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General/

Generative AI

Artificial Intelligence in Healthcare: 2023 Year in Review

45 minutes to read

February 29, 2024

General/

Generative AI/

LLM

Generative Artificial Intelligence to Transform Inpatient Discharge Summaries to Patient-Friendly Language and Format

45 minutes to read

Jonah Zaretsky, MD1; Jeong Min Kim; Samuel Baskharoun; Yunan Zhao; Jonathan Austrian; Yindalon Aphinyanaphongs; Ravi Gupta; Saul B. Blecker; Jonah Feldman, MD

March 11, 2024

Course/

General

HELLOAI PROGRAM 2023

EIT Health,GE HealthCare, KTH and LEITAT.

General/

Generative AI/

LLM

Apollo: Lightweight Multilingual Medical LLMs towards Democratizing Medical AI to 6B People

45 minutes to read

XidongWang ,NuoChen ,JunyingChen ,YanHu ,Yidong Wang Xiangbo Wu ,Anningzhe Gao ,Xiang Wan ,Haizhou Li ,Benyou Wang

March 06, 2024

Generative AI/

Imaging/Radiology/

LLM

Multimodal Healthcare AI:Identifying and Designing Clinically Relevant Vision-Language Applications for Radiology

45 minutes to read

Nur Yildirim, Hannah Richardson, Anja Thieme,et al.

February 24, 2024

General/

Generative AI/

LLM

Ambient Artificial Intelligence Scribes to Alleviate the Burden of Clinical Documentation

45 minutes to read

Aaron A. Tierney, PhD, Gregg Gayre, MD, Brian Hoberman, MD, MBA, Britt Mattern, MBA, Manuel Ballesca, MD, Patricia Kipnis, PhD, Vincent Liu, MD, MS, and Kristine Lee, MD

February 21, 2024

Course/

General

Artificial and Augmented Intelligence in Health Care (AMA CME Course)

American Medical Association

General/

LLM

Almanac — Retrieval-Augmented Language Models for Clinical Medicine

45 minutes to read

Cyril Zakka, M.D., Rohan Shad, M.D. and William Hiesinger, M.D.,et al.

January 25, 2024

General/

Generative AI/

LLM

How well do LLMs cite relevant medical references? An evaluation framework and analyses

45 minutes to read

Kevin Wu, Eric Wu, Ally Casasola, Angela Zhang1, Kevin Wei, Teresa Nguyen, Sith Riantawan, Patricia Shi, Daniel Ho,James Zou

February 03, 2024

Journal

JMIR AI

Generative AI/

Imaging/Radiology

Segment anything in medical images (MedSAM Foundation Model)

45 minutes to read

Jun Ma, Yuting He, Feifei Li, Lin Han, Chenyu You & Bo Wang

January 22, 2024

General/

LLM

Towards Conversational Diagnostic AI (AMIE)

45 minutes to read

Tao Tu, Anil Palepu,Alan Karthikesalingam, Vivek Natarajan, et al.

January 11, 2024

General/

LLM

MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records

45 minutes to read

Scott L. Fleming, Alejandro Lozano, William J. Haberkorn, Jenelle A. Jindal, Eduardo P. Reis, Rahul Thapa, Louis Blankemeier, Julian Z. Genkins, Ethan Steinberg, Ashwin Nayak, Birju S. Patel, Chia-Chun Chiang, Alison Callahan, Zepeng Huo, Sergios Gatidis, Scott J. Adams, Oluseyi Fayanju, Shreya J. Shah, Thomas Savage, Ethan Goh, Akshay S. Chaudhari, Nima Aghaeepour, Christopher Sharp, Michael A. Pfeffer, Percy Liang, Jonathan H. Chen, Keith E. Morse, Emma P. Brunskill, Jason A. Fries, Nigam H. Shah

December 24, 2023

General/

LLM

EHRSHOT: An EHR Benchmark for Few-Shot Evaluation of Foundation Models

45 minutes to read

Michael Wornow, Rahul Thapa, Ethan Steinberg, Jason A. Fries, Nigam H. Shah

December 12, 2023

General/

LLM

HumanELY: Human evaluation of LLM yield, using a novel web-based evaluation tool

45 minutes to read

Raghav Awasthi, Shreya Mishra, Dwarikanath Mahapatra, Ashish Khanna, Kamal Maheshwari, Jacek Cywinski, Frank Papay, Piyush Mathur

December 30, 2023

Imaging/Radiology/

LLM

MAIRA-1: A specialised large multimodal model for radiology report generation

45 minutes to read

Stephanie L. Hyland, Shruthi Bannur, Ozan Oktay, Javier Alvarez-Valle, et al.

November 22, 2023

General

Development Pipeline and Geographic Representation of Trials for Artificial Intelligence/Machine Learning–Enabled Medical Devices (2010 to 2023)

45 minutes to read

Miquel Serra-Burriel, Ph.D. , Luca Locher, B.Sc. , and Kerstin N. Vokinger, M.D., J.D., Ph.D.

