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HIMSS Analytics Introduces Maturity Assessment Model to Enhance Smart AI Implementation

**HIMSS Analytics Introduces Maturity Assessment Model to Enhance Smart AI Implementation**

The rapid advancement of artificial intelligence (AI) in healthcare has brought about transformative changes in how care is delivered, managed, and optimized. However, with these advancements come challenges related to the effective and responsible implementation of AI technologies. To address these challenges, HIMSS Analytics, a globally recognized leader in healthcare IT data and analytics, has introduced a new Maturity Assessment Model designed to enhance the deployment and integration of AI in healthcare settings. This model aims to provide healthcare organizations with a structured framework to assess their readiness and maturity in adopting AI solutions, ensuring that AI is implemented in a way that maximizes benefits while minimizing risks.

### The Growing Role of AI in Healthcare

AI has the potential to revolutionize healthcare by improving diagnostic accuracy, enhancing patient outcomes, reducing operational inefficiencies, and enabling personalized medicine. From AI-driven imaging tools to predictive analytics for population health management, AI applications are becoming increasingly prevalent across the healthcare ecosystem. However, successful AI implementation requires more than just technology adoption. It demands a comprehensive understanding of organizational readiness, data governance, workforce capabilities, and ethical considerations.

### The Need for a Maturity Assessment Model

Despite the growing interest in AI, many healthcare organizations struggle with the complexities of integrating AI into their existing workflows. Challenges such as data quality, interoperability, staff training, and regulatory compliance can hinder the successful deployment of AI technologies. Moreover, organizations often lack a clear roadmap to guide them through the various stages of AI adoption.

Recognizing these challenges, HIMSS Analytics developed the Maturity Assessment Model to provide healthcare organizations with a standardized approach to evaluate their AI readiness. The model helps organizations identify gaps in their current capabilities, prioritize areas for improvement, and create a strategic plan for AI adoption that aligns with their clinical and operational goals.

### Key Components of the HIMSS AI Maturity Assessment Model

The HIMSS AI Maturity Assessment Model is designed to assess an organization’s AI capabilities across several key dimensions. These dimensions include:

1. **Data Infrastructure and Management**: AI relies heavily on high-quality data to deliver accurate insights. This dimension assesses the organization’s ability to collect, store, and manage data in a way that supports AI applications. It also evaluates the organization’s data governance policies, including data privacy, security, and interoperability.

2. **AI Strategy and Governance**: A clear AI strategy is essential for successful implementation. This dimension examines whether the organization has a defined AI strategy that aligns with its overall mission and goals. It also assesses the governance structures in place to oversee AI initiatives, including leadership involvement, ethical considerations, and regulatory compliance.

3. **Workforce Readiness**: AI adoption requires a workforce that is skilled in both clinical and technical aspects of AI. This dimension evaluates the organization’s efforts to train and educate staff on AI technologies, as well as its ability to attract and retain AI talent.

4. **Clinical and Operational Integration**: For AI to deliver value, it must be seamlessly integrated into clinical and operational workflows. This dimension assesses the organization’s ability to incorporate AI into its day-to-day operations, including how AI tools are used to support clinical decision-making, patient care, and administrative processes.

5. **Performance Measurement and Outcomes**: AI should deliver measurable improvements in patient outcomes and operational efficiency. This dimension evaluates the organization’s ability to track and measure the impact of AI on key performance indicators, such as patient satisfaction, clinical outcomes, and cost savings.

6. **Ethical and Regulatory Considerations**: AI in healthcare raises important ethical and legal questions, particularly around patient privacy, bias, and accountability. This dimension assesses the organization’s approach to addressing these concerns, including compliance with relevant regulations and the implementation of ethical AI practices.

### Benefits of the HIMSS AI Maturity Assessment Model

The HIMSS AI Maturity Assessment Model offers several key benefits for healthcare organizations looking to adopt AI:

– **Structured Roadmap for AI Adoption**: The model provides a clear, step-by-step framework that organizations can follow to assess their AI readiness and maturity. This helps organizations avoid the pitfalls of ad-hoc AI implementation and ensures that AI is adopted in a strategic, coordinated manner.

– **Identification of Gaps and Opportunities**: By evaluating their capabilities across multiple dimensions, organizations can identify specific areas where they need to improve to successfully implement AI. This allows them to prioritize investments in areas such as data infrastructure, workforce training, or governance.

– **Improved Decision-Making**: The model helps organizations make informed decisions about AI adoption by providing a comprehensive view of their readiness. This reduces the risk of costly mistakes and ensures that AI investments are aligned with the organization’s overall goals.

– **Enhanced Collaboration and Accountability**: The model encourages collaboration across different departments, including IT, clinical, and administrative teams. It also promotes accountability by establishing clear governance structures to oversee AI initiatives.

– **Ethical and Responsible AI Implementation**: By emphasizing ethical and regulatory considerations, the model ensures that AI

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Suki Raises $70M to Expand AI-Powered Ambient Scribe Solutions

**Suki Raises $70M to Expand AI-Powered Ambient Scribe Solutions**

In the rapidly evolving landscape of healthcare technology, artificial intelligence (AI) continues to play a transformative role in improving efficiency and reducing administrative burdens. One company at the forefront of this revolution is **Suki**, a leading provider of AI-powered voice solutions designed to assist healthcare professionals with documentation and administrative tasks. In a significant development, Suki recently announced that it has raised **$70 million** in a Series C funding round to further expand its AI-powered **ambient scribe solutions**.

