Endocrinology										A large sensor foundation model pretrained on continuous glucose monitor data for diabetes management
				            
September 16, 2025
Endocrinology										A large sensor foundation model pretrained on continuous glucose monitor data for diabetes management
				            
September 16, 2025
General										The STARD-AI reporting guideline for diagnostic accuracy studies using artificial intelligence
				            
September 15, 2025
General/
Generative AI/
LLM										TIMER: temporal instruction modeling and evaluation for longitudinal clinical records
				            
September 26, 2025
Anesthesiology/Surgery										Multicenter validation of a scalable, interpretable, multitask prediction model for multiple clinical outcomes
				            
September 30, 2025
General/
Generative AI/
September 19, 2025
General/
Generative AI/
September 30, 2025
General/
Generative AI/
LLM										A foundation model for human-AI collaboration in medical literature mining
				            
September 24, 2025
General										Benefit-Risk Reporting for FDA-Cleared Artificial Intelligence−Enabled Medical Devices
				            
September 26, 2025
Generative AI/
August 28, 2025
Endocrinology										Type 2 Diabetes Pharmacotherapy De-Escalation Through AI-Enabled Lifestyle Modifications: A Randomized Clinical Trial
				            
August 20, 2025
Gastroenterology										Endoscopist deskilling risk after exposure to artificial intelligence in colonoscopy: a multicentre, observational study
				            
August 12, 2025
General/
Generative AI/
August 01, 2025
Generative AI/
August 01, 2025
General/
Generative AI/
LLM										A personal health large language model for sleep and fitness coaching
				            
August 14, 2025
General/
Generative AI/
LLM										Evaluating Hospital Course Summarization by an Electronic Health Record–Based Large Language Model
				            
August 13, 2025
Generative AI/
Pathology										Incidental Prompt Injections on Vision–Language Models in Real-Life Histopathology
				            
May 22, 2025
General										How AI is used in FDA-authorized medical devices: a taxonomy across 1,016 authorizations
				            
February 01, 2025
Cardiology/
Generative AI										An Electrocardiogram Foundation Model Built on over 10 Million Recordings
				            
June 26, 2025
Cardiology										Complete AI-Enabled Echocardiography Interpretation With Multitask Deep Learning
				            
June 23, 2025
Surgery										Explainable Artificial Intelligence: Enhancing Decision-Making in Plastic Surgery
				            
July 15, 2025
Dermatology										A multimodal vision foundation model for clinical dermatology (PanDerm)
				            
June 06, 2025
Cardiology										Complete AI-Enabled Echocardiography Interpretation With Multitask Deep Learning
				            
June 23, 2025
General										LIVING GLOSSARY FOR AI AND MEDICINE
				            
June 01, 2025
Course										AI Passport
				            
June 20, 2025
General/
LLM										BioClinical ModernBERT: A State-of-the-Art Long-Context Encoder for Biomedical and Clinical NLP
				            
June 12, 2025
General										Multinational Attitudes Toward AI in Health Care and Diagnostics Among Hospital Patients
				            
June 10, 2025
Anesthesiology/Surgery/
Critical Care										Artificial intelligence for the prediction of postoperative complications in the critically ill
				            
June 05, 2025
Critical Care/
General/
Generative AI/
May 17, 2025
General/
Generative AI/
LLM										BRIDGE: Benchmarking Large Language Models for  Understanding Real-world Clinical Practice Text
				            
May 01, 2025
General/
Generative AI/
May 13, 2025
General/
Generative AI/
LLM										Physician- and Large Language Model–Generated Hospital Discharge Summaries
				            
May 05, 2025
Book										Voices of Innovation – AI : Fulfilling the Promise of AI in Healthcare
				            
May 30, 2025
General/
Generative AI/
April 16, 2025
General/
Generative AI/
LLM										Towards accurate differential diagnosis with large language models
				            
April 09, 2025
General/
Generative AI/
LLM										A foundation model for human-AI collaboration in medical literature mining (LEADS)
				            
January 27, 2025
General										Healthcare Quality and Patient Safety in the era of AI
				            
March 20, 2025
Cardiology/
Gastroenterology/
Generative AI										Opportunistic Screening of Chronic Liver Disease with Deep-Learning–Enhanced Echocardiography
				            
February 27, 2025
General/
Generative AI/
LLM										Theory of Mind Imitation by LLMs for Physician-Like Human Evaluation
				            
March 05, 2025
Critical Care										Elucidating the causal relationship of mechanical power and lung injury: a dynamic approach to ventilator management
				            
February 28, 2025
Cancer/
January 30, 2025
General/
Generative AI/
LLM										Artificial Intelligence in Healthcare: 2024 Year in Review
				            
February 27, 2025
General/
Generative AI										The TRIPOD-LLM reporting guideline for studies using large language models
				            
January 08, 2025
December 02, 2023
General/
Generative AI/
LLM										An evaluation framework for clinical use of large language models in patient interaction tasks
				            
