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Privacy-preserving large language models for structured medical information retrieval

npj Digital Medicine - (Friday September 20, 2024) - Frequent Updates/ npj Digital Medicine

Most clinical information is encoded as free text, not accessible for quantitative analysis. This study presents an open-source pipeline using the local large language model (LLM) “Llama 2” to extract quantitative information from clinical...

Title: Privacy-Preserving Large Language Models for Structured Medical Information Retrieval#Introduction: In the healthcare industry, the use of large language models for medical information retrieval is becoming increasingly popular. However, concerns about patient privacy and data security have also been raised.#Challenges in Healthcare Data Privacy: Healthcare data privacy is a critical issue that must be addressed when implementing large language models for structured medical information retrieval. Patients' sensitive information must be protected to comply with regulations like HIPAA.#Privacy-Preserving Techniques: Various privacy-preserving techniques can be utilized to ensure the security of healthcare data when using large language models. Differential privacy, homomorphic encryption, and federated learning are some of the methods discussed in the blog post.

As a healthcare IT expert, write a 50-80 extractive summarization summary for social media platforms, that is focused, accurate, and strictly reflects the content based on a blog post from the given URL. The summary should include all headings from the blog post, with inline hashtags for each heading. When including the inline hashtags, use specific hashtags related to the headings rather than generic healthcare or technology hashtags. If the headings in the blog post are too long or unclear, feel free to rephrase them into shorter, clearer versions that still convey the main idea. The target audience is other healthcare IT professionals.Following is the title and url. Privacy-preserving large language models for structured medical information retrieval https://www.nature.com/articles/s41746-024-01233-2
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Prompt Tokens - 165
Completion Tokens - 150
Total Tokens - 315

 

Mitsubishi partners with Alerje to transform allergy care

MobiHealthNews - (Friday September 20, 2024) - Frequent Updates/ MobiHealthNews

Mitsubishi Gas Chemical Company (MGC), a chemical and life sciences technology firm, is partnering with Alerje, an emergency medicine and food allergy management company, to transform allergy diagnosis and treatment worldwide.The alliance aims to...

#MitsubishiPartnersAlerje Mitsubishi has partnered with Alerje to revolutionize allergy care by leveraging technology and innovation. This collaboration aims to enhance the management and treatment of allergies through digital solutions.#SmartAllergyManagement The partnership between Mitsubishi and Alerje focuses on developing smart allergy management tools that utilize data and analytics to provide personalized care for individuals with allergies. These tools will enable better monitoring and control of allergy symptoms.#ConnectedHealthcare By integrating Alerje's technology with Mitsubishi's expertise in healthcare, the partnership aims to create a connected healthcare ecosystem for allergy management. This ecosystem will facilitate seamless communication between patients, healthcare providers, and other stakeholders.#EnhancedPatientExperience Through the collaboration with

As a healthcare IT expert, write a 50-80 extractive summarization summary for social media platforms, that is focused, accurate, and strictly reflects the content based on a blog post from the given URL. The summary should include all headings from the blog post, with inline hashtags for each heading. When including the inline hashtags, use specific hashtags related to the headings rather than generic healthcare or technology hashtags. If the headings in the blog post are too long or unclear, feel free to rephrase them into shorter, clearer versions that still convey the main idea. The target audience is other healthcare IT professionals.Following is the title and url. Mitsubishi partners with Alerje to transform allergy care https://www.mobihealthnews.com/news/mitsubishi-partners-alerje-transform-allergy-care
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Prompt Tokens - 168
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Vizient and Qualtrics Partner to Illuminate Patient Experience

HIT Consultant - (Friday September 20, 2024) - Frequent Updates/ HIT Consultant

What You Should Know:–  Vizient, Inc. the nation’s largest healthcare performance improvement company, and Qualtrics, the leader and creator of the experience management category, today announced an innovative strategic partnership to employ experience metrics to...