This funding round, led by **March Capital**, with participation from **Philip Ventures**, **Flare Capital Partners**, and **Breyer Capital**, brings Suki’s total funding to over $95 million. The new capital will be used to accelerate the development of Suki’s AI platform, expand its customer base, and enhance its product offerings to meet the growing demand for AI-driven solutions in healthcare.

### The Problem: Administrative Burden in Healthcare

One of the most significant challenges facing healthcare providers today is the overwhelming amount of time spent on administrative tasks, particularly clinical documentation. Physicians and other healthcare professionals often spend hours each day completing patient notes, updating electronic health records (EHRs), and managing other paperwork. This administrative burden not only leads to burnout but also reduces the amount of time clinicians can spend with patients, ultimately impacting the quality of care.

According to a 2016 study published in the journal *Annals of Internal Medicine*, physicians spend nearly **two hours on administrative tasks for every one hour of direct patient care**. This imbalance has led to widespread dissatisfaction among healthcare providers, with many citing documentation as one of the primary reasons for burnout.

### Suki’s Solution: AI-Powered Ambient Scribe

Suki aims to address this problem by offering an AI-powered **ambient scribe** solution that automates clinical documentation. The company’s flagship product, **Suki Assistant**, is a voice-enabled digital assistant that listens to conversations between clinicians and patients and automatically generates accurate, structured clinical notes. This allows physicians to focus on patient care while Suki handles the documentation in the background.

Suki’s AI platform leverages **natural language processing (NLP)** and **machine learning** to understand medical terminology, context, and clinical workflows. The system is designed to integrate seamlessly with existing EHR systems, making it easy for healthcare providers to adopt without disrupting their current processes. By reducing the time spent on documentation, Suki enables clinicians to reclaim valuable time, improve productivity, and reduce burnout.

### Key Features of Suki Assistant

1. **Voice-Activated Documentation**: Clinicians can dictate patient notes directly into the system using natural language, and Suki automatically generates structured, accurate documentation.

2. **EHR Integration**: Suki integrates with major EHR platforms, allowing clinicians to update patient records, retrieve information, and complete tasks without leaving their workflow.

3. **Customizable Workflows**: The platform is designed to adapt to the specific needs of different specialties and practices, ensuring that it fits seamlessly into existing clinical workflows.

4. **AI-Driven Learning**: Suki’s AI continuously learns from user interactions, improving its accuracy and efficiency over time.

5. **Ambient Mode**: In addition to voice commands, Suki can operate in an “ambient” mode, passively listening to conversations between clinicians and patients and generating notes without requiring active input.

### The Impact of AI-Powered Scribes

The potential impact of AI-powered scribe solutions like Suki’s is significant. By automating clinical documentation, Suki can help healthcare providers reduce the time spent on administrative tasks by up to **70%**, according to the company. This not only improves efficiency but also enhances the overall patient experience, as clinicians can devote more time to direct patient care.

Moreover, reducing the administrative burden can have a positive impact on physician well-being. Burnout is a major issue in the healthcare industry, with studies showing that nearly **50% of physicians** experience symptoms of burnout. By alleviating some of the documentation load, Suki’s solution can help reduce stress and improve job satisfaction among healthcare providers.

### Expanding the Reach of Suki’s AI Solutions

With the new $70 million in funding, Suki plans to expand its product offerings and reach a broader audience of healthcare providers. The company aims to enhance its AI capabilities, making its platform even more intuitive and efficient. Additionally, Suki plans to invest in expanding its sales and marketing efforts to increase adoption among healthcare organizations of all sizes.

One of the key areas of focus for Suki will be expanding its presence in **specialty care** settings, where the complexity of documentation can be particularly challenging. By tailoring its AI-powered scribe solutions to meet the unique needs of different specialties, Suki hopes to provide even greater value to healthcare providers.

### The Growing Market for AI in Healthcare

Suki’s success

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Rich and Creamy Wild Rice Soup with Vegetables

**Rich and Creamy Wild Rice Soup with Vegetables: A Hearty and Nutritious Comfort Dish**

As the days grow colder and the desire for warm, comforting meals increases, few dishes can match the soothing satisfaction of a rich and creamy wild rice soup with vegetables. This hearty soup is not only a delightful treat for your taste buds but also a nutritious meal that can easily be adapted to suit various dietary preferences. Whether you’re looking for a cozy dinner option or a nourishing lunch, this soup is sure to become a staple in your kitchen.

### The Star Ingredient: Wild Rice

Wild rice, despite its name, is not technically rice but rather the seed of aquatic grasses native to North America. It has been a staple food for indigenous peoples for centuries and is prized for its nutty flavor, chewy texture, and impressive nutritional profile. Wild rice is rich in protein, fiber, and essential minerals such as magnesium, phosphorus, and zinc. Additionally, it is naturally gluten-free, making it a great option for those with gluten sensitivities.

Wild rice adds a unique depth of flavor and texture to soups, making it the perfect base for a creamy vegetable soup. Its earthy, slightly smoky taste pairs beautifully with the sweetness of root vegetables and the richness of a creamy broth.

### A Symphony of Vegetables

One of the best things about wild rice soup is its versatility when it comes to vegetables. You can use a wide variety of vegetables to suit your taste or whatever you have on hand. Some popular choices include:

– **Carrots**: Their natural sweetness complements the nuttiness of wild rice.
– **Celery**: Adds a fresh, slightly peppery flavor that balances the richness of the soup.
– **Onions**: Provide a savory base and enhance the overall flavor of the dish.
– **Mushrooms**: Their umami flavor and meaty texture make them a great addition, especially for those seeking a more robust, hearty soup.
– **Potatoes**: Add creaminess and bulk, making the soup even more filling.
– **Spinach or Kale**: These leafy greens add a pop of color and a boost of nutrients like iron and vitamins A and C.