January 02, 2025
Cardiology/
December 01, 2024
Generative AI/
LLM										Matching patients to clinical trials with large language models (TrialGPT)
				            
November 18, 2024
Book/
November 01, 2024
General										Navigating AI: A Quick Start Guide for Healthcare Professionals
				            
October 27, 2024
General/
Generative AI/
LLM										Testing and Evaluation of Health Care Applications of Large Language Models
				            
October 15, 2024
October 13, 2024
Generative AI/
LLM										MedMobile: A mobile-sized language model with expert-level clinical capabilities
				            
October 11, 2024
Generative AI/
LLM										Large Language Model Influence on Diagnostic Reasoning: A Randomized Clinical Trial
				            
October 28, 2024
General/
Generative AI/
LLM										Large Language Models for More Efficient Reporting of Hospital Quality Measures
				            
October 21, 2024
Anesthesiology/
Anesthesiology/Surgery										Prospective randomized evaluation of the sustained impact of assistive artificial intelligence on anesthetists’ ultrasound scanning for regional anesthesia
				            
October 16, 2024
General/
Generative AI/
LLM										Strategic and Value-based Implementation of Generative AI in Healthcare
				            
September 02, 2024
General/
Generative AI/
LLM										A foundation model for clinician-centered drug repurposing(TxGNN)
				            
September 25, 2024
Generative AI/
Imaging/Radiology/
LLM										MAIRA-2: Grounded Radiology Report Generation
				            
September 20, 2024
General/
Generative AI/
September 28, 2024
General/
Generative AI/
Imaging/Radiology/
LLM										MedImageInsight: An Open-Source Embedding Model for General Domain Medical Imaging
				            
October 09, 2024
Generative AI/
Imaging/Radiology/
September 03, 2024
Generative AI/
LLM										A generalist vision–language foundation model for diverse biomedical tasks(BiomedGPT)
				            
August 07, 2024
General/
Generative AI/
LLM										FHIR-GPT Enhances Health Interoperability with Large Language Models
				            
July 19, 2024
Pathology										A foundation model for clinical-grade computational pathology and rare cancers detection
				            
July 22, 2024
Obstetrics/Gynecology										Diagnostic Accuracy of an Integrated AI Tool to Estimate Gestational Age From Blind Ultrasound Sweeps
				            
August 01, 2024
General/
Generative AI/
LLM										A Call for Artificial Intelligence Implementation Science Centers to Evaluate Clinical Effectiveness
				            
July 10, 2024
General/
Generative AI/
June 27, 2024
General/
Generative AI/
July 01, 2024
General/
Generative AI/
LLM										Evaluation and mitigation of the limitations of large language models in clinical decision-making
				            
July 04, 2024
Generative AI/
Pathology										A pathologist–AI collaboration framework for enhancing diagnostic accuracies and efficiencies
				            
June 19, 2024
General/
Generative AI/
LLM										Me LLaMA: Foundation Large Language Models for Medical Applications
				            
June 05, 2024
Generative AI/
Imaging/Radiology										RAD-DINO: Exploring Scalable Medical Image Encoders Beyond Text Supervision
				            
January 19, 2024
Generative AI/
Imaging/Radiology										Merlin: A Vision Language Foundation Model for 3D Computed Tomography
				            
June 10, 2024
Book										Natural Language Processing in Biomedicine: A Practical Guide
				            
June 12, 2024
Generative AI/
Pathology										A whole-slide foundation model for digital pathology from real-world data(Prov-GigaPath)
				            
May 22, 2024
Generative AI/
Pathology										PRISM: A Multi-modal generative foundation model for slide-level histopathology
				            
May 22, 2024
Dermatology/
Generative AI/
Imaging/Radiology/
Ophthalmology/
Pathology										Advancing Multimodal Medical Capabilities of Gemini
				            
May 06, 2024
Generative AI/
LLM										OpenBioLLM-8B: A State-of-the-Art Open Source Biomedical Large Language Model
				            
April 23, 2024
Generative AI/
Pathology										Hibou: A Family of Foundational Vision Transformers for Pathology
				            
June 07, 2024
Generative AI/
LLM/
Pathology										A Multimodal Generative AI Copilot for Human Pathology (PathChat)
				            
June 12, 2024
Generative AI/
LLM										Hippocrates: An Open-Source Framework for Advancing Large Language Models in Healthcare
				            
April 25, 2024
Cancer/
General/
Generative AI/
April 23, 2024
General/
Generative AI										Artificial Intelligence in Healthcare: 2023 Year in Review
				            
45 minutes to read
February 29, 2024
Cardiology										A Multimodal Video-Based AI Biomarker for Aortic Stenosis Development and Progression
				            
April 06, 2024
General/
Generative AI/
April 01, 2024
Imaging/Radiology										Heterogeneity and predictors of the effects of AI assistance on radiologists
				            
March 19, 2024
General/
LLM										BioMedLM : A 2.7B parameter language model trained on biomedical literature.
				            
