General/
Generative AI Artificial Intelligence in Healthcare: 2023 Year in Review
45 minutes to read
February 29, 2024
General/
Generative AI Artificial Intelligence in Healthcare: 2023 Year in Review
45 minutes to read
February 29, 2024
General/
Generative AI/
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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/
LLM Almanac — Retrieval-Augmented Language Models for Clinical Medicine
45 minutes to read
January 25, 2024
General/
Generative AI/
LLM How well do LLMs cite relevant medical references? An evaluation framework and analyses
45 minutes to read
February 03, 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
General/
LLM BioMedLM : A 2.7B parameter language model trained on biomedical literature.
30 minutes to read
December 01, 2022
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
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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/
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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
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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.
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
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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,
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LLM Ethical AI is all we need!!
45 minutes to read
July 14, 2023
Shreya Mishra, Raghav Awasthi,Anya Mathur, Harshit Mishra,Piyush Mathur
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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
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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
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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’
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August 01, 2020
What is the ideal structure of AI department or center?
General Artificial Intelligence in Healthcare – 2020 Year in Review
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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
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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