Feel free to experiment with other vegetables such as bell peppers, zucchini, or even sweet potatoes to create your own unique version of the soup.

### The Creamy Element

The “creamy” aspect of this soup can be achieved in several ways, depending on your dietary preferences. Traditional recipes often call for heavy cream, half-and-half, or milk to create a rich and velvety texture. However, if you’re looking for a lighter or dairy-free option, there are plenty of alternatives:

– **Coconut Milk**: Adds a subtle sweetness and creaminess without the use of dairy.
– **Cashew Cream**: Soaked and blended cashews create a thick, creamy texture that mimics dairy-based creams.
– **Plant-Based Milk**: Almond, oat, or soy milk can be used as a lighter, vegan-friendly alternative.
– **Pureed Vegetables**: Blending a portion of the cooked vegetables (such as potatoes or cauliflower) can naturally thicken the soup without the need for cream.

### Building the Perfect Broth

The base of the soup is just as important as the ingredients that go into it. A flavorful broth is essential for a rich and satisfying soup. You can use:

– **Vegetable Broth**: Ideal for a vegetarian or vegan version of the soup. Opt for a low-sodium variety to control the saltiness.
– **Chicken Broth**: Adds a deeper, savory flavor for those who prefer a non-vegetarian option.
– **Mushroom Broth**: For an extra umami punch, mushroom broth can elevate the earthy flavors of the wild rice and vegetables.

To enhance the broth, consider adding herbs and spices such as thyme, bay leaves, garlic, and black pepper. A dash of soy sauce or tamari can also add depth and complexity to the flavor.

### How to Make Rich and Creamy Wild Rice Soup with Vegetables

Here’s a basic recipe to get you started:

#### Ingredients:
– 1 cup wild rice, rinsed
– 1 tablespoon olive oil or butter
– 1 medium onion, diced
– 2 carrots, diced
– 2 celery stalks, diced
– 8 oz mushrooms, sliced
– 3 garlic cloves, minced
– 4 cups vegetable or chicken broth
– 1 cup water
– 1 cup heavy cream (or coconut milk for a dairy-free option)
– 1 teaspoon dried thyme
– 1 bay leaf
– Salt and pepper to taste
– 2 cups fresh spinach or kale (optional)
– Fresh parsley for garnish

#### Instructions:

1. **Cook the Wild Rice**: In a medium saucepan, combine the wild rice with 2 cups of water. Bring to a

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Sausage and Tortellini Soup Recipe: A Robust and Tasty Dish

### Sausage and Tortellini Soup Recipe: A Wholesome and Tasty Dish

As the temperatures drop and the nights become longer, there’s nothing more soothing than a cozy bowl of soup. One of the most comforting and delicious choices is a robust sausage and tortellini soup. This meal blends flavorful Italian sausage, soft tortellini, and an assortment of vegetables in a hearty broth, making it an ideal dish for brisk evenings. In this article, we’ll dive into the ingredients, cooking methods, and helpful suggestions to tailor this scrumptious soup to your liking.

#### Ingredients

To prepare a tasty sausage and tortellini soup, you will need the following ingredients:

– **1 pound Italian sausage** (mild or spicy, based on your preference)
– **1 medium onion**, chopped
– **2-3 cloves garlic**, minced
– **3-4 cups chicken or vegetable broth**
– **1 can (14.5 oz) diced tomatoes** (with juices)
– **2 cups fresh or frozen tortellini** (cheese or meat-filled)
– **2 cups fresh spinach** (or kale)
– **1 teaspoon dried Italian herbs** (like basil, oregano, and thyme)
– **Salt and pepper**, to taste
– **Olive oil**, for sautéing
– **Grated Parmesan cheese**, for serving (optional)

#### Preparation Steps

1. **Cook the Sausage**: In a large pot or Dutch oven, warm a tablespoon of olive oil over medium heat. Incorporate the Italian sausage, breaking it up with a wooden spoon. Sauté until browned and thoroughly cooked, around 5-7 minutes. Take the sausage out of the pot and set it aside, retaining the drippings in the pot.

2. **Sauté the Vegetables**: In the same pot, add the chopped onion and sauté for about 3-4 minutes until it turns translucent. Add the minced garlic and cook for one more minute, stirring often to prevent burning.

3. **Combine Broth and Tomatoes**: Add the chicken or vegetable broth and the can of diced tomatoes (including their juices). Stir well, scraping up any browned bits from the bottom of the pot to enhance the flavor.

4. **Reintroduce the Sausage**: Place the cooked sausage back into the pot. Stir in the dried Italian herbs, salt, and pepper. Bring the mixture to a gentle simmer and let it cook for about 10 minutes to blend the flavors.

5. **Stir in Tortellini**: Add the tortellini and cook according to package directions, typically about 3-5 minutes, until they are tender and cooked through.

6. **Add Greens**: Just before serving, toss in the fresh spinach (or kale) and stir until it wilts. Taste and adjust the seasoning if needed.

7. **Serve**: Ladle the soup into bowls and sprinkle with grated Parmesan cheese if you like. Pair your hearty sausage and tortellini soup with crusty bread or a side salad for a complete meal.