30 minutes to read
March 27, 2024
LLM										Polaris: A Safety-focused LLM Constellation Architecture for Healthcare
				            
March 20, 2024
General/
LLM										Systematic analysis of ChatGPT, Google search and Llama 2 for clinical decision support tasks
				            
March 06, 2024
Critical Care										Individualized Treatment Effects of Oxygen Targets in Mechanically Ventilated Critically Ill Adults
				            
45 minutes to read
March 19, 2024
Generative AI/
Pathology										Towards a general-purpose foundation model for computational pathology
				            
45 minutes to read
March 19, 2024
Cancer/
45 minutes to read
March 15, 2024
Generative AI/
Pathology										A visual-language foundation model for computational pathology
				            
45 minutes to read
March 19, 2024
General/
Generative AI/
45 minutes to read
March 11, 2024
General/
Generative AI/
LLM										Apollo: Lightweight Multilingual Medical LLMs towards Democratizing Medical AI to 6B People
				            
45 minutes to read
March 06, 2024
Generative AI/
Imaging/Radiology/
45 minutes to read
February 24, 2024
General/
Generative AI/
LLM										Ambient Artificial Intelligence Scribes to Alleviate the Burden of Clinical Documentation
				            
45 minutes to read
February 21, 2024
General/
Generative AI/
LLM										Adapted large language models can outperform medical experts in clinical text summarization
				            
45 minutes to read
February 27, 2024
General/
LLM										Almanac — Retrieval-Augmented Language Models for Clinical Medicine
				            
45 minutes to read
January 25, 2024
Generative AI/
LLM										MOTOR: A Time-to-event foundation model for structured medical records
				            
December 05, 2023
General/
Generative AI/
LLM										How well do LLMs cite relevant medical references? An evaluation framework and analyses
				            
45 minutes to read
February 03, 2024
General/
Generative AI/
LLM										Me-LLaMA: Foundation Large Language Models for Medical Applications
				            
February 20, 2024
Journal										JMIR AI
				            
Generative AI/
Imaging/Radiology										Segment anything in medical images (MedSAM Foundation Model)
				            
45 minutes to read
January 22, 2024
General/
LLM										MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records
				            
45 minutes to read
December 24, 2023
General/
LLM										EHRSHOT: An EHR Benchmark for Few-Shot Evaluation of Foundation Models
				            
45 minutes to read
December 12, 2023
General/
LLM										HumanELY: Human evaluation of LLM yield, using a novel web-based evaluation tool
				            
45 minutes to read
December 30, 2023
Imaging/Radiology/
LLM										MAIRA-1: A specialised large multimodal model for radiology report generation
				            
45 minutes to read
November 22, 2023
45 minutes to read
November 09, 2023
Journal										NEJM AI
				            
General/
LLM										Can Generalist Foundation Models Outcompete Special-Purpose Tuning?Case Study in Medicine
				            
45 minutes to read
November 28, 2023
LLM/
Pathology										Scaling Self-Supervised Learning for Histopathology with Masked Image Modeling (Phikon)
				            
45 minutes to read
September 14, 2023
Gastroenterology										Artificial intelligence for colorectal neoplasia detection during colonoscopy: a systematic review and meta-analysis of randomized clinical trials
				            
45 minutes to read
November 29, 2023
General/
LLM										MEDITRON-70B: Scaling Medical Pretraining for Large Language Models
				            
45 minutes to read
November 27, 2023
General										Transformer-DeID: Deidentification of free-text clinical notes with transformers
				            
45 minutes to read
November 02, 2023
Book										Translational Application of Artificial Intelligence in Healthcare
				            
November 20, 2023
General										Characterizing the Clinical Adoption of Medical AI Devices through U.S. Insurance Claims
				            
45 minutes to read
November 09, 2023
General/
LLM										LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day
				            
45 minutes to read
June 01, 2023
Book										No-Code Data Science
				            
October 30, 2023
Book										Intelligence-Based Cardiology and Cardiac Surgery
				            
September 01, 2023
General/
LLM										ALPACARE: INSTRUCTION-TUNED LARGE LANGUAGE MODELS FOR MEDICAL APPLICATION
				            
45 minutes to read
October 23, 2023
General/
LLM										Clinical Camel: An Open Expert-Level Medical Language Model with Dialogue-Based Knowledge Encoding
				            
45 minutes to read
August 17, 2023
General/
LLM										Foundation Metrics: Quantifying Effectiveness of Healthcare Conversations powered by Generative AI
				            
45 minutes to read
September 21, 2023
General										APPRAISE-AI Tool for Quantitative Evaluation of AI Studies for Clinical Decision Support
				            
45 minutes to read
September 25, 2023
Book										Clinical Applications of Artificial Intelligence in Real-World Data
				            