November 09, 2023

Journal

NEJM AI

NEJM: Various

General/

LLM

Can Generalist Foundation Models Outcompete Special-Purpose Tuning?Case Study in Medicine

45 minutes to read

Harsha Nori, Yin Tat Lee, Chris White, and Eric Horvitz,et al.

November 28, 2023

LLM/

Pathology

Scaling Self-Supervised Learning for Histopathology with Masked Image Modeling (Phikon)

45 minutes to read

Alexandre Filiot, Ridouane Ghermi, Antoine Olivier, Paul Jacob, Lucas Fidon, Alice Mac Kain, Charlie Saillard, Jean-Baptiste Schiratti

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

Shenghan Lou, Fenqi Du , Wenjie Song, Yixiu Xia, Xinyu Yue, Da Yang ,et al.

November 29, 2023

General/

LLM

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

45 minutes to read

Zeming Chen, Alejandro Hernández Cano, Antoine Bosselut, et al.

November 27, 2023

General

Transformer-DeID: Deidentification of free-text clinical notes with transformers

45 minutes to read

Callandra Moore , Lucas Bulgarelli , Tom Pollard , Alistair Johnson

November 02, 2023

Book

Translational Application of Artificial Intelligence in Healthcare

Edited By Sandeep Reddy

November 20, 2023

General

Characterizing the Clinical Adoption of Medical AI Devices through U.S. Insurance Claims

45 minutes to read

Kevin Wu , Eric Wu , James Zou et al.

November 09, 2023

General/

LLM

LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day

45 minutes to read

Chunyuan Li, Cliff Wong, Sheng Zhang, Naoto Usuyama, Haotian Liu, Jianwei Yang, Tristan Naumann, Hoifung Poon, Jianfeng Gao

June 01, 2023

Book

No-Code Data Science

David Patrishkoff, Robert E Hoyt

October 30, 2023

Book

Intelligence-Based Cardiology and Cardiac Surgery

Anthony C Chang, Alfonso Limon, Robert Brisk, Francisco Lopez- Jimenez, Louise Y Sun

September 01, 2023

General/

LLM

ALPACARE: INSTRUCTION-TUNED LARGE LANGUAGE MODELS FOR MEDICAL APPLICATION

45 minutes to read

Xinlu Zhang,Chenxin Tian,Xianjun Yang,Lichang Chen,Zekun Li,Linda Ruth Petzold

October 23, 2023

General/

LLM

Clinical Camel: An Open Expert-Level Medical Language Model with Dialogue-Based Knowledge Encoding

45 minutes to read

Augustin Toma, Patrick R. Lawler, Jimmy Ba, Rahul G. Krishnan, Barry B. Rubin, Bo Wang

August 17, 2023

General/

LLM

Foundation Metrics: Quantifying Effectiveness of Healthcare Conversations powered by Generative AI

45 minutes to read

Mahyar Abbasian, Elahe Khatibi, Yanshan Wang, and Amir M. Rahmani

September 21, 2023

General

APPRAISE-AI Tool for Quantitative Evaluation of AI Studies for Clinical Decision Support

45 minutes to read

Jethro C. C. Kwong, MD, Adree Khondker, MD, Muhammad Mamdani, Alistair E. W. Johnson, et al.

September 25, 2023

Book

Clinical Applications of Artificial Intelligence in Real-World Data

Folkert W. Asselbergs, Spiros Denaxas , Daniel L. Oberski , Jason H. Moore

November 27, 2023

General/

LLM

A Study of Generative Large Language Model for Medical Research and Healthcare (GatortronGPT)

45 minutes to read

Cheng Peng, Xi Yang, Aokun Chen, Jiang Bian, Yonghui Wu, et al.

May 22, 2023

LLM/

Pathology

Virchow: A million-slide digital pathology foundation model

45 minutes to read

Eugene Vorontsov, Alican Bozkurt, Brandon Rothrock,Thomas J. Fuchs et al.

September 15, 2023

Book/

General/

Imaging/Radiology

Medical Image Analysis

Alejandro Frangi, Jerry Prince, Milan Sonka

September 29, 2023

General/

LLM/

Ophthalmology

A foundation model for generalizable disease detection from retinal images(RETFound)

45 minutes to read

Zhou, Y., Chia, M.A., Wagner, S.K. et al.