#### Customization Tips

One of the greatest features of this soup is its adaptability. Here are some suggestions to modify the recipe to your preference:

– **Vegetarian Option**: Replace the sausage with plant-based sausage or omit it altogether. You can boost the flavor by adding more vegetables, such as bell peppers, zucchini, or mushrooms.
– **Incorporate More Vegetables**: Feel free to add other vegetables like carrots, celery, or corn for increased nutrition and flavor.
– **Increase the Spice**: If you like it spicy, incorporate red pepper flakes or diced jalapeños into the soup while cooking the onions.
– **Creamy Touch**: For a creamier texture, mix in a splash of heavy cream or half-and-half just before serving.
– **Fresh Herb Addition**: Fresh herbs like parsley or basil can be added at the end for a fresh burst of flavor.

#### Conclusion

Sausage and tortellini soup is a wholesome and flavorful dish that’s suitable for any occasion, particularly during the colder seasons. With its rich tastes and satisfying components, it’s bound to become a family favorite. Whether you adhere to the classic recipe or adjust it to your liking, this soup is a wonderful approach to warm up and nourish your body. So gather your ingredients, roll up your sleeves, and delight in the comforting embrace of a homemade bowl of sausage and tortellini soup!

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FDA Grants Clearance to Happy Health’s Smart Ring for Health Monitoring

**FDA Grants Clearance to Happy Health’s Smart Ring for Health Monitoring**

In a significant advancement for wearable health technology, the U.S. Food and Drug Administration (FDA) has granted clearance to Happy Health’s Smart Ring, a cutting-edge device designed to monitor various health metrics. This approval marks a pivotal moment for both the company and the broader health-tech industry, as it underscores the growing role of wearable devices in preventive healthcare and chronic disease management.

### Overview of Happy Health’s Smart Ring

Happy Health, a company known for its innovative approach to health monitoring, has developed a sleek, lightweight ring that integrates advanced sensors to track a wide range of physiological parameters. The Smart Ring is designed to provide users with real-time insights into their health, empowering them to make informed decisions about their well-being.

The device is equipped with sensors that monitor key health metrics, including:

– **Heart Rate**: Continuous tracking of heart rate, helping users monitor cardiovascular health.
– **Blood Oxygen Levels (SpO2)**: Measurement of oxygen saturation in the blood, a critical indicator of respiratory health.
– **Body Temperature**: Monitoring fluctuations in body temperature, which can help detect early signs of illness or infection.
– **Sleep Patterns**: Detailed analysis of sleep stages, including REM and deep sleep, to provide insights into sleep quality.
– **Activity Levels**: Tracking daily physical activity, including steps, calories burned, and overall movement.

The Smart Ring is designed to be worn 24/7, providing continuous monitoring without the bulkiness of traditional wearables like smartwatches or fitness bands. Its discreet design makes it an attractive option for users who want to track their health without wearing a visible device.

### FDA Clearance: A Milestone for Happy Health

The FDA’s clearance of Happy Health’s Smart Ring is a testament to the device’s accuracy and reliability in health monitoring. The regulatory approval process involves rigorous testing to ensure that the device meets the necessary standards for safety and effectiveness. By receiving FDA clearance, Happy Health has demonstrated that its Smart Ring can provide clinically accurate data, making it a viable tool for both consumers and healthcare professionals.

This clearance is particularly significant because it allows the Smart Ring to be used in medical settings, such as hospitals and clinics, as well as by individuals for personal health monitoring. The device can now be integrated into telemedicine platforms, enabling remote patient monitoring and facilitating early detection of potential health issues.

### The Role of Wearable Devices in Healthcare

Wearable health devices have gained immense popularity in recent years, driven by advancements in sensor technology and the increasing demand for personalized health data. These devices offer a convenient way for individuals to monitor their health in real-time, providing valuable insights that can help prevent or manage chronic conditions such as heart disease, diabetes, and sleep disorders.

The FDA’s clearance of Happy Health’s Smart Ring highlights the growing acceptance of wearable technology in the healthcare industry. As more devices receive regulatory approval, they are likely to play an increasingly important role in preventive care, chronic disease management, and remote patient monitoring.

One of the key benefits of wearable health devices is their ability to collect continuous data, which can provide a more comprehensive picture of a person’s health compared to traditional, intermittent measurements taken during doctor visits. This continuous monitoring can help detect early warning signs of health issues, allowing for timely intervention and potentially reducing the need for more invasive treatments down the line.

### Potential Applications of the Smart Ring

The Happy Health Smart Ring has a wide range of potential applications, both for individual users and healthcare providers. Some of the key use cases include:

1. **Chronic Disease Management**: For individuals with chronic conditions such as hypertension, diabetes, or sleep apnea, the Smart Ring can provide continuous monitoring of vital signs, helping users and their healthcare providers manage the condition more effectively.

2. **Remote Patient Monitoring**: With the rise of telemedicine, the Smart Ring can be used to monitor patients remotely, providing doctors with real-time data on their patients’ health. This can be particularly useful for elderly patients or those living in rural areas with limited access to healthcare facilities.

3. **Fitness and Wellness Tracking**: For fitness enthusiasts, the Smart Ring offers a convenient way to track activity levels, heart rate, and sleep quality, helping users optimize their workouts and recovery.

4. **Early Detection of Illness**: By monitoring key health metrics such as body temperature and blood oxygen levels, the Smart Ring can help detect early signs of illness, such as infections or respiratory issues, allowing users to seek medical attention before the condition worsens.

5. **Mental Health Monitoring**: Some versions of the Smart Ring are equipped with sensors that can track stress levels and emotional well-being by analyzing heart rate variability and other physiological parameters. This could be a valuable tool for individuals managing anxiety or depression.