November 27, 2023
General/
LLM										A Study of Generative Large Language Model for Medical Research and Healthcare (GatortronGPT)
				            
45 minutes to read
May 22, 2023
LLM/
Pathology										Virchow: A million-slide digital pathology foundation model
				            
45 minutes to read
September 15, 2023
General/
LLM/
Ophthalmology										A foundation model for generalizable disease detection from retinal images(RETFound)
				            
45 minutes to read
September 13, 2023
General/
LLM										Large Language Models Vote: Prompting for Rare Disease Identification
				            
45 minutes to read
August 24, 2023
General										The landscape of biomedical research
				            
30 minutes to read
May 25, 2023
LLM/
Pathology										A visual–language foundation model for pathology image analysis using medical Twitter
				            
45 minutes to read
August 17, 2023
General/
LLM										The shaky foundations of large language models and foundation models for electronic health records
				            
45 minutes to read
July 29, 2023
Cancer/
Dermatology										A reinforcement learning model for AI-based decision support in skin cancer
				            
45 minutes to read
July 28, 2023
General/
LLM										Med-HALT: Medical Domain Hallucination Test for Large Language Models
				            
45 minutes to read
July 28, 2023
General/
LLM										Towards Generalist Biomedical AI: Med-PaLM Multimodal(Med-PaLM M)
				            
45 minutes to read
July 26, 2023
Critical Care										Clinical benefit of AI-assisted lung ultrasound in a resource-limited intensive care unit
				            
30 minutes to read
July 01, 2023
Gastroenterology										Small bowel capsule endoscopy examination and open access database with artificial intelligence: The SEE‐artificial intelligence project
				            
45 minutes to read
June 22, 2023
Book										AI in Clinical Medicine: A Practical Guide for Healthcare Professionals
				            
May 12, 2023
General										Federated benchmarking of medical artificial intelligence with MedPerf
				            
45 minutes to read
April 06, 2023
Anesthesiology/
45 minutes to read
July 07, 2023
Journal										DIGITAL HEALTH
				            
General/
30 minutes to read
June 27, 2023
General										Bias in artificial intelligence algorithms and recommendations for mitigation
				            
30 minutes to read
June 22, 2023
General/
45 minutes to read
May 17, 2023
General										Health system-scale language models are all-purpose prediction engines(NYUtron)
				            
45 minutes to read
June 07, 2023
30 minutes to read
April 18, 2023
General/
LLM										Foundation models for generalist medical artificial intelligence
				            
30 minutes to read
April 12, 2023
Cardiology										Blinded, randomized trial of sonographer versus AI cardiac function assessment
				            
45 minutes to read
April 05, 2023
Anesthesiology/
Surgery										Artificial Intelligence for Perioperative Medicine: Perioperative Intelligence
				            
30 minutes to read
April 01, 2023
General										Common statistical concepts in the supervised Machine Learning arena
				            
45 minutes to read
February 14, 2023
General										Artificial Intelligence in Healthcare: 2022 Year in Review
				            
March 03, 2023
45 minutes to read
January 10, 2023
General/
30 minutes to read
January 04, 2023
General/
LLM										Large Language Models Encode Clinical Knowledge(MedPALM)
				            
30 minutes to read
December 26, 2022
Imaging/Radiology										MedCLIP: Contrastive Learning from Unpaired Medical Images and Text
				            
45 minutes to read
December 07, 2022
Book										AI in Clinical Medicine: A Practical Guide for Healthcare Professionals
				            
February 01, 2023
Gastroenterology										Assessment of the Role of Artificial Intelligence in the Association Between Time of Day and Colonoscopy Quality
				            
30 minutes to read
January 31, 2023
General										Clinical-T5: Large Language Models Built Using MIMIC Clinical Text
				            
45 minutes to read
January 25, 2023
General										MIMIC-IV on FHIR: converting a decade of in-patient data into an exchangeable, interoperable format
				            
30 minutes to read
January 23, 2023
General										BioGPT: generative pre-trained transformer for biomedical text generation and mining
				            
45 minutes to read
September 24, 2022
General										A large language model for electronic health records: Gatortron
				            
30 minutes to read
December 26, 2022
General/
LLM										A comparative study of pretrained language models for long clinical text
				            
45 minutes to read
November 30, 2022
Cardiology/
30 minutes to read
December 14, 2022
General										Randomized Clinical Trials of Machine Learning Interventions in Health Care: A Systematic Review
				            
30 minutes to read
September 29, 2022
Book										Health Informatics: Practical Guide
				            
August 08, 2022
Critical Care										ShockModes: A Multimodal Model for Prognosticating Intensive Care Outcomes from Physician Notes and Vitals
				            
45 minutes to read
December 20, 2022
Anesthesiology/Surgery/
30 minutes to read
November 01, 2022
General										OpenFL: the open federated learning library
				            