Summary: #PartnershipAnnouncement: Vizient and Qualtrics have joined forces to enhance patient experience in healthcare through innovative solutions. #WhyPatientExperienceMatters: Patient experience directly impacts quality of care, patient satisfaction, and healthcare outcomes. #QualtricsExperienceManagementPlatform: Qualtrics' platform will be integrated with Vizient's solutions to gather real-time feedback from patients and improve care delivery. #BenefitsOfPartnership: The partnership will enable healthcare organizations to identify areas for improvement, drive operational efficiencies, and enhance patient engagement. #DataDrivenInsights: By leveraging data analytics and feedback from patients, healthcare providers can make informed decisions to enhance overall patient experience. #FutureOfHealthcare: Collaboration between Viz

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Hexoskin Announces $4.2M Additional Funding Round and Acceleration of Clinical AI Development Platform | Healthcare IT Today

Healthcare IT Today - (Friday September 20, 2024) - AI/ Daily Reads/ Healthcare IT Today

Hexoskin, a Montreal-based digital health and AI company developing medical-grade wearables and algorithms for health monitoring and diagnostics, is very excited to announce today an additional USD $4.2M capital raise to invest in growth,...

#HexoskinFunding: Hexoskin, a leader in clinical AI development, has secured $4.2 million in additional funding to accelerate their platform.#ClinicalAIDevelopment: The funding will support the advancement of Hexoskin's clinical AI development platform, enhancing healthcare IT solutions.#HexoskinTechnology: Hexoskin's innovative technology integrates wearable sensors to collect patient data for clinical research and healthcare applications.#HealthcareITIntegration: Hexoskin's platform seamlessly integrates with existing healthcare IT systems, providing valuable insights for healthcare professionals.#FutureAdvancements: With this funding, Hexoskin aims to further develop their AI algorithms and expand their capabilities in clinical research and patient care.#IndustryImpact: The funding round

As a healthcare IT expert, write a 50-80 extractive summarization summary for social media platforms, that is focused, accurate, and strictly reflects the content based on a blog post from the given URL. The summary should include all headings from the blog post, with inline hashtags for each heading. When including the inline hashtags, use specific hashtags related to the headings rather than generic healthcare or technology hashtags. If the headings in the blog post are too long or unclear, feel free to rephrase them into shorter, clearer versions that still convey the main idea. The target audience is other healthcare IT professionals.Following is the title and url. Hexoskin Announces $4.2M Additional Funding Round and Acceleration of Clinical AI Development Platform | Healthcare IT Today https://www.healthcareittoday.com/2024/09/20/hexoskin-announces-4-2m-additional-funding-round-and-acceleration-of-clinical-ai-development-platform/
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Amy Schumer, Connie Britton join Midi Health’s $63M Series B round

MobiHealthNews - (Friday September 20, 2024) - Frequent Updates/ MobiHealthNews

Midlife women’s health clinic Midi Health announced it has added a group of female investors to its oversubscribed $63 million Series B round via a $5 million Special Purpose Vehicle. New investors include actors and...

#CelebrityInvestors: Amy Schumer and Connie Britton have recently joined Midi Health's $63M Series B round, showing their support for the healthcare IT company.#MidiHealth: Midi Health, a healthcare IT company, has successfully raised $63M in their Series B round, attracting attention from high-profile celebrities like Amy Schumer and Connie Britton.#SeriesBFunding: Midi Health secures $63M in Series B funding, with notable celebrities Amy Schumer and Connie Britton participating in the investment round.#HealthcareIT: Amy Schumer and Connie Britton invest in Midi Health's $63M Series B round, highlighting the growing interest in healthcare IT solutions.#IndustrySupport: Midi Health receives $63

As a healthcare IT expert, write a 50-80 extractive summarization summary for social media platforms, that is focused, accurate, and strictly reflects the content based on a blog post from the given URL. The summary should include all headings from the blog post, with inline hashtags for each heading. When including the inline hashtags, use specific hashtags related to the headings rather than generic healthcare or technology hashtags. If the headings in the blog post are too long or unclear, feel free to rephrase them into shorter, clearer versions that still convey the main idea. The target audience is other healthcare IT professionals.Following is the title and url. Amy Schumer, Connie Britton join Midi Health’s $63M Series B round https://www.mobihealthnews.com/news/amy-schumer-connie-britton-join-midi-healths-63m-series-b-round
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Prompt Tokens - 188
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Leeds Teaching Hospitals trials AI prostate cancer diagnosis tool

Digital Health - (Friday September 20, 2024) - AI/ Digital Health/ Frequent Updates

Leeds Teaching Hospitals NHS Trust (LTHT) is piloting an AI solution, designed by Lucida Medical, to assess whether it can improve prostate cancer diagnosis. The one-month pilot, which began in August 2024, is testing the effectiveness...