### Privacy and Data Security

As with any health monitoring device, privacy and data security are critical concerns. Happy Health has emphasized its commitment to protecting users’ personal health

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Classic Southern Buttermilk Pie Recipe

**Classic Southern Buttermilk Pie Recipe: A Timeless Southern Delight**

When it comes to Southern desserts, few are as beloved or as steeped in tradition as the classic buttermilk pie. This humble yet decadent treat has graced Southern tables for generations, offering a perfect balance of sweet and tangy flavors wrapped in a flaky, buttery crust. Whether you’re looking to recreate a nostalgic family recipe or introduce a new favorite to your dessert repertoire, buttermilk pie is a simple yet elegant choice that will surely impress.

### A Brief History of Buttermilk Pie

Buttermilk pie has its roots in the frugal kitchens of the American South, where home cooks made the most of simple, readily available ingredients. Much like its cousin, the chess pie, buttermilk pie was a way to create a rich, custard-like dessert without the need for fresh fruit or expensive ingredients. The key component, buttermilk, was a staple in many Southern households, often left over from the butter-churning process.

The pie became especially popular during the Great Depression and other times of economic hardship, when resourcefulness in the kitchen was essential. Over time, buttermilk pie evolved from a practical dessert into a cherished Southern classic, enjoyed at family gatherings, church potlucks, and holiday feasts.

### What Makes Buttermilk Pie Special?

Buttermilk pie is known for its creamy, custard-like filling, which is both sweet and slightly tangy. The tanginess comes from the buttermilk, which also adds a subtle richness to the pie. The filling is typically made with a combination of eggs, sugar, butter, flour, and vanilla, creating a smooth and velvety texture that contrasts beautifully with the crisp, flaky pie crust.

One of the best things about buttermilk pie is its simplicity. It requires only a handful of ingredients, most of which are pantry staples, and it comes together quickly. Despite its ease of preparation, the result is a dessert that feels indulgent and special.

### Ingredients for Classic Southern Buttermilk Pie

To make a traditional buttermilk pie, you’ll need the following ingredients:

#### For the Pie Crust:
– **1 ½ cups all-purpose flour**
– **½ teaspoon salt**
– **½ cup unsalted butter, chilled and cubed**
– **4-5 tablespoons ice water**

(Alternatively, you can use a pre-made pie crust to save time.)

#### For the Filling:
– **1 ½ cups granulated sugar**
– **3 large eggs, room temperature**
– **½ cup unsalted butter, melted and cooled**
– **3 tablespoons all-purpose flour**
– **1 cup buttermilk**
– **1 teaspoon vanilla extract**
– **1 tablespoon lemon juice (optional, for extra tang)**
– **Pinch of ground nutmeg (optional, for garnish)**

### Step-by-Step Instructions

#### Step 1: Prepare the Pie Crust
1. **Make the dough:** In a large bowl, combine the flour and salt. Cut in the chilled butter using a pastry cutter or your fingers until the mixture resembles coarse crumbs. Gradually add ice water, one tablespoon at a time, until the dough comes together.
2. **Chill the dough:** Shape the dough into a disc, wrap it in plastic wrap, and refrigerate for at least 30 minutes.
3. **Roll out the dough:** On a lightly floured surface, roll out the dough to fit a 9-inch pie dish. Carefully transfer the dough to the dish, trimming any excess and crimping the edges. Place the crust in the refrigerator while you prepare the filling.

#### Step 2: Make the Filling
1. **Preheat the oven:** Set your oven to 350°F (175°C).
2. **Mix the dry ingredients:** In a small bowl, whisk together the sugar and flour. This helps prevent lumps in the filling.
3. **Whisk the wet ingredients:** In a separate large bowl, whisk the eggs until smooth. Add the melted butter, buttermilk, vanilla extract, and lemon juice (if using), and whisk until combined.
4. **Combine the wet and dry ingredients:** Gradually add the sugar-flour mixture to the wet ingredients, whisking until smooth and fully incorporated.

#### Step 3: Assemble and Bake the Pie
1. **Pour the filling:** Remove the pie crust from the refrigerator and pour the filling into the prepared crust.
2. **Bake the pie:** Place the pie on the middle rack of the preheated oven and bake for 45 to 55 minutes, or until the filling is set and the top is golden brown. The center should still have a slight jiggle when you gently shake the pie.
3. **Cool the pie:** Allow the pie to cool completely on a wire rack before slicing. This will help the filling set and make for cleaner slices.

####

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Otsuka Precision Health and Amalgam Rx Launch New App to Support Alzheimer’s Caregivers

**Otsuka Precision Health and Amalgam Rx Launch New App to Support Alzheimer’s Caregivers**

In a significant step forward for Alzheimer’s care, Otsuka Precision Health, a division of Otsuka Pharmaceutical, and Amalgam Rx, a leading digital health company, have announced the launch of a new mobile application designed to support caregivers of individuals living with Alzheimer’s disease. This innovative app aims to provide caregivers with essential tools, resources, and guidance to help them navigate the challenges of caring for loved ones affected by this progressive neurodegenerative disorder.

### Addressing the Growing Need for Alzheimer’s Caregiver Support

Alzheimer’s disease is one of the most common forms of dementia, affecting millions of people worldwide. As the global population ages, the number of individuals diagnosed with Alzheimer’s is expected to rise dramatically. According to the Alzheimer’s Association, more than 6 million Americans are currently living with the disease, and this number is projected to reach nearly 13 million by 2050.

Caring for someone with Alzheimer’s can be a physically and emotionally demanding task. Caregivers often face overwhelming responsibilities, including managing medications, coordinating medical appointments, and dealing with the behavioral and psychological symptoms of dementia. These challenges can lead to high levels of stress, burnout, and even depression among caregivers.