September 13, 2023

General/

LLM

Large Language Models Vote: Prompting for Rare Disease Identification

45 minutes to read

David Oniani ,Jordan Hilsman ,Hang Dong , Fengyi Gao , Shiven Verma, Yanshan Wang

August 24, 2023

General

The landscape of biomedical research

30 minutes to read

Rita González-Márquez, Luca Schmidt, Benjamin M. Schmidt, Philipp Berens, Dmitry Kobak

May 25, 2023

LLM/

Pathology

A visual–language foundation model for pathology image analysis using medical Twitter

45 minutes to read

Zhi Huang, Federico Bianchi, Mert Yuksekgonul, Thomas J. Montine & James Zou

August 17, 2023

General/

LLM

The shaky foundations of large language models and foundation models for electronic health records

45 minutes to read

Michael Wornow, Yizhe Xu, Rahul Thapa, Birju Patel, Ethan Steinberg, Scott Fleming, Michael A. Pfeffer, Jason Fries & Nigam H. Shah

July 29, 2023

Cancer/

Dermatology

A reinforcement learning model for AI-based decision support in skin cancer

45 minutes to read

Catarina Barata, Veronica Rotemberg, Iris Zalaudek & Harald Kittler ,et al.

July 28, 2023

General/

LLM

Med-HALT: Medical Domain Hallucination Test for Large Language Models

45 minutes to read

Logesh Kumar Umapathi, Ankit Pal, Malaikannan Sankarasubbu

July 28, 2023

General/

LLM

Med-Flamingo: a Multimodal Medical Few-shot Learner

45 minutes to read

Michael Moor, Qian Huang, Shirley Wu, Michihiro Yasunaga, Cyril Zakka, Yash Dalmia, Eduardo Pontes Reis, Pranav Rajpurkar, Jure Leskovec

July 27, 2023

General/

LLM

Ethical AI is all we need!!

45 minutes to read

Shreya Mishra, Raghav Awasthi,Anya Mathur, Harshit Mishra and Piyush Mathur

July 14, 2023

General/

LLM

Towards Generalist Biomedical AI: Med-PaLM Multimodal(Med-PaLM M)

45 minutes to read

Danny Driess, Alan Karthikesalingam, and Vivek Natarajan, et al.

July 26, 2023

Critical Care

Clinical benefit of AI-assisted lung ultrasound in a resource-limited intensive care unit

30 minutes to read

Phung Tran Huy Nhat, Nguyen Van Hao, VITAL Consortium & Alberto Gomez,et al.

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

Akihito Yokote, Junji Umeno, and Takehiro Torisu, et al.

June 22, 2023

General

Federated benchmarking of medical artificial intelligence with MedPerf

45 minutes to read

Alexandros Karargyris , Renato Umeton,Peter Mattson, et al.

April 06, 2023

Anesthesiology/

Surgery

Development and Validation of a Machine Learning Model to Identify Patients Before Surgery at High Risk for Postoperative Adverse Events

45 minutes to read

Aman Mahajan, Stephen Esper, Oscar C. Marroquin, et al.

July 07, 2023

Journal

DIGITAL HEALTH

Sage Journals

General/

LLM

Managing the Infodemic: Leveraging Deep Learning to Evaluate the Maturity Level of AI-Based COVID-19 Publications for Knowledge Surveillance and Decision Support

30 minutes to read

Raghav Awasthi, Aditya Nagori, Shreya Mishra, Anya Mathur, Piyush Mathur, Bouchra Nasri

June 27, 2023

General

Bias in artificial intelligence algorithms and recommendations for mitigation

30 minutes to read

Lama H. Nazer , Razan Zatarah, Shai Waldrip, Janny Xue Chen Ke, Mira Moukheiber, Ashish K. Khanna, Rachel S. Hicklen, Lama Moukheiber, Dana Moukheiber, Haobo Ma, Piyush Mathur

June 22, 2023

General/

LLM

Accelerating the integration of ChatGPT and other large-scale AI models into biomedical research and healthcare

45 minutes to read

Ding-Qiao Wang, Long-Yu Feng, Jin-Guo Ye, Jin-Gen Zou, Ying-Feng Zheng

May 17, 2023

General

Health system-scale language models are all-purpose prediction engines(NYUtron)

45 minutes to read

Lavender Yao Jiang, Xujin Chris Liu, Kyunghyun Cho ,Eric Karl Oermann,et al.

June 07, 2023

Book/

LLM

Bing Copilot and Other LLM: Revolutionizing Healthcare With AI

Harvey Castro

April 06, 2023

Book/

LLM

The AI Revolution in Medicine: GPT-4 and Beyond

Peter Lee , Carey Goldberg , Isaac Kohane

May 06, 2023

General

More than algorithms: an analysis of safety events involving ML-enabled medical devices reported to the FDA

30 minutes to read

David Lyell, Ying Wang, Enrico Coiera, Farah Magrabi

April 18, 2023

General/

LLM

Foundation models for generalist medical artificial intelligence

30 minutes to read

Michael Moor, Oishi Banerjee, Zahra Shakeri Hossein Abad, Harlan M. Krumholz, Jure Leskovec, Eric J. Topol & Pranav Rajpurkar

April 12, 2023

Cardiology

Blinded, randomized trial of sonographer versus AI cardiac function assessment

45 minutes to read

Bryan He, Alan C. Kwan, Jae Hyung Cho, Neal Yuan, Charles Pollick, Takahiro Shiota, Joseph Ebinger, Natalie A. Bello, Janet Wei, Kiranbir Josan, Grant Duffy, Melvin Jujjavarapu, Robert Siegel, Susan Cheng, James Y. Zou & David Ouyang

