Integration with Electronic Health Records (EHRs)**: The automated system is designed to integrate with existing EHR systems, allowing healthcare providers to submit prior authorization requests directly from the patient’s medical record. This eliminates the need for separate forms and reduces the risk of errors.

3. **Transparency and Communication**: The platform will provide real-time updates on the status of prior authorization requests, giving healthcare providers and patients greater visibility into the process. This transparency will help reduce uncertainty and anxiety for patients awaiting treatment.

4. **Reduction in Administrative Burden**: By automating much of the prior authorization process, the system will significantly reduce the administrative burden on healthcare providers. This will free up time for doctors and their staff to focus on patient care rather than paperwork.

5. **Data-Driven Insights**: The platform will collect and analyze data on prior authorization requests, enabling Blue Shield of California to identify trends and make data-driven decisions to further optimize the process. This could lead to more efficient policies and better outcomes for patients.

### Benefits for Stakeholders

#### For Patients
The automation of prior authorizations will lead to faster approvals for many treatments, reducing delays in care. Patients will no longer have to wait days or even weeks for their healthcare providers to receive approval for necessary treatments. This will be particularly beneficial for those with chronic conditions or those requiring urgent medical interventions.

#### For Healthcare Providers
Doctors and healthcare providers will experience a significant reduction in administrative workload. By automating routine approvals and providing real-time updates, the system will allow healthcare professionals to spend more time on patient care rather than navigating bureaucratic hurdles. Additionally, the integration with EHR systems will make it easier for providers to submit and track prior authorization requests.

#### For Blue Shield of California
For Blue Shield of California, the collaboration with Salesforce represents an opportunity to enhance operational efficiency and improve customer satisfaction. By automating the prior authorization process, the insurer can reduce administrative costs and improve relationships with both healthcare providers and patients. The data collected through the platform will also provide valuable insights that can be used to refine policies and improve service delivery.

#### For the Healthcare Industry
The collaboration between Blue Shield of California and Salesforce could serve as a model for the broader healthcare industry. As more insurers and healthcare providers adopt automated solutions, the industry as a whole could see significant improvements in efficiency, cost savings, and patient outcomes. The use of AI and machine learning in healthcare is still in its early stages, but this partnership demonstrates the potential for these technologies to transform key processes like prior authorization.

### The Role of Technology in Healthcare Transformation

The partnership between Blue Shield of California and Salesforce is part of a larger trend toward the digital transformation of healthcare. As healthcare costs continue to rise and the demand for services increases, technology is playing an increasingly important role in improving efficiency and reducing costs.

Cloud-based platforms, AI, and machine learning are being used to automate a wide range of processes, from billing and claims processing to patient scheduling and care coordination. These technologies have the potential to not only improve operational efficiency but also enhance the quality of care by enabling more personalized and data-driven treatment decisions.

Salesforce, with its expertise in CRM and

# Traditional Chicken Noodle Soup Recipe: A Nourishing and Satisfying Meal

When the temperatures drop or you’re feeling a bit under the weather, few meals can offer the same level of solace as a steaming bowl of chicken noodle soup. This traditional recipe not only delights the taste buds but is also loaded with nutrients, making it a favorite choice for numerous families. In this article, we’ll delve into the history of chicken noodle soup, its health advantages, and a detailed guide to creating your own soothing serving at home.

## The History of Chicken Noodle Soup

Chicken noodle soup boasts a deep-rooted history that traverses various cultures and eras. Although its precise beginnings are challenging to trace, adaptations of the dish are evident in many culinary heritages worldwide. The earliest documented recipes trace back to ancient societies, where chicken was thought to possess healing properties. In the United States, chicken noodle soup gained popularity in the early 1900s, especially during the Great Depression, when it was perceived as a cost-effective and nourishing option.

## Health Advantages of Chicken Noodle Soup

Chicken noodle soup is not just a soothing meal; it also provides numerous health perks:

1. **Hydration**: The broth in chicken noodle soup assists in keeping you hydrated, which is particularly vital when you’re ill or feeling unwell.