Recognizing the critical need for caregiver support, Otsuka Precision Health and Amalgam Rx have joined forces to develop a digital solution that empowers caregivers with the tools they need to provide effective care while also taking care of their own well-being.

### Key Features of the Alzheimer’s Caregiver App

The new app, designed with input from healthcare professionals, caregivers, and Alzheimer’s experts, offers a range of features aimed at simplifying the caregiving experience. These features include:

1. **Personalized Care Plans**: The app allows caregivers to create customized care plans based on the specific needs of their loved ones. These plans can include medication schedules, reminders for appointments, and daily routines, helping caregivers stay organized and on top of their responsibilities.

2. **Educational Resources**: The app provides caregivers with access to a wealth of educational materials, including articles, videos, and expert advice on Alzheimer’s disease. These resources cover topics such as understanding the stages of the disease, managing symptoms, and coping with the emotional toll of caregiving.

3. **Symptom Tracking**: Caregivers can use the app to track their loved one’s symptoms over time, including changes in memory, mood, and behavior. This information can be shared with healthcare providers to facilitate more informed decision-making and adjustments to treatment plans.

4. **Communication Tools**: The app includes a secure messaging feature that allows caregivers to communicate directly with healthcare professionals, including doctors, nurses, and social workers. This feature ensures that caregivers have access to timely advice and support when they need it most.

5. **Caregiver Wellness Support**: Recognizing the importance of caregiver well-being, the app offers tools to help caregivers manage their own health. This includes stress management techniques, mindfulness exercises, and tips for maintaining a healthy work-life balance.

6. **Community Support**: The app also connects caregivers with a community of peers who are going through similar experiences. This feature allows caregivers to share their stories, offer support, and exchange practical tips with others who understand the challenges of Alzheimer’s caregiving.

### The Role of Technology in Alzheimer’s Care

The launch of this app reflects a growing trend in the healthcare industry toward using digital tools to enhance patient care and support caregivers. Digital health technologies, such as mobile apps, wearables, and telemedicine platforms, have the potential to transform the way we manage chronic conditions like Alzheimer’s disease.

For caregivers, these technologies offer a lifeline, providing them with real-time information, guidance, and support. By leveraging data and artificial intelligence, digital health solutions can also help identify patterns in a patient’s condition, enabling earlier interventions and more personalized care.

In the case of Alzheimer’s disease, where the progression of symptoms can vary widely from person to person, having access to a digital tool that tracks changes in real-time can be invaluable. It allows caregivers to respond more effectively to their loved one’s needs and ensures that healthcare providers have a clearer picture of the patient’s overall health.

### A Collaborative Effort for Better Care

The partnership between Otsuka Precision Health and Amalgam Rx is a testament to the power of collaboration in addressing complex healthcare challenges. Otsuka, a global leader in innovative healthcare solutions, brings its deep expertise in neuroscience and precision medicine to the table. Amalgam Rx, known for its cutting-edge digital health platforms, contributes its technological prowess and experience in developing user-friendly apps for patients and caregivers.

Together, the two companies have created a solution that not only addresses the practical needs of Alzheimer’s caregivers but also acknowledges the emotional and psychological toll that caregiving can take. By offering a comprehensive suite of tools and resources, the app aims to improve the quality of life for both caregivers and the individuals they care for.

###

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Luxurious and Creamy Chicken and Mushroom Soup Recipe

# Creamy and Luxurious Chicken and Mushroom Soup Recipe

As the temperatures drop or when you crave comfort food, few meals rival a steaming bowl of chicken and mushroom soup. This creamy and luxurious recipe features succulent chicken, robust mushrooms, and a smooth broth, making it an ideal choice for a snug dinner or a comforting lunch. No matter your cooking expertise, this recipe is easy to follow and satisfying. Let’s explore the ingredients, cooking instructions, and a few tips to enhance your soup-making skills.

## Ingredients

### For the Soup Base:
– **2 tablespoons olive oil**: Essential for sautéing the vegetables.
– **1 medium onion, diced**: Contributes sweetness and richness.
– **2 cloves garlic, minced**: Provides a fragrant flavor.
– **2 medium carrots, diced**: Adds sweetness and vibrant color.
– **2 celery stalks, diced**: Offers a fresh crunch.
– **8 ounces mushrooms, sliced**: A mix of cremini and button mushrooms will deepen the flavor.
– **1 pound boneless, skinless chicken breasts or thighs**: Chicken thighs lend extra flavor and moisture.
– **4 cups chicken broth**: Either homemade or store-bought, with low-sodium preferred.
– **1 cup heavy cream**: For that indulgent, creamy consistency.
– **1 teaspoon dried thyme**: Adds an earthy taste.
– **1 teaspoon dried rosemary**: Infuses a fragrant aroma.
– **Salt and pepper to taste**: Crucial for seasoning.
– **Fresh parsley, chopped (for garnish)**: Enhances color and freshness.

### Optional Add-ins:
– **1 cup frozen peas**: Introduces a burst of color and sweetness.
– **1 tablespoon lemon juice**: Brightens the dish.
– **1 tablespoon soy sauce**: Adds a savory umami kick.

## Instructions

### Step 1: Prepare the Ingredients
Start by assembling all your ingredients. Dice the onion, carrots, and celery, and slice the mushrooms. If you’re using chicken breasts, cut them into bite-sized pieces for faster cooking.

### Step 2: Sauté the Vegetables
In a large pot or Dutch oven, heat the olive oil over medium heat. Add the diced onion, carrots, and celery. Sauté for approximately 5-7 minutes until the vegetables become tender. Stir in the minced garlic and sliced mushrooms, cooking for an additional 3-4 minutes until the mushrooms have softened and released their moisture.