April 05, 2023

Anesthesiology/

Surgery

Artificial Intelligence for Perioperative Medicine: Perioperative Intelligence

30 minutes to read

Maheshwari, Kamal ; Cywinski, Jacek B. ; Papay, Frank ; Khanna, Ashish K. ; Mathur, Piyush

April 01, 2023

General

Common statistical concepts in the supervised Machine Learning arena

45 minutes to read

Hooman H. Rashidi, Samer Albahra, Scott Robertson, Nam K. Tran and Bo Hu

February 14, 2023

General

Artificial Intelligence in Healthcare: 2022 Year in Review

Mishra, S., R. Awasthi, J. Cywinski, A. Khanna, K. Maheshwari, A. Naylor, N. Abdallah, C. Weight, A. Bhattacharyya, A. Khare, G. Singh, S. Reddy, J. Cha, A. Anand, H. Nguyen, A. Tandon, J. Lee, N. Farrokhian, S. Sharma, A. Khosla, A. Ozair, R. Gullapalli, A. Guha, A. Bur, S. Chawla, T. Vachon, S. Segal, A. Tiwari, M. Ahluwalia, F. Papay and P. Mathur

March 03, 2023

General/

LLM

BioMedLM : A 2.7B parameter language model trained on biomedical literature.

30 minutes to read

Elliot Bolton,David Hall,Michihiro Yasunaga,Tony Lee,Chris Manning and Percy Liang

December 01, 2022

Course

AI for Medicine Specialization: DeepLearning.Ai

Pranav Rajpurkar,et al.

Imaging/Radiology

Multicentre external validation of a commercial artificial intelligence software to analyse chest radiographs in health screening environments with low disease prevalence

45 minutes to read

Cherry Kim, Zepa Yang, Seong Ho Park, Sung Ho Hwang, Yu-Whan Oh, Eun-Young Kang & Hwan Seok Yong

January 10, 2023

General/

LLM

Quantitative and Qualitative evaluation of the recent Artificial Intelligence in Healthcare publications using Deep-Learning

30 minutes to read

Raghav Awasthi, Shreya Mishra, Jacek B Cywinski, Kamal Maheshwari, Ashish K Khanna, Francis A. Papay, Piyush Mathur

January 04, 2023

General/

LLM

Large Language Models Encode Clinical Knowledge(MedPALM)

30 minutes to read

Karan Singhal, Shekoofeh Azizi, Alan Karthikesalingam, and Vivek Natarajan ,et al.

December 26, 2022

Imaging/Radiology

MedCLIP: Contrastive Learning from Unpaired Medical Images and Text

45 minutes to read

Zifeng Wang,Zhenbang Wu, DineshAgarwal,JimengSun

December 07, 2022

Book

AI in Clinical Medicine: A Practical Guide for Healthcare Professionals

Michael F. Byrne (Editor), Nasim Parsa (Co-Editor)

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

Zihua Lu; Lihui Zhang; Liwen Yao; et al

January 31, 2023

General

Clinical-T5: Large Language Models Built Using MIMIC Clinical Text

45 minutes to read

Eric Lehman , Alistair Johnson

January 25, 2023

General

MIMIC-IV on FHIR: converting a decade of in-patient data into an exchangeable, interoperable format

30 minutes to read

Alex M Bennett, Hannes Ulrich, Philip van Damme, Joshua Wiedekopf, Alistair E W Johnson

January 23, 2023

General

BioGPT: generative pre-trained transformer for biomedical text generation and mining

45 minutes to read

Renqian Luo , Liai Sun, Yingce Xia , Tao Qin , Sheng Zhang , Hoifung Poon and Tie-Yan Liu

September 24, 2022

General

A large language model for electronic health records: Gatortron

30 minutes to read

Xi Yang, Jiang Bian & Yonghui Wu et al.

December 26, 2022

General/

LLM

A comparative study of pretrained language models for long clinical text

45 minutes to read

Yikuan Li, Ramsey M Wehbe, Faraz S Ahmad, Hanyin Wang, Yuan Luo

November 30, 2022

Cardiology/

Critical Care

Machine learning for the real-time assessment of left ventricular ejection fraction in critically ill patients: a bedside evaluation by novices and experts in echocardiography

30 minutes to read

Rita Varudo, Filipe A. Gonzalez & Frederic Michard, et al.