30 minutes to read
October 19, 2022
Neurology										Personalized model to predict seizures based on dynamic and static continuous EEG monitoring data
				            
30 minutes to read
October 01, 2022
General										Integrated multimodal artificial intelligence framework for healthcare applications
				            
30 minutes to read
September 20, 2022
General										Randomized Clinical Trials of Machine Learning Interventions in Health Care
				            
30 minutes to read
September 29, 2022
Imaging/Radiology										Expert-level detection of pathologies from unannotated chest X-ray images via self-supervised learning
				            
30 minutes to read
September 15, 2022
General										Moving towards vertically integrated artificial intelligence development
				            
30 minutes to read
September 15, 2022
30 minutes to read
December 01, 2021
General										Factors influencing clinicians’ willingness to use an AI-based clinical decision support system
				            
30 minutes to read
August 26, 2022
Book										Hands-On Healthcare Data: Taming the Complexity of Real-World Data
				            
September 20, 2022
Anesthesiology										Performance of the Hypotension Prediction Index May Be Overestimated Due to Selection Bias
				            
30 minutes to read
September 01, 2022
Cancer/
30 minutes to read
July 01, 2022
30 minutes to read
July 21, 2022
Critical Care/
30 minutes to read
July 21, 2022
General										VacSIM: Learning effective strategies for COVID-19 vaccine distribution using reinforcement learning
				            
30 minutes to read
May 20, 2022
30 minutes to read
May 17, 2022
30 minutes to read
May 18, 2022
Dental/
Dermatology/
45 minutes to read
March 15, 2022
Pathology										Swarm learning for decentralized artificial intelligence in cancer histopathology
				            
30 minutes to read
April 25, 2022
Gastroenterology										Cost-effectiveness of artificial intelligence for screening colonoscopy: a modelling study
				            
30 minutes to read
April 13, 2022
General										The medical algorithmic audit
				            
30 minutes to read
April 05, 2022
Book										Artificial Intelligence Applications in Human Pathology
				            
April 01, 2022
January 01, 2022
General										Artificial Intelligence in Healthcare: 2021 Year in Review
				            
February 27, 2022
Book										Artificial Intelligence in Medicine
				            
February 01, 2022
Surgery										Autonomous robotic laparoscopic surgery for intestinal anastomosis
				            
30 minutes to read
January 26, 2022
30 minutes to read
November 24, 2021
Critical Care										Decoding accelerometry for classification and prediction of critically ill patients with severe brain injury
				            
30 minutes to read
December 08, 2021
Behavioral science/Psychiatry										Patterns of Pre-Treatment Reward Task Brain Activation Predict Individual Antidepressant Response: Key Results from the EMBARC Randomized Clinical Trial
				            
30 minutes to read
September 22, 2021
30 minutes to read
February 18, 2021
30 minutes to read
November 11, 2021
Imaging/Radiology										Cost-effectiveness of artificial intelligence aided vessel occlusion detection in acute stroke: an early health technology assessment
				            
30 minutes to read
October 01, 2021
Anesthesiology/
30 minutes to read
October 19, 2021
General										Evaluation framework to guide implementation of AI systems into healthcare settings
				            
30 minutes to read
October 12, 2021
Anesthesiology										Assisted Fluid Management Software Guidance for Intraoperative Fluid Administration
				            
30 minutes to read
August 01, 2021
Critical Care										Predicting the Need for Vasopressors in the Intensive Care Unit Using an Attention Based Deep Learning Model
				            
Publication: 10 minutes to read
July 01, 2021
General										Launching into clinical space with medspaCy: a new clinical text processing toolkit in Python
				            
30 minutes to read
June 14, 2021
Critical Care										Predictions of hypotension events with physiologic vital sign signatures in the intensive care unit
				            
Publication: 10 minutes to read
June 25, 2021
Book										Mathematics for Machine Learning
				            
April 23, 2020
30 minutes to read
June 01, 2021
Publication: 15 minutes to read
January 05, 2021
Book										Health Informatics: An Interprofessional Approach 2nd Edition
				            
January 31, 2017
January 01, 2021
Book										Artificial Intelligence in Medicine-Technical Basis and Clinical Applications
				            
September 03, 2020
Book										Introduction to Computational Health Informatics
				            
January 14, 2020
Journal										Intelligence-Based Medicine
				            
January 01, 2021
Critical Care										Artificial Intelligence in Critical Care
				            
Publication: 10 minutes to read
September 01, 2019
Journal										BMJ Health & Care Informatics
				            
January 01, 2021
Anesthesiology/
Publication: 10 minutes to read
December 27, 2020
Book										A Radiologist’s Overview of the AI Market: The First 100 Algorithms
				            
March 01, 2021
Anesthesiology										Cardiorespiratory Compromise in the Perioperative Environment – Prediction, Quality, Analytics and AI
				            
