Jul 4, 2022 · In the past decade, the application of machine learning (ML) to healthcare has helped drive the automation of physician tasks as well as enhancements in clinical capabilities …

Dec 19, 2024 · Reinforcement Learning (RL), an artificial intelligence approach, has the potential to guide physicians in designing sequential treatment strategies for better patient outcomes …

Dec 17, 2024 · Reinforcement Learning, an artificial intelligence approach, has the potential to guide physicians in designing sequential treatment strategies for better patient outcomes but …

Feb 24, 2025 · Primary care is diminishing. In the 2024 residency match, more than 1200 positions in family medicine, nearly 1000 in internal medicine, and more than 500 in pediatrics …

6 days ago · Generative AI is paving the way for personalized healthcare. With advancements in multimodality and conversational AI, we’re able to reimagine patient care and how it could be …

Mar 18, 2024 · “Machine learning is used for prediction, and in health care we want to predict if somebody has a disease or not,” he said. “If you give enough examples of images that have …

Feb 26, 2025 · The AMA survey (PDF) examines changes in physician sentiment toward health care AI between summer 2023 and last fall, and offers insight into physicians’ evolving …

4 days ago · These projects bring together machine learning, local insight, and a commitment to making health care more accessible. Removing Administrative Barriers With Conversational AI

5 days ago · This year at the HIMSS conference, artificial intelligence (AI) and how it can be utilized in healthcare settings, is once again a hot topic. At a panel session entitled Real-Time …

Feb 28, 2025 · Machine learning algorithms have been used to extract people's sentiments and beliefs from social media interactions, 10 an approach that has found several mental health …

3 days ago · The health system sees about 50 cases per day with one of its referring health systems – more than 18,000 cases per year where care is improved and patients and their …

Today, Ghassemi and her Healthy ML research group at LIDS work on the deep study of how machine learning (ML) can be made more robust, and be subsequently applied to improve …

3 days ago · This integrative literature review examines the evolving role of artificial intelligence (AI) and machine learning (ML) based clinical decision support systems (CDSS) in mental …

A recent systematic review published in JAMA Network Open found limited publicly available evidence to support the quality of 43 predictive machine learning algorithms used in primary care.

Jul 12, 2024 · Given the proliferation of artificial intelligence tools available for clinical use, there is an urgent need to define health care machine learning operations (MLOps) best practices, …

4 days ago · And I sought his help. And in our back-and-forth discussions, one of the things that Zak shared with me was an article that he wrote for a magazine where he talked about his use …

May 17, 2022 · MIT Assistant Professor Marzyeh Ghassemi, whose presentation concerned designing machine learning processes for more equitable health systems, found the longer …

Jan 10, 2025 · New research shows that artificial intelligence may improve care overall by combing through different hospitals' data to create more refined groups of patients similar to …

Invited Commentary The Marriage of Computable Phenotypes With Machine Learning—A Pathway to Evidence-Based Care for Critically Ill Children Anita K. Patel, MD JAMA Network …

4 days ago · The platform is a central exchange platform for patient records that leverages Datavant’s bank of 50 million patient records from 70,000 health systems and makes the data …

6 days ago · New York, NY, United States, March 3, 2025-- Sravanthi Kalapati, a healthcare data engineering, data analytics, artificial intelligence (AI) and machine learning (ML) leader at …

Nov 27, 2024 · Just as automating manual processes can help make sense of business data, advanced systems can be applied to healthcare. Sophisticated multimodal AI can analyse …

We examined the effectiveness of machine learning algorithms in improving time series healthcare metrics for heart rate data transmission (accuracy and efficiency). In this paper, we …

5 days ago · In the healthcare sector, artificial intelligence refers to computer systems that can perform tasks that typically require human intelligence, learning, problem-solving, and decision …

Feb 20, 2025 · TinyML (the ML stands for machine learning) is a low-cost, low-power implementation of AI that is being increasingly adopted in resource-poor regions, especially in …

3 days ago · These findings align with previous studies that have utilized machine learning models to predict maternal healthcare utilization. For instance, a study conducted in Ethiopia …

Jan 22, 2025 · And the good news is: AI-powered diagnostic tools, such as deep learning models ... 10 Use Cases of Machine Learning in Healthcare. Machine learning applications in …

Feb 1, 2022 · A review led Prof. Marzyeh Ghassemi has found that a major issue in health-related machine learning models “is the relative scarcity of publicly available data sets in medicine,” …

Discover how machine learning is transforming healthcare decision-making in 2024. Learn about predictive analytics, personalized medicine, operational efficiency, patient engagement, and …

4 days ago · To support that stance, it cited a combination of journal articles, news reports, legal briefs, provider resources—some of which were outwardly supportive of gender-affirming …

Dec 15, 2024 · By 2025, the question of how machine learning will transform healthcare will move from theory to reality. Machine learning (ML) will revolutionize the healthcare landscape by …

Oct 16, 2024 · Witness the transformative power of AI in infection control, revolutionising how we predict, monitor, and combat infectious threats. In the realm of infection control, AI and …

Feb 26, 2025 · Overview. Ground-shifting changes are coming to healthcare. Our recent survey of health system chief executive officers (CEOs) and chief strategy officers (CSOs) indicates that …

Sep 1, 2020 · The machine learning startup Health at Scale, founded by MIT alumni along with Professor John Guttag, is helping make health care more proactive and personalized.

The mission of the AI Index is to track, collate, distill, and visualize data relating to artificial intelligence. We provide unbiased, rigorously vetted, and globally sourced data for …