### Step 3: Cook the Chicken
Introduce the chicken pieces to the pot, mixing them with the vegetables. Cook for around 5 minutes until the chicken is lightly browned on all sides.

### Step 4: Add the Broth and Seasonings
Pour in the chicken broth and incorporate the dried thyme, rosemary, salt, and pepper. Bring the mixture to a gentle boil, then lower the heat. Cover the pot and allow it to simmer for about 20 minutes, or until the chicken is fully cooked and tender.

### Step 5: Shred the Chicken
After the chicken is cooked, remove it from the pot and shred it using two forks. Place the shredded chicken back into the soup.

### Step 6: Stir in the Cream
Reduce the heat and mix in the heavy cream. Let the soup warm through without allowing it to boil. If you’re adding frozen peas, include them at this point. Adjust the seasoning with additional salt, pepper, or lemon juice as needed.

### Step 7: Serve
Spoon the soup into bowls, top with fresh parsley, and savor your creamy and luxurious chicken and mushroom soup!

## Tips for the Perfect Soup

1. **Use Quality Ingredients**: Fresh produce and high-quality chicken broth will greatly improve the taste of your soup.
2. **Mushroom Variety**: Try different types of mushrooms, such as shiitake or portobello, for a more nuanced flavor.
3. **Make it Ahead**: This soup can be prepared in advance and kept in the refrigerator for up to three days. It freezes well, making it a fantastic choice for meal prepping.
4. **Add a Twist**: For some heat, consider including a pinch of red pepper flakes or a splash of hot sauce.
5. **Thickening Options**: For a thicker soup, you can blend part of the soup and return it to the pot or introduce a cornstarch slurry (1 tablespoon cornstarch mixed with 2 tablespoons cold water).

## Conclusion

This creamy and luxurious chicken and mushroom soup is not only a comforting dish to warm you up but also a flexible recipe that can be adapted to suit your preferences. With its rich texture and hearty ingredients, it’s bound to become a staple in your home. So gather your ingredients, follow the instructions, and enjoy a delightful bowl of homemade comfort!

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MARAbio Secures $15M Funding for Blood Test Capable of Detecting Autism; Highlights from Recent Digital Health Investments

**MARAbio Secures $15M Funding for Blood Test Capable of Detecting Autism: A Breakthrough in Early Diagnosis**

In a significant development for the healthcare and diagnostics industry, MARAbio, a pioneering biotech company, has successfully raised $15 million in funding to advance its innovative blood test capable of detecting autism spectrum disorder (ASD) in children. This breakthrough technology has the potential to revolutionize the early diagnosis of autism, offering a more accessible, non-invasive, and objective method for identifying the condition at a young age.

### **The Growing Need for Early Autism Diagnosis**

Autism spectrum disorder (ASD) is a neurodevelopmental condition that affects communication, behavior, and social interaction. According to the Centers for Disease Control and Prevention (CDC), approximately 1 in 36 children in the U.S. is diagnosed with autism. Early diagnosis is critical, as it allows for timely interventions that can significantly improve developmental outcomes and quality of life for individuals with ASD. However, current diagnostic methods rely heavily on behavioral assessments, which can be subjective and may not detect the condition until a child is several years old.

MARAbio’s blood test aims to address these challenges by providing a more objective and earlier diagnostic tool. The company’s proprietary technology leverages biomarkers found in the blood that are associated with autism, enabling healthcare providers to detect the condition as early as 18 months of age. This is a significant improvement over traditional methods, which often result in diagnoses being made between the ages of 3 and 5.

### **How the Blood Test Works**

MARAbio’s blood test is based on advanced molecular diagnostics that analyze specific proteins, metabolites, and genetic markers in the blood. These biomarkers are linked to the biological processes that are altered in individuals with autism. By using machine learning algorithms and big data analytics, MARAbio’s platform can accurately identify patterns in these biomarkers that are indicative of ASD.

The test is designed to be simple, quick, and non-invasive, requiring only a small blood sample from the patient. Once the sample is collected, it is analyzed in MARAbio’s laboratory, and the results are returned to the healthcare provider within a few days. The test’s high sensitivity and specificity make it a promising tool for early detection, potentially reducing the time to diagnosis and enabling earlier interventions.

### **$15 Million Funding Round: A Step Toward Commercialization**

The $15 million funding round was led by prominent venture capital firms specializing in biotech and digital health, including HealthTech Ventures and BioInnovate Capital. The funds will be used to accelerate the development and commercialization of MARAbio’s blood test, as well as to expand clinical trials and seek regulatory approvals from agencies such as the U.S. Food and Drug Administration (FDA).

“We are thrilled to have the support of our investors as we work toward bringing this groundbreaking technology to market,” said Dr. Sarah Mitchell, CEO of MARAbio. “Our goal is to make early autism diagnosis more accessible to families and healthcare providers, and this funding will allow us to take significant steps toward achieving that vision.”

The company plans to use a portion of the funds to scale its operations, including expanding its research and development team and increasing its manufacturing capacity. Additionally, MARAbio is exploring partnerships with pediatric healthcare providers and autism advocacy organizations to raise awareness about the benefits of early diagnosis and the availability of the blood test.

### **Recent Trends in Digital Health Investments**

MARAbio’s successful funding round is part of a broader trend of increased investment in digital health and biotech companies, particularly those focused on diagnostics, personalized medicine, and artificial intelligence (AI)-driven healthcare solutions. The COVID-19 pandemic accelerated the adoption of digital health technologies, and investors have taken note of the potential for innovation in this space.