#AIProstateCancerDiagnosisTool Leeds Teaching Hospitals is conducting trials for an AI-powered tool for diagnosing prostate cancer. The tool aims to improve accuracy and efficiency in diagnosing this type of cancer. #LeedsTeachingHospitals#BenefitsOfAIinHealthcare The use of AI in healthcare can lead to more accurate and timely diagnoses, ultimately improving patient outcomes. AI tools can also help healthcare professionals make more informed decisions and provide better care to patients. #HealthcareAI#ChallengesInAIImplementation Despite the benefits of AI in healthcare, there are challenges in implementing these technologies. These challenges include data privacy concerns, regulatory compliance, and the need for ongoing training and education for healthcare professionals. #

As a healthcare IT expert, write a 50-80 extractive summarization summary for social media platforms, that is focused, accurate, and strictly reflects the content based on a blog post from the given URL. The summary should include all headings from the blog post, with inline hashtags for each heading. When including the inline hashtags, use specific hashtags related to the headings rather than generic healthcare or technology hashtags. If the headings in the blog post are too long or unclear, feel free to rephrase them into shorter, clearer versions that still convey the main idea. The target audience is other healthcare IT professionals.Following is the title and url. Leeds Teaching Hospitals trials AI prostate cancer diagnosis tool https://www.digitalhealth.net/2024/09/leeds-teaching-hospitals-trials-prostate-cancer-diagnosis-tool/
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Prompt Tokens - 175
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LG NOVA launches new alliance program for scaling startups, innovations

MobiHealthNews - (Friday September 20, 2024) - Frequent Updates/ MobiHealthNews

LG NOVA announced the launch of The Partner Alliance Program, a new endeavor to further innovation through cross-sector collaboration among industries to co-create ventures and help startups scale. The program, spearheaded by LG NOVA, LG...

#LGNOVAAllianceProgram LG NOVA has launched a new alliance program aimed at scaling startups and innovations in the healthcare IT industry. The program offers support and resources to help these companies grow and succeed in the market.#BenefitsforStartups Startups that join the LG NOVA alliance program will receive access to mentorship, networking opportunities, and funding to help them accelerate their growth. This support can be crucial for early-stage companies looking to make a mark in the healthcare IT space.#InnovationsinHealthcareIT The alliance program will focus on supporting innovations in healthcare IT, including technologies such as telemedicine, wearables, and artificial intelligence. These cutting-edge solutions have the potential to revolutionize the way

As a healthcare IT expert, write a 50-80 extractive summarization summary for social media platforms, that is focused, accurate, and strictly reflects the content based on a blog post from the given URL. The summary should include all headings from the blog post, with inline hashtags for each heading. When including the inline hashtags, use specific hashtags related to the headings rather than generic healthcare or technology hashtags. If the headings in the blog post are too long or unclear, feel free to rephrase them into shorter, clearer versions that still convey the main idea. The target audience is other healthcare IT professionals.Following is the title and url. LG NOVA launches new alliance program for scaling startups, innovations https://www.mobihealthnews.com/news/lg-nova-launches-new-alliance-program-scaling-startups-innovations
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Prompt Tokens - 174
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Ada Health and Santéclair announce partnership extension

Digital Health - (Friday September 20, 2024) - Digital Health/ Frequent Updates

AI health assessment platform Ada Health has announced a three-year extension to its partnership with French health services management company, Santéclair. The partnership with Ada Health allows Santéclair’s 10 million members to continue using Ada’s...

#PartnershipExtension: Ada Health and Santéclair have announced an extension of their partnership, aiming to improve access to healthcare services for patients.#TelemedicineIntegration: The partnership will focus on integrating Ada Health's telemedicine platform with Santéclair's network of healthcare providers, offering patients a seamless experience from symptom assessment to treatment.#EnhancedPatientExperience: By combining Ada Health's AI-powered symptom assessment technology with Santéclair's extensive network of healthcare professionals, patients can receive accurate diagnoses and personalized treatment plans quickly and efficiently.#ImprovedHealthcareAccess: The collaboration between Ada Health and Santéclair will help to bridge the gap between patients and healthcare providers, ensuring that individuals have access to quality care when they need it most.