December 14, 2022

General

Randomized Clinical Trials of Machine Learning Interventions in Health Care: A Systematic Review

30 minutes to read

Deborah Plana; Dennis L. Shung; Alyssa A. Grimshaw; et al

September 29, 2022

Book

Health Informatics: Practical Guide

William Hersch, MD

August 08, 2022

Critical Care

ShockModes: A Multimodal Model for Prognosticating Intensive Care Outcomes from Physician Notes and Vitals

45 minutes to read

Ridam Pal, Shaswat Patel, Akshala Bhatnagar, Hardik Garg, Pradeep Singh, Ritesh Singh Soun, Aditya Agarwal, Aditya Nagori, Ashish Khanna, Rakesh Lodha, Piyush Mathur, Tavpritesh Sethi

December 20, 2022

Course

No Code – Low Code Machine Learning For Healthcare

Aziz Nazha MD / AI4Healthcare

Anesthesiology/Surgery/

Critical Care

Prediction of Postoperative Deterioration in Cardiac Surgery Patients Using Electronic Health Record and Physiologic Waveform Data

30 minutes to read

Michael R. Mathis, M.D.; Milo C. Engoren, M.D.; Kayvan Najarian, Ph.D.; Jonathan Gryak, Ph.D., et al.

November 01, 2022

Course

AI in Healthcare Specialization Course: Stanford

Nigam Shah et al.

General

OpenFL: the open federated learning library

30 minutes to read

Patrick Foley, Micah J Sheller, Prashant Shah & Spyridon Bakas,et al.

October 19, 2022

Journal

Mayo Clinic Proceedings: Digital Health

Editor in Chief: Dr. Francisco Lopez-Jimenez, MD, MSc, FACC, FAHA

Neurology

Personalized model to predict seizures based on dynamic and static continuous EEG monitoring data

30 minutes to read

Moein Amin, Christopher Newey, Vineet Punia, Stephen Hantus,Aziz Nazha

October 01, 2022

General

Integrated multimodal artificial intelligence framework for healthcare applications

30 minutes to read

Luis R. Soenksen, Yu Ma, Ignacio Fuentes & Dimitris Bertsimas , et al.

September 20, 2022

General

Randomized Clinical Trials of Machine Learning Interventions in Health Care

30 minutes to read

Deborah Plana; Dennis L. Shung; Alyssa A. Grimshaw; et al

September 29, 2022

Imaging/Radiology

Expert-level detection of pathologies from unannotated chest X-ray images via self-supervised learning

30 minutes to read

Ekin Tiu, Ellie Talius, Pujan Patel, Curtis P. Langlotz, Andrew Y. Ng & Pranav Rajpurkar

September 15, 2022

General

Moving towards vertically integrated artificial intelligence development

30 minutes to read

Joe Zhang ,et al.

September 15, 2022

General

Dynamic Digital Twin: Diagnosis, Treatment, Prediction, and Prevention of Disease During the Life Course

30 minutes to read

Skander Tahar Mulder, et al.

December 01, 2021

General

Factors influencing clinicians’ willingness to use an AI-based clinical decision support system

30 minutes to read

Avishek Choudhury

August 26, 2022

Book

Hands-On Healthcare Data: Taming the Complexity of Real-World Data

Andrew Nguyen

September 20, 2022

Anesthesiology

Performance of the Hypotension Prediction Index May Be Overestimated Due to Selection Bias

30 minutes to read

Johannes Enevoldsen, M.D.; Simon T. Vistisen, M.Sc., Ph.D.

September 01, 2022

Cancer/

LLM

CancerBERT: a cancer domain-specific language model for extracting breast cancer phenotypes from electronic health records

30 minutes to read

Sicheng Zhou, Nan Wang, Liwei Wang, Hongfang Liu, and Rui Zhang

July 01, 2022

General

Factors driving provider adoption of the TREWS machine learning-based early warning system and its effects on sepsis treatment timing

30 minutes to read

Katharine E. Henry,Albert W. Wu & Suchi Saria, et al.

July 21, 2022

Critical Care/

General

Prospective, multi-site study of patient outcomes after implementation of the TREWS machine learning-based early warning system for sepsis

30 minutes to read

Roy Adams, Albert W. Wu, Suchi Saria, et al.

July 21, 2022

General

VacSIM: Learning effective strategies for COVID-19 vaccine distribution using reinforcement learning

30 minutes to read

Raghav Awasthi,Keerat Kaur Guliani, Tavpritesh Sethi,et al.

May 20, 2022

General

A bias evaluation checklist for predictive models and its pilot application for 30-day hospital readmission models

30 minutes to read

H Echo Wang, Matthew Landers, Suchi Saria, et al.

May 17, 2022

Dental/

Dermatology/

General

Cost-effectiveness of Artificial Intelligence as a Decision-Support System Applied to the Detection and Grading of Melanoma, Dental Caries, and Diabetic Retinopathy

45 minutes to read

Jesus Gomez Rossi, DMD, MSc; Natalia Rojas-Perilla, PhD; Joachim Krois, PhD; et al

March 15, 2022

Pathology

Swarm learning for decentralized artificial intelligence in cancer histopathology

30 minutes to read

Oliver Lester Saldanha, Jakob Nikolas Kather, et al.