Publication: 10 minutes to read
December 23, 2020
Imaging/Radiology										Automated deep learning design for medical image classification by health-care professionals with no coding experience: a feasibility study
				            
Publication: 15 minutes to read
September 01, 2019
Journal										Journal of Biomedical And Health Informatics
				            
January 01, 2021
Book										Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow
				            
October 04, 2022
Journal										Journal of Medical Artificial Intelligence
				            
January 01, 2021
Journal										THE LANCET: Digital Health
				            
January 01, 2021
Book										A Radiologist’s Introduction To AI And Machine Learning
				            
April 01, 2019
Journal										Radiology:Artificial Intelligence
				            
January 01, 2021
Journal										Journal of Informatics in health and Medicine(JAMIA)
				            
January 01, 2021
General										BEHRT: Transformer for Electronic Health Records
				            
Publication: 10 minutes to read
December 17, 2020
30 minutes to read
September 01, 2020
Journal										Frontiers in Digital Health
				            
January 01, 2021
Journal										Nature Biomedical Engineering
				            
January 01, 2021
Journal										JMIR Medical Informatics
				            
January 01, 2021
Anesthesiology										Machine learning models for perioperative research
				            
Publication: 10 minutes to read
December 01, 2020
Book										Artificial Intelligence in Healthcare
				            
January 01, 2020
Journal										JAMA Network Machine Learning
				            
January 01, 2021
Critical Care										Prediction of hypotension events with physiologic vital sign signatures in the intensive care unit
				            
Publication: 10 minutes to read
November 25, 2020
Anesthesiology/
Critical Care										Perioperative intelligence: applications of artificial intelligence in perioperative medicine
				            
Publication: 10 minutes to read
August 29, 2019
Imaging/Radiology										A Multicenter, Scan-Rescan, Human and  Machine Learning CMR Study to Test  Generalizability and Precision in Imaging  Biomarker Analysis
				            
Publication: 15 minutes to read
October 01, 2019
General										How to Read Articles That Use Machine Learning
				            
Publication: 15 minutes to read
December 12, 2019
Critical Care										Screening for cardiac contractile dysfunction using an artificial intelligence–enabled electrocardiogram
				            
Publication: 15 minutes to read
January 07, 2019
Book										Introduction to Biomedical Data Science
				            
November 25, 2019
General										Multimodal Machine Learning for Automated ICD Coding
				            
Publication: 15 minutes to read
September 01, 2019
January 01, 2021
Imaging/Radiology										A comparison of deep learning performance against health-care professionals in detecting diseases from medical imaging: a systematic review and meta-analysis
				            
Publication: 15 minutes to read
October 01, 2019
Publication: 15 minutes to read
September 07, 2019
Critical Care										A clinically applicable approach to continuous prediction of future acute kidney injury
				            
Publication: 15 minutes to read
July 31, 2019
General										Artificial Intelligence for Clinical Trial Design
				            
Publication: 15 minutes to read
July 17, 2019
Imaging/Radiology										Deep Learning to Assess Long-term Mortality From Chest Radiographs
				            
Publication: 15 minutes to read
July 19, 2019
Critical Care/
General										Machine learning as a supportive tool to recognize cardiac arrest in emergency calls
				            
Publication: 15 minutes to read
May 01, 2019
Publication: 15 minutes to read
July 25, 2019
General										Machine Learning in Medicine
				            
Publication: 15 minutes to read
April 04, 2019
General										Applications of machine learning in drug discovery and development
				            
Publication: 15 minutes to read
April 11, 2019
Imaging/Radiology										Development and Validation of a Deep Learning–Based Automated Detection Algorithm for Major Thoracic Diseases on Chest Radiographs
				            
Publication: 15 minutes to read
March 22, 2019
General										Artificial intelligence in healthcare: past, present and future
				            
Publication: 15 minutes to read
June 22, 2017
Anesthesiology/
Publication: 15 minutes to read
March 22, 2019
Publication: 15 minutes to read
September 14, 2018
Cardiology										Fast and accurate view classification of echocardiograms using deep learning
				            
Publication: 15 minutes to read
March 21, 2018
Behavioral science/Psychiatry/
Imaging/Radiology										Predicting Progression from Mild Cognitive Impairment to Alzheimer’s Dementia Using Clinical, MRI, and Plasma Biomarkers via Probabilistic Pattern Classification
				            
Publication: 15 minutes to read
February 12, 2016
General										High-performance medicine: the convergence of human and artificial intelligence
				            
Publication: 10 minutes to read
January 07, 2019
General										The reproducibility crisis in the age of digital medicine
				            
Publication: 15 minutes to read
January 29, 2019
General										Machine learning and medical education
				            
Publication: 10 minutes to read
September 27, 2018
Imaging/Radiology										Laboratory of Quantitative Imaging and Artificial Intelligence (QIAI): Publications
				            
xx
Imaging/Radiology										Canadian Association of Radiologists: suggested readings
				            
xx
Imaging/Radiology										Image reconstruction by domain-transform manifold learning
				            