2. **Nutrient-Dense**: The mix of chicken, vegetables, and noodles delivers a range of vitamins and minerals. Chicken is a valuable protein source, while vegetables like carrots, celery, and onions contribute vitamins A, C, and K, along with fiber.

3. **Anti-Inflammatory Effects**: Research indicates that chicken soup may possess anti-inflammatory properties, which can help ease symptoms of colds and respiratory ailments.

4. **Comfort Food**: Beyond its physical advantages, chicken noodle soup often evokes sensations of warmth and comfort, making it an ideal dish for emotional health.

## Traditional Chicken Noodle Soup Recipe

### Ingredients

– 1 whole chicken (approximately 3-4 pounds), chopped into pieces
– 8 cups of water
– 2 tablespoons olive oil
– 1 large onion, diced
– 3 cloves garlic, minced
– 3 medium carrots, sliced
– 3 celery stalks, sliced
– 1 teaspoon dried thyme
– 1 teaspoon dried parsley
– 1 bay leaf
– Salt and pepper to taste
– 2 cups egg noodles (or any pasta you prefer)
– Fresh parsley, chopped (for garnish)

### Instructions

#### Step 1: Make the Broth

1. In a large saucepan, place the chicken pieces and cover them with 8 cups of water. Bring it to a boil over medium-high heat.
2. Once boiling, lower the heat and skim off any foam that rises to the surface. This will help clarify the broth.
3. Incorporate the bay leaf, thyme, and parsley. Season with salt and pepper. Cover and allow it to simmer for about 1 hour, or until the chicken is fully cooked and tender.

#### Step 2: Sauté the Vegetables

1. In another skillet, warm the olive oil over medium heat. Add the diced onion and sauté until it becomes translucent, about 5 minutes.
2. Stir in the minced garlic, carrots, and celery. Cook for an additional 5-7 minutes, until the vegetables are slightly tender.

#### Step 3: Combine and Cook

1. Once the chicken is ready, gently remove it from the pot and allow it to cool. Strain the broth to eliminate any solids and return the clear broth to the pot.
2. Mix the sautéed vegetables into the broth and bring it back to a gentle simmer.
3. While the vegetables are cooking, shred the cooled chicken into bite-sized pieces, discarding the skin and bones.
4. Add the shredded chicken and egg noodles to the pot. Cook for an extra 8-10 minutes, or until the noodles are done.

#### Step 4: Serve

1. Sample the soup and adjust the flavor with additional salt and pepper if necessary.
2. Serve the soup in bowls and garnish with fresh parsley. Enjoy it hot with crusty bread or crackers for a complete meal.

## Conclusion

Traditional chicken noodle soup is a timeless recipe that delivers warmth and nourishment. Whether you’re fighting off a cold, enjoying a cozy evening at home, or simply yearning for a comforting dish, this recipe will surely please. With its rich flavors and wholesome components, chicken noodle soup transcends mere food; it’s a hug in a bowl. So gather your ingredients, follow the steps, and savor a homemade serving of this cherished classic.

**Counsel Health Raises $11M in Seed Funding Led by Andreessen Horowitz (a16z)**

In a significant development for the digital health sector, **Counsel Health**, a promising startup focused on revolutionizing healthcare delivery, has successfully raised **$11 million in seed funding**. The funding round was led by the prestigious venture capital firm **Andreessen Horowitz (a16z)**, known for its investments in cutting-edge technology and healthcare companies. This investment marks a pivotal moment for Counsel Health as it seeks to expand its innovative platform and further its mission of improving healthcare accessibility and patient outcomes.

### The Vision Behind Counsel Health

Founded by a team of healthcare professionals and technologists, Counsel Health aims to address some of the most pressing challenges in the healthcare industry, including fragmented care, inefficiencies in patient management, and the growing demand for personalized healthcare solutions. The company’s platform leverages **artificial intelligence (AI)** and **data analytics** to streamline care coordination, enhance patient engagement, and provide clinicians with actionable insights to improve treatment outcomes.

At its core, Counsel Health is designed to empower both healthcare providers and patients by offering a comprehensive suite of tools that facilitate better communication, more accurate diagnoses, and personalized treatment plans. The platform integrates seamlessly with existing electronic health record (EHR) systems, allowing for real-time data sharing and collaboration across care teams.