April 25, 2022

Gastroenterology

Cost-effectiveness of artificial intelligence for screening colonoscopy: a modelling study

30 minutes to read

Prof Miguel Areia, MD ;Yuichi Mori, MD ; Prof Prateek Sharma, MD et al.

April 13, 2022

General

The medical algorithmic audit

30 minutes to read

Xiaoxuan Liu; PhD Ben Glocker, PhD ;Lauren Oakden-Rayner, MBBS ,et al.

April 05, 2022

Book

Artificial Intelligence Applications in Human Pathology

Ralf Huss and Michael Grunkin

April 01, 2022

Artificial Intelligence in Cardiothoracic Imaging

Carlo N. De Cecco, Marly van Assen, Tim Leiner

January 01, 2022

General

Artificial Intelligence in Healthcare: 2021 Year in Review

BrainX Community

February 27, 2022

Book

Artificial Intelligence in Medicine

Niklas Lidströmer, Hutan Ashrafian

February 01, 2022

Surgery

Autonomous robotic laparoscopic surgery for intestinal anastomosis

30 minutes to read

H. Saeidi, J. D. Opfermann,A. Krieger, et al.

January 26, 2022

Critical Care

Decoding accelerometry for classification and prediction of critically ill patients with severe brain injury

30 minutes to read

Shubhanyu Bhattacharyay, John Rattray, Robert D. Stevens

December 08, 2021

Cardiology

Utility of a Deep-Learning Algorithm to Guide Novices to Acquire Echocardiograms for Limited Diagnostic Use

30 minutes to read

Akhil Narang, MD; Richard Bae, MD; Ha Hong, PhD; et al.

February 18, 2021

General

DiagnosisQA: A semi-automated pipeline for developing clinician validated diagnosis specific QA datasets

30 minutes to read

Shreya Mishra, Raghav Awasthi, Frank Papay, Kamal Maheshawari, Jacek B Cywinski, Ashish Khanna, Piyush Mathur

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

Kicky G. van Leeuwen, Frederick J. A. Meijer,Maarten de Rooij, et al.

October 01, 2021

Anesthesiology/

Surgery

Automated analysis of ambulatory surgery patient experience comments using artificial intelligence for quality improvement

30 minutes to read

Piyush Mathur,Jacek B Cywinski,Kamal Maheshwari,Francis A Papay,et al.

October 19, 2021

General

Evaluation framework to guide implementation of AI systems into healthcare settings

30 minutes to read

Sandeep Reddy,Wendy Rogers,Piyush Mathur,Blair Kelly,et al.

October 12, 2021

Anesthesiology

Assisted Fluid Management Software Guidance for Intraoperative Fluid Administration

30 minutes to read

Kamal Maheshwari et al.

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

Kwak, Gloria Hyunjung; Ling, Lowell; Hui, Pan

July 01, 2021

General

Launching into clinical space with medspaCy: a new clinical text processing toolkit in Python

30 minutes to read

Hannah Eyre, Alec B Chapman & Olga V Patterson, et al.

June 14, 2021

Critical Care

Predictions of hypotension events with physiologic vital sign signatures in the intensive care unit

Publication: 10 minutes to read

Joo Heung Yoon, Vincent Jeanselme, Gilles Clermont, et al

June 25, 2021

Book

Mathematics for Machine Learning

Marc Peter Deistenroth, Aldo Faisal, Cheng Soon Ong

April 23, 2020

General

External Validation of a Widely Implemented Proprietary Sepsis Prediction Model in Hospitalized Patients

30 minutes to read

Andrew Wong, MD; Erkin Otles, MEng; John P. Donnelly, PhD; et al

June 01, 2021

Endocrinology

Multicenter, Head-to-Head, Real-World Validation Study of Seven Automated Artificial Intelligence Diabetic Retinopathy Screening Systems

Publication: 15 minutes to read

Aaron Y. Lee, Ryan T. Yanagihara,Edward J. Boyko et al.

January 05, 2021

Book

Health Informatics: An Interprofessional Approach 2nd Edition

Ramona Nelson, PhD, RN-BC, ANEF, FAAN and Nancy Staggers, PhD, RN, FAAN

January 31, 2017

Book

Artificial Intelligence

Sandeep Reddy

January 01, 2021

Book

Artificial Intelligence in Medicine-Technical Basis and Clinical Applications

Lei Xing, Maryellen Geiger and James Min

September 03, 2020

Book

Introduction to Computational Health Informatics

Arvind Kumar Bansal, Javed Iqbal Khan and Kaisar Alam

January 14, 2020

Journal

Intelligence-Based Medicine

January 01, 2021

Book

Health Information Technology Evaluation Handbook: From Meaningful Use to Meaningful Outcome (HIMSS Book)

Vitaly Herasevich, MD, PhD, MSc ; Brian W. Pickering, MD, MSc

January 01, 2022

Critical Care

Artificial Intelligence in Critical Care

Publication: 10 minutes to read

Mathur, Piyush MD, FCCM; Burns, Michael L. MD, PhD

September 01, 2019

Journal

BMJ Health & Care Informatics

BMJ

January 01, 2021

Anesthesiology/

Surgery

Machine Learning Models to Predict Major Adverse Cardiovascular Events After Orthotopic Liver Transplantation: A Cohort Study

Publication: 10 minutes to read

Vardhmaan Jain, Agam Bansal, Jacek Cywinksi, Maged Argalious, et al

December 27, 2020

Book

A Radiologist’s Overview of the AI Market: The First 100 Algorithms

Ty Vachon,M.D.; Michael Doxey M.D.; Kent Hall, M.D.