Publication: 10 minutes to read
March 22, 2018
Critical Care										An Interpretable Machine Learning Model for Accurate Prediction of Sepsis in the ICU
				            
Publication: 15 minutes to read
April 01, 2018
Behavioral science/Psychiatry										Prediction Models of Functional Outcomes for Individuals in the Clinical High-Risk State for Psychosis or With Recent-Onset Depression
				            
Publication: 15 minutes to read
September 26, 2018
Cancer/
Publication: 15 minutes to read
March 01, 2019
Cancer/
Publication: 15 minutes to read
September 17, 2018
Anesthesiology										Artificial Intelligence for Anesthesia: What the Practicing Clinician Needs to Know: More than Black Magic for the Art of the Dark
				            
Publication: 10 minutes to read
October 01, 2018
Anesthesiology/
Surgery										Identify and monitor clinical variation using machine intelligence: a pilot in colorectal surgery
				            
Publication: 10 minutes to read
September 24, 2018
Anesthesiology										Development and Validation of a Deep Neural Network Model for Prediction of Postoperative In-hospital Mortality
				            
Publication: 15 minutes to read
October 01, 2018
Anesthesiology										Machine-learning Algorithm to Predict Hypotension Based on High-fidelity Arterial Pressure Waveform Analysis
				            
Publication: 15 minutes to read
October 01, 2018
Anesthesiology										Supervised Machine-learning Predictive Analytics for Prediction of Postinduction Hypotension
				            
Publication: 15 minutes to read
October 01, 2018
Anesthesiology										Hypotension Prediction Index for Prevention of Hypotension during Moderate- to High-risk Noncardiac Surgery: A Pilot Randomized Trial
				            
Publication: 15 minutes to read
December 01, 2020
Cancer/
Imaging/Radiology										Machine Learning Applications in Head and Neck Radiation Oncology: Lessons From Open-Source Radiomics Challenges
				            
Publication: 15 minutes to read
August 17, 2018
Publication: 10 minutes to read
August 28, 2018
General										Scalable and accurate deep learning with electronic health records
				            
Publication: 15 minutes to read
May 08, 2018
Imaging/Radiology										Deep Learning: A Primer for Radiologists
				            
Publication: 15 minutes to read
November 13, 2017
Cancer/
Imaging/Radiology										Prostate shapes on pre-treatment MRI between prostate cancer patients who do and do not undergo biochemical recurrence are different: Preliminary Findings
				            
Publication: 15 minutes to read
November 20, 2017
Cancer/
Imaging/Radiology										Radiogenomic analysis of hypoxia pathway is predictive of overall survival in Glioblastoma
				            
Publication: 15 minutes to read
January 08, 2018
Imaging/Radiology										Coregistration of Preoperative MRI with Ex Vivo Mesorectal Pathology Specimens to Spatially Map Post-treatment Changes in Rectal Cancer Onto In Vivo Imaging
				            
Publication: 15 minutes to read
January 19, 2018
Cardiology										Artificial Intelligence in Cardiology
				            
July 01, 2018
Publication: 15 minutes to read
December 13, 2016
Cardiology										Machine learning in cardiovascular medicine: are we there yet?
				            
Publication: 15 minutes to read
January 19, 2019
Book										Healthcare Analytics Made Simple
				            
July 01, 2018
General										What This Computer Needs Is a Physician – Humanism and Artificial Intelligence
				            
Publication: 15 minutes to read
January 02, 2018
Critical Care										Artificial intelligence applications in the intensive care unit
				            
Publication: 15 minutes to read
July 01, 2001
Behavioral science/Psychiatry										Generation and evaluation of artificial mental health records for Natural Language Processing
				            
Publication: 15 minutes to read
May 14, 2020
Book										Punish The Machine!: The Promise of Artificial Intelligence in Health Care
				            
February 08, 2019
Publication: 15 minutes to read
April 03, 2020
Publication: 15 minutes to read
May 26, 2020
Cardiology										Deep learning interpretation of echocardiograms
				            
Publication: 15 minutes to read
January 24, 2020
Imaging/Radiology										External Evaluation of 3 Commercial Artificial Intelligence Algorithms for Independent Assessment of Screening Mammograms
				            
Publication: 15 minutes to read
August 27, 2020
General										Deep representation learning of electronic health records to unlock patient stratification at scale
				            
Publication: 15 minutes to read
July 17, 2020
General										BEHRT: Transformer for Electronic Health Records
				            
Publication: 15 minutes to read
April 28, 2020
General										The clinical artificial intelligence department: a prerequisite for success
				            
Publication: 5 minutes to read
July 02, 2020
General										In response to ‘The clinical artificial intelligence department: a prerequisite for success’
				            
Publication: 5 minutes to read
August 01, 2020
General										Artificial Intelligence in Healthcare – 2020 Year in Review
				            