### The Role of Andreessen Horowitz (a16z)

Andreessen Horowitz (a16z) is one of Silicon Valley’s most respected venture capital firms, with a strong track record of backing transformative companies in sectors such as fintech, enterprise software, and healthcare. The firm’s decision to lead Counsel Health’s seed funding round is a testament to the startup’s potential to disrupt the healthcare industry.

In recent years, a16z has shown a growing interest in healthcare technology, recognizing the need for innovation in a sector that has been slow to adopt digital solutions. By investing in companies like Counsel Health, a16z is betting on the future of **telemedicine**, **remote patient monitoring**, and **AI-driven healthcare solutions**.

### How Counsel Health Plans to Use the $11M Seed Funding

The $11 million raised in this seed round will be instrumental in helping Counsel Health scale its operations and accelerate product development. Specifically, the company plans to use the funds in the following areas:

1. **Platform Enhancement**: Counsel Health will continue to refine its AI-driven platform, adding new features that enhance the user experience for both patients and providers. This includes improving predictive analytics capabilities, expanding telehealth functionalities, and integrating more advanced clinical decision support tools.

2. **Expansion of Clinical Partnerships**: The company aims to forge new partnerships with healthcare providers, hospitals, and clinics to broaden the reach of its platform. By collaborating with a diverse range of healthcare organizations, Counsel Health can ensure that its technology is tailored to meet the needs of various patient populations and care settings.

3. **Hiring and Talent Acquisition**: Counsel Health plans to expand its team by hiring top talent in engineering, data science, and healthcare operations. This will enable the company to scale rapidly and maintain its competitive edge in the fast-evolving digital health landscape.

4. **Regulatory Compliance and Security**: As a healthcare technology company, Counsel Health is committed to ensuring that its platform complies with all relevant regulations, including **HIPAA** (Health Insurance Portability and Accountability Act) in the United States. Part of the funding will be allocated to strengthening the platform’s security infrastructure and ensuring that patient data is protected at all times.

5. **Market Expansion**: With the new capital, Counsel Health plans to expand its presence in key markets, both domestically and internationally. The company will focus on regions where there is a high demand for digital health solutions, particularly in areas with limited access to healthcare services.

### The Growing Importance of Digital Health

The COVID-19 pandemic has accelerated the adoption of digital health solutions, with telemedicine, remote monitoring, and AI-driven diagnostics becoming essential tools for healthcare providers. Patients are increasingly seeking convenient, accessible, and personalized care, and healthcare systems are under pressure to deliver high-quality services while managing costs.

Counsel Health is well-positioned to capitalize on these trends, offering a platform that not only improves patient outcomes but also reduces the administrative burden on healthcare providers. By leveraging AI and data analytics, the company is able to provide clinicians with real-time insights that can inform treatment decisions, ultimately leading to better care and more efficient use of resources.

### The Future of Counsel Health

With the backing of Andreessen Horowitz and other investors, Counsel Health is poised for rapid growth in the coming years. The company’s innovative approach to healthcare delivery has the potential to transform how care is provided, making it more patient-centric, efficient, and data-driven.

As the healthcare industry continues to evolve, companies like Counsel Health will play a critical role in shaping the future of care. By harnessing the

**Lin Health Announces Strategic Partnership with Mayo Clinic to Enhance Chronic Pain Management**

*October 2023*

**Introduction**

Lin Health, a leading digital health platform specializing in chronic pain management, has announced a groundbreaking partnership with the Mayo Clinic, one of the world’s most renowned healthcare institutions. This collaboration aims to revolutionize the way chronic pain is treated by integrating cutting-edge technology, evidence-based practices, and world-class medical expertise. The partnership is expected to improve patient outcomes, expand access to high-quality care, and set new standards in the field of pain management.

**The Growing Challenge of Chronic Pain**

Chronic pain affects over 50 million adults in the United States alone, according to the Centers for Disease Control and Prevention (CDC). Conditions such as fibromyalgia, arthritis, migraines, and neuropathic pain can severely impact a person’s quality of life, leading to physical limitations, emotional distress, and financial burdens. Traditional pain management approaches often rely on medications, including opioids, which carry risks of addiction and side effects. As a result, there is a growing demand for more holistic, personalized, and sustainable solutions to manage chronic pain.