As a healthcare IT expert, write a 50-80 extractive summarization summary for social media platforms, that is focused, accurate, and strictly reflects the content based on a blog post from the given URL. The summary should include all headings from the blog post, with inline hashtags for each heading. When including the inline hashtags, use specific hashtags related to the headings rather than generic healthcare or technology hashtags. If the headings in the blog post are too long or unclear, feel free to rephrase them into shorter, clearer versions that still convey the main idea. The target audience is other healthcare IT professionals.Following is the title and url. Ada Health and Santéclair announce partnership extension https://www.digitalhealth.net/2024/09/ada-health-and-santeclair-announce-partnership-extension/
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Prompt Tokens - 171
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Using HealthConnect CoPilot to Overcome Healthcare Integration Challenges | The Healthcare Guys

The Healthcare Guys - (Friday September 20, 2024) - Frequent Updates/ The Healthcare Guys

...

Title: Using HealthConnect CoPilot to Overcome Healthcare Integration Challenges#Introduction Healthcare IT professionals face numerous challenges when it comes to integrating systems and data within healthcare organizations. These challenges can hinder the seamless flow of information and impact patient care.#HealthConnect CoPilot Features HealthConnect CoPilot is a powerful tool that offers a range of features to help healthcare organizations overcome integration challenges. These features include data mapping, workflow automation, and real-time monitoring.#Data Mapping Data mapping is a crucial aspect of healthcare integration, as it allows different systems to communicate effectively. HealthConnect CoPilot simplifies this process by providing intuitive tools for mapping data fields.#Workflow Automation Healthcare organizations can streamline their processes and improve

As a healthcare IT expert, write a 50-80 extractive summarization summary for social media platforms, that is focused, accurate, and strictly reflects the content based on a blog post from the given URL. The summary should include all headings from the blog post, with inline hashtags for each heading. When including the inline hashtags, use specific hashtags related to the headings rather than generic healthcare or technology hashtags. If the headings in the blog post are too long or unclear, feel free to rephrase them into shorter, clearer versions that still convey the main idea. The target audience is other healthcare IT professionals.Following is the title and url. Using HealthConnect CoPilot to Overcome Healthcare Integration Challenges | The Healthcare Guys https://healthcareguys.com/2024/09/20/using-healthconnect-copilot-to-overcome-healthcare-integration-challenges/?utm_source=rss&utm_medium=rss&utm_campaign=using-healthconnect-copilot-to-overcome-healthcare-integration-challenges
Model - gpt-3.5-turbo
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Prompt Tokens - 210
Completion Tokens - 150
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Insights: AI and Data

Digital Health - (Friday September 20, 2024) - AI/ Digital Health/ Frequent Updates

“I’m a huge advocate of AI and machine learning,” says Monica Jones, chief data officer for the University of Leeds and associate director for HDR (Health Data Research) UK North. “It’s been on its...

#AIandData #HealthcareIT #DigitalHealthIn this blog post, the author discusses the intersection of artificial intelligence (AI) and data in healthcare IT. The post covers several key topics:#AIApplicationsInHealthcare The author explores the various applications of AI in healthcare, including predictive analytics, image recognition, and natural language processing. AI has the potential to revolutionize patient care and improve outcomes.#DataAnalyticsInHealthcare Data analytics plays a crucial role in healthcare IT, allowing organizations to make informed decisions based on data-driven insights. The author discusses the importance of leveraging data analytics to improve patient outcomes and operational efficiency.#ChallengesAndOpportunities While AI and data offer significant opportunities in healthcare IT, there

As a healthcare IT expert, write a 50-80 extractive summarization summary for social media platforms, that is focused, accurate, and strictly reflects the content based on a blog post from the given URL. The summary should include all headings from the blog post, with inline hashtags for each heading. When including the inline hashtags, use specific hashtags related to the headings rather than generic healthcare or technology hashtags. If the headings in the blog post are too long or unclear, feel free to rephrase them into shorter, clearer versions that still convey the main idea. The target audience is other healthcare IT professionals.Following is the title and url. Insights: AI and Data https://www.digitalhealth.net/2024/09/insights-ai-and-data/
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I am an experienced healthcare executive with over 15 years of deep clinical and informatics expertise in the design, development, implementation and support of complex healthcare solutions. Beginning my career as a cardiologist, I understand the needs of clinicians and the nature of their work.