Publication: 10 minutes to read
December 26, 2020
General										Artificial Intelligence in Healthcare – 2019 Year in Review
				            
30 minutes to read
February 01, 2020
General										Artificial Intelligence in Healthcare – 2018 Year in Review(Download PDF below)
				            
Publication:30 minutes to read
April 01, 2018
Book										Secondary Analysis of Electronic Health Records
				            
September 09, 2016
This book trains the next generation of scientists representing different disciplines to leverage the data generated during routine patient care. It formulates a more complete lexicon of evidence-based recommendations and support shared, ethical decision making by doctors with their patients.
Book										Voices of Innovation – AI : Fulfilling the Promise of AI in Healthcare
				            
May 30, 2025
Edward W. Marx, Sakshika Dhingra, Frank Papay, Piyush Mathur
General |
Generative AI |
April 16, 2025
General										Healthcare Quality and Patient Safety in the era of AI
				            
March 20, 2025
General |
Generative AI |
LLM										Theory of Mind Imitation by LLMs for Physician-Like Human Evaluation
				            
March 05, 2025
BrainXAI ReSearch
General |
Generative AI |
LLM										Artificial Intelligence in Healthcare: 2024 Year in Review
				            
February 27, 2025
BrainXAI ReSearch
General										Navigating AI: A Quick Start Guide for Healthcare Professionals
				            
October 27, 2024
General |
Generative AI |
LLM										Strategic and Value-based Implementation of Generative AI in Healthcare
				            
September 02, 2024
General |
Generative AI										Artificial Intelligence in Healthcare: 2023 Year in Review
				            
45 minutes to read
February 29, 2024
Raghav Awasthi, Shreya Mishra, Rachel Grasfield, Julia Maslinski, Dwarikanath Mahapatra, Jacek B. Cywinski, Ashish K. Khanna, Kamal Maheshwari, Chintan Dave, Avneesh Khare, Francis A. Papay, Piyush Mathur
General |
LLM										HumanELY: Human evaluation of LLM yield, using a novel web-based evaluation tool
				            
45 minutes to read
December 30, 2023
Raghav Awasthi, Shreya Mishra, Piyush Mathur, Dwarikanath Mahapatra, Ashish Khanna, Kamal Maheshwari, Jacek Cywinski, Frank Papay,
General |
LLM										Ethical AI is all we need!!
				            
45 minutes to read
July 14, 2023
Shreya Mishra, Raghav Awasthi,Anya Mathur, Harshit Mishra,Piyush Mathur
General |
30 minutes to read
June 27, 2023
Raghav Awasthi, Aditya Nagori, Shreya Mishra, Anya Mathur, Piyush Mathur, Bouchra Nasri
General										Bias in artificial intelligence algorithms and recommendations for mitigation
				            
30 minutes to read
June 22, 2023
Lama H. Nazer , Razan Zatarah,Piyush Mathur, et al.
General										Artificial Intelligence in Healthcare: 2022 Year in Review
				            
March 03, 2023
General |
30 minutes to read
January 04, 2023
Critical Care										ShockModes: A Multimodal Model for Prognosticating Intensive Care Outcomes from Physician Notes and Vitals
				            
45 minutes to read
December 20, 2022
General										Artificial Intelligence in Healthcare: 2021 Year in Review
				            
February 27, 2022
A BrainX Community exclusive review of 4000+ publications related to AI in healthcare published in 2021.
30 minutes to read
November 11, 2021
Shreya Mishra, Raghav Awasthi, Piyush Mathur et al.
Anesthesiology										Cardiorespiratory Compromise in the Perioperative Environment – Prediction, Quality, Analytics and AI
				            
Publication: 10 minutes to read
December 23, 2020
Viewpoint on impacting perioperative quality using big data analytics and AI.
Publication: 15 minutes to read
May 26, 2020
Feature importance based determinants evaluation using two machine learning models.
Dataset: Determinants of COVID-19 mortality in the United States dataset(BrainX)
https://figshare.com/articles/dataset/COVID-19_project_BrainX_Tav_May4_csv/12780872
General										In response to ‘The clinical artificial intelligence department: a prerequisite for success’
				            
Publication: 5 minutes to read
August 01, 2020
What is the ideal structure of AI department or center?
General										Artificial Intelligence in Healthcare – 2020 Year in Review
				            
Publication: 10 minutes to read
December 26, 2020
BrainX Community Exclusive! – A review of 5000+ peer reviewed publications with specialist reviews.
General										Artificial Intelligence in Healthcare – 2019 Year in Review
				            
30 minutes to read
February 01, 2020
A review of 3000+ peer reviewed publications related to artificial intelligence in healthcare published in 2020 with specialist reviews.
General										Artificial Intelligence in Healthcare – 2018 Year in Review(Download PDF below)
				            
Publication:30 minutes to read
April 01, 2018