**Lin Health: A Pioneer in Digital Pain Management**

Lin Health has emerged as a leader in the digital health space by offering a comprehensive, patient-centered approach to chronic pain management. The company’s platform combines telemedicine, personalized treatment plans, and behavioral health interventions to address the root causes of pain. Lin Health’s model emphasizes non-opioid treatments, including physical therapy, cognitive behavioral therapy (CBT), mindfulness, and lifestyle modifications. By leveraging data-driven insights and continuous patient monitoring, Lin Health provides tailored care that adapts to each patient’s unique needs.

**Mayo Clinic: A Global Leader in Healthcare Innovation**

The Mayo Clinic, consistently ranked among the top hospitals in the world, is renowned for its commitment to medical research, patient care, and education. With a multidisciplinary approach to healthcare, the Mayo Clinic has been at the forefront of developing innovative treatments for a wide range of conditions, including chronic pain. The institution’s expertise in pain management spans across various specialties, including neurology, orthopedics, and psychiatry, making it an ideal partner for Lin Health.

**Key Goals of the Partnership**

The collaboration between Lin Health and the Mayo Clinic is expected to bring several key benefits to patients, healthcare providers, and the broader medical community. Some of the primary goals of the partnership include:

1. **Enhanced Treatment Protocols**: By combining Lin Health’s digital platform with the Mayo Clinic’s clinical expertise, the partnership aims to develop new, evidence-based treatment protocols for chronic pain. These protocols will incorporate the latest research in pain science, behavioral health, and rehabilitation.

2. **Expanded Access to Care**: One of the major challenges in chronic pain management is access to specialized care, particularly for patients in rural or underserved areas. The partnership will leverage telemedicine to expand access to high-quality pain management services, allowing patients to receive expert care from the comfort of their homes.

3. **Personalized Care Plans**: The collaboration will focus on creating personalized care plans that take into account each patient’s medical history, lifestyle, and pain triggers. By using advanced data analytics and machine learning, Lin Health’s platform will continuously adapt these plans to optimize treatment outcomes.

4. **Patient Education and Empowerment**: Both Lin Health and the Mayo Clinic are committed to empowering patients with the knowledge and tools they need to manage their pain effectively. The partnership will offer educational resources, workshops, and support groups to help patients take an active role in their treatment journey.

5. **Research and Innovation**: The partnership will also prioritize research into new pain management techniques and technologies. By pooling resources and expertise, Lin Health and the Mayo Clinic hope to drive innovation in areas such as neuromodulation, regenerative medicine, and digital therapeutics.

**What This Means for Patients**

For patients living with chronic pain, the Lin Health-Mayo Clinic partnership represents a significant step forward in improving access to comprehensive, multidisciplinary care. Patients will benefit from a more holistic approach to pain management that goes beyond symptom relief to address the underlying causes of pain. The integration of digital tools and telemedicine will also make it easier for patients to stay connected with their care teams, track their progress, and adjust their treatment plans in real-time.

Moreover, the partnership’s focus on non-opioid treatments aligns with the growing movement towards safer, more sustainable pain management strategies. By reducing reliance on medications and incorporating behavioral health interventions, the collaboration aims to minimize the risks associated with long-term opioid use while improving overall patient well-being.

**The Future of Pain Management**

The Lin Health and Mayo Clinic partnership is poised to set a new standard for chronic pain management in the digital age. As healthcare continues to evolve, the integration of technology, data, and personalized care will play an increasingly important role in addressing complex medical conditions like chronic pain. By combining the strengths of a

**Withings Health Introduces Cellular-Connected Blood Pressure Monitor for Collecting Patient-Reported Outcomes**

In an era where digital health technologies are transforming the way we monitor and manage chronic conditions, Withings Health has taken a significant step forward by introducing a cellular-connected blood pressure monitor designed to collect patient-reported outcomes (PROs). This innovation is poised to revolutionize the management of hypertension and other cardiovascular conditions by providing real-time data to healthcare providers and empowering patients to take control of their health.