March 01, 2021

Anesthesiology

Cardiorespiratory Compromise in the Perioperative Environment – Prediction, Quality, Analytics and AI

Publication: 10 minutes to read

A. Khanna, P. Mathur, J. Cywinkski, K. Maheshwari

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

Livia Faes, MD, Siegfried K Wagner, BMBCh, Dun Jack Fu, PhD et al.

September 01, 2019

Journal

Journal of Biomedical And Health Informatics

IEEE

January 01, 2021

Book

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow

Aurelien Geron

October 04, 2022

Journal

Journal of Medical Artificial Intelligence

JMAI

January 01, 2021

Journal

THE LANCET: Digital Health

Lancet

January 01, 2021

Book

A Radiologist’s Introduction To AI And Machine Learning

Ty Vachon,M.D.; Leigh Shuman M.D.

April 01, 2019

Journal

Radiology:Artificial Intelligence

RSNA

January 01, 2021

Journal

Journal of Informatics in health and Medicine(JAMIA)

AMIA

January 01, 2021

General

BEHRT: Transformer for Electronic Health Records

Publication: 10 minutes to read

Yikuan Li, Shishir Rao

December 17, 2020

Journal

Frontiers in Digital Health

Frontiers

January 01, 2021

Journal

Nature Biomedical Engineering

Nature

January 01, 2021

Journal

JMIR Medical Informatics

JMIR

January 01, 2021

Anesthesiology

Machine learning models for perioperative research

Publication: 10 minutes to read

Kamal Maheshwari, Piyush Mathur, AlparslanTuran

December 01, 2020

Book

Artificial Intelligence in Healthcare

Adam Bohr and Kaveh Memarzadeh

January 01, 2020

Journal

JAMA Network Machine Learning

JAMA

January 01, 2021

Critical Care

Prediction of hypotension events with physiologic vital sign signatures in the intensive care unit

Publication: 10 minutes to read

Joo Heung Yoon, Vincent Jeanselme, Gilles Clermont, et al.

November 25, 2020

Anesthesiology/

Critical Care

Perioperative intelligence: applications of artificial intelligence in perioperative medicine

Publication: 10 minutes to read

Kamal Maheshwari, Kurt Ruetzler, Bernd Saugel et al. [BrainX author]

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

Anish N. Bhuva, MBBS et al

October 01, 2019

General

How to Read Articles That Use Machine Learning

Publication: 15 minutes to read

Yun Liu, PhD; Po-Hsuan Cameron Chen, PhD; Jonathan Krause, PhD; et al

December 12, 2019

Critical Care

Screening for cardiac contractile dysfunction using an artificial intelligence–enabled electrocardiogram

Publication: 15 minutes to read

Zachi I. Attia, Suraj Kapa, Francisco Lopez-Jimenez, et al.

January 07, 2019

Book

Introduction to Biomedical Data Science

Robert Hoyt , Robert A. Muenchen

November 25, 2019

General

Multimodal Machine Learning for Automated ICD Coding

Publication: 15 minutes to read

Keyang Xu, Mike Lam, Jingzhi Pang et al [BrainX team collaboration]

September 01, 2019

PLOS Digital Health

PLOS

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

Xiaoxuan Liu, MBChB, Livia Faes, MD, Aditya U Kale, MBChB et al.

October 01, 2019

Cardiology

An artificial intelligence-enabled ECG algorithm for the identification of patients with atrial fibrillation during sinus rhythm: a retrospective analysis of outcome prediction

Publication: 15 minutes to read

Zachi I Attia, MS, Peter A Noseworthy, MD, Prof Francisco Lopez-Jimenez, MD et al.

September 07, 2019

Critical Care

A clinically applicable approach to continuous prediction of future acute kidney injury

Publication: 15 minutes to read

Nenad Tomašev, Xavier Glorot, Jack W. Rae,

July 31, 2019

General

Artificial Intelligence for Clinical Trial Design

Publication: 15 minutes to read

Stefan Harrer Pratik Shah Bhavna Antony Jianying Hu

July 17, 2019

Imaging/Radiology

Deep Learning to Assess Long-term Mortality From Chest Radiographs

Publication: 15 minutes to read

Lu MT, Ivanov A, Mayrhofer T, Hosny et al.

