AI HEALTH
Explore how artificial intelligence is revolutionizing healthcare with innovative solutions, predictive analytics, and cutting-edge advancements in patient care and medical research.
JMIR AI – Harnessing Moderate-Sized Language Models for Reliable Patient Data Deidentification in Emergency Department Records: Algorithm Development, Validation, and Implementation Study
IntroductionThe digitization of medical data has profoundly transformed health care, facilitating the easy and efficient sharing of patient information []....
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JMIR AI – Limitations of Binary Classification for Long-Horizon Diagnosis Prediction and Advantages of a Discrete-Time Time-to-Event Approach: Empirical Analysis
IntroductionElectronic health records (EHR) are a rich source of data that can be used to develop effective clinical prediction models...
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JMIR AI – Prompt Engineering an Informational Chatbot for Education on Mental Health Using a Multiagent Approach for Enhanced Compliance With Prompt Instructions: Algorithm Development and Validation
IntroductionBackgroundWorldwide, there is a desperate need to improve access to medical knowledge and empower people with mental health conditions and...
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Radiology AI Podcasts | RSNA: Scaling AI for Real-World Radiology Workflows
Mar 25, 2025In this episode, hosts Dr. Cody Savage and Dr. Ali Tejani speak with Dr. Pranav Rajpurkar and Dr....
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JMIR AI – Using AI to Translate and Simplify Spanish Orthopedic Medical Text: Instrument Validation Study
IntroductionIt has been well documented that racial and ethnic minority patient groups in the United States endure substantial limitations in...
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JMIR AI – Improving the Robustness and Clinical Applicability of Automatic Respiratory Sound Classification Using Deep Learning–Based Audio Enhancement: Algorithm Development and Validation
IntroductionBackgroundRespiratory sounds play a crucial role in pulmonary pathology. They provide insights into the condition of the lungs noninvasively and...
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JMIR AI – Creation of Scientific Response Documents for Addressing Product Medical Information Inquiries: Mixed Method Approach Using Artificial Intelligence
IntroductionPharmaceutical manufacturers play a crucial role in meeting health care professionals’ information needs by providing them with scientific response documents...
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JMIR AI – Studying the Potential Effects of Artificial Intelligence on Physician Autonomy: Scoping Review
IntroductionThe use of artificial intelligence (AI) systems in medicine has increased significantly in recent years. AI in medicine can take...
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JMIR AI – GPT-4 as a Clinical Decision Support Tool in Ischemic Stroke Management: Evaluation Study
IntroductionThe advent of GPT-4 [], launched by OpenAI in March 2023, marked a significant milestone in the evolution of artificial...
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JMIR AI – Deep Learning Models to Predict Diagnostic and Billing Codes Following Visits to a Family Medicine Practice: Development and Validation Study
IntroductionPrevious research has revealed that family physicians spend nearly 50% of their day on electronic medical records (EMRs) and that...
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AI Robots May Be the Future of Elderly Care in Japan
Japan is facing a demographic crisis as its population rapidly ages, leading to a severe shortage of caregivers for the...
Read moreRadiology AI Podcasts | RSNA: AI-Generated Podcasts: The Future of Radiology Broadcasting?
Feb 25, 2025Join hosts Dr. Paul Yi and Dr. Ali Tejani as they welcome new team members Dr. Bardia Khosravi...
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JMIR AI – Leveraging Medical Knowledge Graphs Into Large Language Models for Diagnosis Prediction: Design and Application Study
IntroductionBackgroundThe ubiquitous use of electronic health records (EHRs) and the standard documentation practice of daily care notes are integral to...
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JMIR AI – Survey on Pain Detection Using Machine Learning Models: Narrative Review
IntroductionPain is “an unpleasant sensory and emotional experience associated with actual or potential tissue damage, or described in terms of...
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JMIR AI – Predicting Satisfaction With Chat-Counseling at a 24/7 Chat Hotline for the Youth: Natural Language Processing Study
IntroductionMost mental health disorders develop early in life , causing a massive burden on an individual [], as well as...
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JMIR AI – Investigating the Classification of Living Kidney Donation Experiences on Reddit and Understanding the Sensitivity of ChatGPT to Prompt Engineering: Content Analysis
IntroductionBackgroundKidney transplantation is the gold standard treatment for patients with end-stage renal disease [] and can be much more cost-effective...
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JMIR AI – Advancing Privacy-Preserving Health Care Analytics and Implementation of the Personal Health Train: Federated Deep Learning Study
IntroductionFederated learning (FL) allows the collaborative development of artificial intelligence models using large datasets, without the need to share individual...
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Do Mobile Phones Cause Cancer?
Mobile phones are an essential part of modern life, but concerns persist about whether their radiofrequency (RF) radiation could increase...
Read moreRadiology AI Podcasts | RSNA: Radiology AI Papers in a Capsule Series-Episode 1
Jan 31, 2025In this AI-generated episode of Radiology AI Papers in a Capsule, we explore a groundbreaking study on AI-integrated mammography...
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JMIR AI – Urgency Prediction for Medical Laboratory Tests Through Optimal Sparse Decision Tree: Case Study With Echocardiograms
IntroductionBackgroundIn the present medical landscape, the intricate interplay between innovative techniques has expanded the horizons of medical knowledge and opened...
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