### The Need for Advanced Blood Pressure Monitoring

Hypertension, commonly known as high blood pressure, is a leading risk factor for cardiovascular diseases, including heart attacks, strokes, and heart failure. According to the World Health Organization (WHO), an estimated 1.28 billion adults worldwide suffer from hypertension, with many remaining undiagnosed or inadequately managed. Regular monitoring of blood pressure is crucial for early detection and effective management of the condition.

Traditional blood pressure monitoring methods, however, often fall short. Patients may forget to take readings, fail to report them to their healthcare providers, or struggle with the complexity of using digital devices. Additionally, healthcare providers often lack access to real-time data, making it difficult to adjust treatment plans promptly.

Withings Health’s cellular-connected blood pressure monitor addresses these challenges by offering a seamless, user-friendly solution that integrates real-time data collection with patient-reported outcomes.

### Key Features of the Withings Cellular-Connected Blood Pressure Monitor

1. **Cellular Connectivity**: Unlike traditional blood pressure monitors that rely on Bluetooth or Wi-Fi connections, Withings’ new device is equipped with cellular connectivity. This feature allows the monitor to automatically transmit blood pressure readings to a secure cloud platform without the need for a smartphone or internet connection. This is particularly beneficial for elderly patients or those living in areas with limited access to Wi-Fi.

2. **Patient-Reported Outcomes (PROs)**: The device goes beyond simply measuring blood pressure. It also prompts users to report additional health metrics and symptoms, such as headaches, dizziness, or chest pain, which can be crucial indicators of cardiovascular health. These patient-reported outcomes are collected alongside blood pressure readings and transmitted to healthcare providers in real-time.

3. **Ease of Use**: Withings has designed the device to be as user-friendly as possible. The monitor features a simple, one-button operation, and the cuff is easy to position on the arm. The cellular connectivity eliminates the need for pairing with a smartphone, making it accessible to users of all ages and technical abilities.

4. **Real-Time Data Sharing**: The cellular connection ensures that healthcare providers receive real-time updates on their patients’ blood pressure and reported symptoms. This allows for more timely interventions, such as medication adjustments or lifestyle recommendations, which can significantly improve patient outcomes.

5. **Integration with Health Platforms**: The blood pressure monitor is compatible with Withings’ Health Mate app, as well as other popular health platforms, including Apple Health and Google Fit. This allows users to track their health data over time and share it with their healthcare providers during consultations.

### Benefits for Patients and Healthcare Providers

The introduction of a cellular-connected blood pressure monitor with PRO collection offers numerous benefits for both patients and healthcare providers.

#### 1. **Improved Patient Engagement**
By making it easier for patients to monitor their blood pressure and report symptoms, Withings’ device encourages greater engagement in their own health management. Patients are more likely to adhere to their monitoring schedules and provide accurate data, which can lead to better health outcomes.

#### 2. **Enhanced Remote Monitoring**
For healthcare providers, the ability to receive real-time data from patients is a game-changer. Remote monitoring allows for more proactive management of hypertension and other cardiovascular conditions. Providers can identify trends, detect potential issues early, and adjust treatment plans without waiting for the next in-person appointment.

#### 3. **Reduced Healthcare Costs**
Effective remote monitoring can help reduce the need for emergency room visits and hospitalizations by catching potential problems before they escalate. This can lead to significant cost savings for both patients and healthcare systems.

#### 4. **Personalized Care**
With the addition of patient-reported outcomes, healthcare providers can gain a more comprehensive understanding of their patients’ health. This allows for more personalized care plans that take into account not only blood pressure readings but also how patients are feeling and any symptoms they may be experiencing.

### The Future of Hypertension Management

The launch of Withings’ cellular-connected blood pressure monitor is part of a broader trend toward the integration of digital health technologies into chronic disease management. As more devices become connected and capable of collecting real-time data, healthcare providers will be better equipped to deliver personalized, data-driven care.