According to a report by Rock Health, digital health funding reached a record $29.1 billion in 2021, and the momentum has continued into 2023. Key areas of investment include telemedicine, remote patient monitoring, AI-driven diagnostics, and precision medicine. Investors are particularly interested in companies that are developing solutions to address unmet medical needs, improve patient outcomes, and reduce healthcare costs.

### **Key Highlights from Recent Digital Health Investments**

1. **AI-Driven Diagnostics**: Companies like MARAbio are at the forefront of using AI and machine learning to improve diagnostic accuracy and speed. AI-driven diagnostics are being applied to a wide range of conditions, from cancer to cardiovascular disease, and now autism. These technologies have the potential to transform how diseases are detected and treated, leading to earlier interventions and better patient outcomes.

2. **Personalized Medicine**: Another major trend in digital health is the rise of personalized medicine, which tailors treatments to individual patients based on their genetic makeup, lifestyle, and other factors. Companies developing personalized therapies, such as gene editing and targeted drug therapies, have attracted significant investment. MARAbio’s blood test for autism fits into this trend by

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Otsuka Precision Health and Amalgam Rx Launch New App to Support Alzheimer’s Caregivers

**Otsuka Precision Health and Amalgam Rx Launch New App to Support Alzheimer’s Caregivers**

In a significant step forward for Alzheimer’s care, Otsuka Precision Health and Amalgam Rx have announced the launch of a new digital health application designed to support caregivers of individuals living with Alzheimer’s disease. This innovative app aims to provide caregivers with essential tools, resources, and personalized support to manage the complex and often overwhelming responsibilities of caring for someone with Alzheimer’s.

### The Growing Need for Caregiver Support

Alzheimer’s disease is a progressive neurodegenerative disorder that affects millions of people worldwide. According to the Alzheimer’s Association, over 6 million Americans are currently living with Alzheimer’s, and this number is expected to rise dramatically in the coming decades. As the disease progresses, individuals with Alzheimer’s require increasing levels of care, often placing a heavy emotional, physical, and financial burden on family members and caregivers.

Caregivers play a critical role in managing the day-to-day needs of individuals with Alzheimer’s, from assisting with daily activities like eating and bathing to managing medications and coordinating medical appointments. However, caregiving can be an exhausting and isolating experience, often leading to caregiver burnout, stress, and mental health challenges. Recognizing the need for better support systems, Otsuka Precision Health and Amalgam Rx have collaborated to create a digital solution that empowers caregivers with the tools they need to provide effective care while also taking care of their own well-being.

### Key Features of the App

The new app, which is available on both iOS and Android platforms, is designed to address the unique challenges faced by Alzheimer’s caregivers. It offers a range of features aimed at improving caregiving efficiency, enhancing communication with healthcare providers, and providing emotional support. Some of the app’s key features include:

1. **Personalized Care Plans**: The app allows caregivers to create and manage personalized care plans for their loved ones. These plans can be tailored to the specific needs and progression of the individual’s Alzheimer’s condition, ensuring that caregivers can stay organized and on top of daily tasks and medical appointments.

2. **Medication Management**: One of the most challenging aspects of Alzheimer’s care is managing medications, especially as the disease progresses and patients may have difficulty remembering to take their prescriptions. The app includes a medication tracker that reminds caregivers when it’s time to administer medications and provides information on dosage and potential side effects.

3. **Symptom Tracking**: Caregivers can use the app to track changes in their loved one’s cognitive and physical health over time. This feature allows caregivers to log symptoms, behaviors, and mood changes, which can be shared with healthcare providers to facilitate more informed medical decisions.

4. **Educational Resources**: The app provides caregivers with access to a library of educational materials, including articles, videos, and expert advice on Alzheimer’s care. These resources cover a wide range of topics, from understanding the stages of Alzheimer’s to tips for managing challenging behaviors like agitation and wandering.

5. **Caregiver Support Community**: Recognizing the emotional toll that caregiving can take, the app includes a built-in support community where caregivers can connect with others who are going through similar experiences. This feature fosters a sense of solidarity and provides a safe space for caregivers to share their stories, ask questions, and offer advice.

6. **Telehealth Integration**: The app is integrated with telehealth services, allowing caregivers to schedule virtual appointments with healthcare providers directly through the platform. This feature is particularly valuable for caregivers who may have difficulty attending in-person appointments due to time constraints or geographic barriers.

7. **Stress Management Tools**: To help caregivers manage their own mental and emotional well-being, the app includes stress-reduction tools such as guided meditation, breathing exercises, and mindfulness practices. These tools are designed to help caregivers cope with the emotional strain of caregiving and prevent burnout.

### The Role of Otsuka Precision Health and Amalgam Rx

Otsuka Precision Health, a division of Otsuka Pharmaceutical, is known for its commitment to leveraging digital health technologies to improve patient outcomes and enhance the quality of care. By partnering with Amalgam Rx, a leading digital health company specializing in the development of personalized, data-driven health solutions, Otsuka is bringing its expertise in precision medicine to the realm of Alzheimer’s care.

Amalgam Rx has a proven track record of creating digital health platforms that integrate seamlessly with existing healthcare systems, making it easier for patients and caregivers to access the support they need. The collaboration between Otsuka and Amalgam Rx represents a fusion of precision health and digital innovation, with the goal of transforming the caregiving experience for Alzheimer’s families.

### The Future of Alzheimer’s Care

The launch of this app comes at a time when the healthcare industry is increasingly recognizing the importance of digital health solutions in managing chronic diseases like Alzheimer’s. As the population ages and the prevalence of Alzheimer’s continues to rise, there is a growing demand for tools that can help caregivers navigate the complexities of the disease

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