Moreover, the collection of patient-reported outcomes represents a significant advancement in the way we understand and manage hypertension. By combining objective data (blood pressure readings) with subjective data (patient-reported symptoms), healthcare providers can gain a more holistic view of a patient’s health,

# Simple Shredded Chicken Recipe Using a Slow Cooker

Shredded chicken is an adaptable ingredient that can fit into numerous meals, including tacos, salads, sandwiches, and casseroles. A straightforward way to cook shredded chicken is by utilizing a slow cooker. This approach not only streamlines the cooking procedure but also guarantees that the chicken stays succulent and tasty. In this article, we’ll walk you through a simple recipe for shredded chicken using a slow cooker, along with suggestions for customization and storage.

## Ingredients

To create shredded chicken in a slow cooker, you will require the following ingredients:

– **2 to 3 pounds of boneless, skinless chicken breasts or thighs**
– **1 cup of chicken broth** (or low-sodium chicken broth)
– **1 teaspoon of garlic powder**
– **1 teaspoon of onion powder**
– **1 teaspoon of paprika** (optional)
– **Salt and pepper to taste**
– **Optional: Additional seasonings** (like cumin, chili powder, or Italian herbs)

## Instructions

### Step 1: Prepare the Chicken

1. **Trim the Chicken:** If needed, remove any excess fat from the chicken breasts or thighs. This will help decrease greasiness and enhance the overall texture of the shredded chicken.

### Step 2: Season the Chicken

2. **Season:** In a small bowl, combine the garlic powder, onion powder, paprika, salt, and pepper. Massage this seasoning blend over the chicken pieces to guarantee an even flavor.

### Step 3: Add Ingredients to the Slow Cooker

3. **Place in Slow Cooker:** Position the seasoned chicken at the bottom of the slow cooker. Pour the chicken broth over the chicken, making sure it is adequately covered. The broth will keep the chicken moist while cooking.

### Step 4: Cook the Chicken

4. **Set the Slow Cooker:** Cover the slow cooker with its lid and set it to cook on low for 6-8 hours or on high for 3-4 hours. The cooking duration may differ based on the size of the chicken pieces and the specific slow cooker model in use.

### Step 5: Shred the Chicken

5. **Check for Doneness:** Once the cooking time has elapsed, verify the chicken for doneness. It should be tender and easily torn apart with a fork. If it’s not ready, allow it to cook for an extra 30 minutes.

6. **Shred:** Using two forks, shred the chicken straight in the slow cooker, mixing it with the broth to keep it moist. Alternatively, you can move the chicken to a cutting board, shred it, and then return it to the slow cooker.

### Step 6: Serve or Store

7. **Serve:** Your shredded chicken is now prepared to be served! Incorporate it into tacos, salads, sandwiches, or any dish that requires shredded chicken.

8. **Store:** If you have leftovers, allow the chicken to cool completely before placing it in an airtight container. It can be refrigerated for up to 4 days or frozen for as long as 3 months. When reheating, add a splash of broth to retain moisture.

## Customization Tips

One of the fantastic aspects of shredded chicken is its flexibility. Here are several methods to personalize the flavor:

– **BBQ Chicken:** Instead of broth, mix in your preferred barbecue sauce in the slow cooker for a zesty twist.
– **Mexican Style:** Add diced tomatoes, green chilies, and taco seasoning for a flavorful Mexican-inspired shredded chicken.
– **Herb Infusion:** Include fresh herbs such as thyme, rosemary, or parsley for a refreshing flavor profile.
– **Spicy Kick:** Toss in sliced jalapeños or a splash of hot sauce for a spicier option.

## Conclusion

Preparing shredded chicken in a slow cooker is an easy and fulfilling task that delivers tasty outcomes. With just a handful of ingredients and minimal effort, you can make a versatile protein that enhances various meals. Whether you’re looking to meal prep for the week or seeking a quick dinner solution, this simple shredded chicken recipe is bound to become a favorite in your kitchen. Relish the convenience and taste of slow-cooked shredded chicken today!

**FDA Announces Official Guidelines for Regulating AI in Healthcare**

In a landmark move that could shape the future of healthcare, the U.S. Food and Drug Administration (FDA) has officially released comprehensive guidelines for the regulation of artificial intelligence (AI) and machine learning (ML) technologies in the medical field. These guidelines are designed to ensure that AI-driven healthcare solutions are safe, effective, and reliable, while also fostering innovation in this rapidly evolving sector.

The FDA’s new framework comes at a time when AI and machine learning are increasingly being integrated into healthcare systems, from diagnostic tools and predictive analytics to personalized treatment plans and robotic surgery. The agency’s guidelines aim to strike a balance between encouraging technological advancements and maintaining rigorous standards for patient safety.

### Background: The Rise of AI in Healthcare

AI and ML technologies have shown immense potential to transform healthcare by improving diagnostic accuracy, predicting patient outcomes, and optimizing treatment protocols. For example, AI algorithms can analyze medical images to detect early signs of diseases such as cancer, and machine learning models can predict patient deterioration in real-time, enabling timely interventions.

However, the rapid growth of AI in healthcare has also raised concerns about patient safety, data privacy, and the ethical implications of machine-driven decision-making. These concerns have prompted regulatory bodies like the FDA to establish guidelines that ensure AI technologies are used responsibly and effectively in clinical settings.

### Key Elements of the FDA’s AI/ML Regulatory Framework

The FDA’s new guidelines are built around several core principles that aim to provide clarity for developers, healthcare providers, and patients. These principles include:

#### 1. **Risk-Based Approach**
The FDA will continue to use a risk-based framework to assess AI and ML technologies. This means that the regulatory requirements will vary depending on the intended use of the AI system, the potential risks to patients, and the level of human oversight involved. For example, an AI tool used to assist in diagnosing a life-threatening condition may face more stringent scrutiny than an AI system used for administrative tasks like scheduling.

#### 2. **Transparency and Explainability**
One of the key challenges with AI in healthcare is the “black box” nature of many machine learning models, where the decision-making process is not easily understood by humans. The FDA’s guidelines emphasize the importance of transparency and explainability, requiring developers to provide clear documentation on how their AI systems work, how they make decisions, and how they were trained. This will help healthcare providers and patients trust AI-driven recommendations and ensure accountability.

#### 3. **Continuous Learning and Adaptation**
Unlike traditional medical devices, AI systems can evolve over time as they learn from new data. The FDA’s guidelines introduce a “total product lifecycle” approach to regulation, which allows for continuous monitoring and updates to AI systems after they have been approved. This is particularly important for machine learning models that may improve their performance as they are exposed to more real-world data. Developers will need to provide a plan for post-market surveillance and updates to ensure that AI systems remain safe and effective.

#### 4. **Data Quality and Bias Mitigation**
AI systems are only as good as the data they are trained on. Poor-quality data or biased datasets can lead to inaccurate or unfair outcomes, particularly for underrepresented populations. The FDA’s guidelines stress the importance of using high-quality, diverse, and representative data to train AI models. Developers will also be required to implement strategies to detect and mitigate bias in their algorithms, ensuring that AI tools provide equitable care for all patients.

#### 5. **Collaboration with Stakeholders**
The FDA recognizes that regulating AI in healthcare is a complex task that requires input from multiple stakeholders, including healthcare providers, patients, developers, and other regulatory agencies. The guidelines encourage collaboration between these groups to ensure that AI technologies are developed and deployed in a way that meets the needs of the healthcare system while protecting patient safety.

### Impact on AI Developers and Healthcare Providers

The FDA’s new guidelines will have a significant impact on AI developers and healthcare providers. For developers, the guidelines provide a clearer regulatory pathway for bringing AI products to market. However, they also introduce new requirements for transparency, post-market monitoring, and bias mitigation, which may increase the complexity and cost of developing AI systems.

Healthcare providers, on the other hand, will benefit from greater confidence in the safety and effectiveness of AI tools. The guidelines will help ensure that AI systems used in clinical settings are reliable and that providers have a clear understanding of how these systems make decisions. This is particularly important as AI becomes more integrated into clinical workflows, where it may assist with diagnosis, treatment planning, and patient monitoring.

### Challenges and Future Directions

While the FDA’s guidelines represent a significant step forward, there are still challenges to be addressed. One of the biggest challenges is the rapid pace of AI innovation, which can outstrip the ability of regulatory frameworks to keep up. The FDA has acknowledged this challenge and has committed to continuously updating its guidelines as new technologies emerge.

Another challenge is the