July 19, 2019

Critical Care/

General

Machine learning as a supportive tool to recognize cardiac arrest in emergency calls

Publication: 15 minutes to read

Stig Nikolaj Blomberg Fredrik Folke Annette Kjær Ersbøll et al.

May 01, 2019

Cancer

Assessment of Deep Natural Language Processing in Ascertaining Oncologic Outcomes From Radiology Reports

Publication: 15 minutes to read

Kehl KL, Elmarakeby H, Nishino M, et al.

July 25, 2019

General

Machine Learning in Medicine

Publication: 15 minutes to read

Alvin Rajkomar, M.D., Jeffrey Dean, Ph.D., and Isaac Kohane, M.D., Ph.D. et al.

April 04, 2019

General

Applications of machine learning in drug discovery and development

Publication: 15 minutes to read

Vamathevan, J., Clark, D., Czodrowski, P. et al.

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

Hwang EJ, Park S, Jin K, et al.

March 22, 2019

General

Artificial intelligence in healthcare: past, present and future

Publication: 15 minutes to read

Lee, J., Mark, R.G.

June 22, 2017

Anesthesiology/

General

Evaluation of Machine-Learning Algorithms for Predicting Opioid Overdose Risk Among Medicare Beneficiaries With Opioid Prescriptions

Publication: 15 minutes to read

Lo-Ciganic W, Huang JL, Zhang HH, et al.

March 22, 2019

Neurology

Modeling and prediction of clinical symptom trajectories in Alzheimer’s disease using longitudinal data

Publication: 15 minutes to read

Bhagwat N, Viviano JD, Voineskos AN et al.

September 14, 2018

Cardiology

Fast and accurate view classification of echocardiograms using deep learning

Publication: 15 minutes to read

Ali Madani, Ramy Arnaout, Mohammad Mofrad et al.

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

Igor O. Korolev , Laura L. Symonds, Andrea C. Bozoki, et al.

February 12, 2016

General

High-performance medicine: the convergence of human and artificial intelligence

Publication: 10 minutes to read

Eric J Topol

January 07, 2019

General

The reproducibility crisis in the age of digital medicine

Publication: 15 minutes to read

Aaron Stupple, David Singerman & Leo Anthony Celi

January 29, 2019

General

Machine learning and medical education

Publication: 10 minutes to read

Vijaya B. Kolachalama, Priya S. Garg et al.

September 27, 2018

Imaging/Radiology

Canadian Association of Radiologists: suggested readings

xx

Canadian Association of Radiologists

Imaging/Radiology

Image reconstruction by domain-transform manifold learning

Publication: 10 minutes to read

Bo Zhu, Jeremiah Z. Liu, Stephen F. Cauley et al.

March 22, 2018

Critical Care

An Interpretable Machine Learning Model for Accurate Prediction of Sepsis in the ICU

Publication: 15 minutes to read

Shamim Nemati, Andre Holder, Fereshteh Razmi et al.

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

Nikolaos Koutsouleris MD Lana Kambeitz-Ilankovic PhD, Stephan Ruhrmann, MD et al.

September 26, 2018

Cancer/

Pathology

Spatial Architecture and Arrangement of Tumor-Infiltrating Lymphocytes for Predicting Likelihood of Recurrence in Early-Stage Non–Small Cell Lung Cancer

Publication: 15 minutes to read

Germán Corredor, Xiangxue Wang, Yu Zhou et al.

March 01, 2019

Cancer/

Pathology

Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning

Publication: 15 minutes to read

Coudray et al.

September 17, 2018

Anesthesiology/

Surgery

Identify and monitor clinical variation using machine intelligence: a pilot in colorectal surgery

Publication: 10 minutes to read

Maheshwari K, Cywinski J, Mathur P, et al

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

Christine K. Lee, M.S., Ph.D.; Ira Hofer, M.D.; Eilon Gabel, M.D. et al

October 01, 2018

Anesthesiology

Machine-learning Algorithm to Predict Hypotension Based on High-fidelity Arterial Pressure Waveform Analysis

Publication: 15 minutes to read

Feras Hatib, Ph.D.; Zhongping Jian, Ph.D.; Sai Buddi, Ph.D. et al

October 01, 2018

Anesthesiology

Supervised Machine-learning Predictive Analytics for Prediction of Postinduction Hypotension

Publication: 15 minutes to read

Samir Kendale, M.D.; Prathamesh Kulkarni, Ph.D.; Andrew D. Rosenberg, M.D et al

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

Kamal Maheshwari et al.

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

Hesham Elhalawami et al.

August 17, 2018

Ophthalmology

Pivotal trial of an autonomous AI-based diagnostic system for detection of diabetic retinopathy in primary care offices Ophthalmology

Publication: 10 minutes to read

Michael D. Abràmoff Philip T. Lavin, et al

August 28, 2018

General

Scalable and accurate deep learning with electronic health records

Publication: 15 minutes to read

Alvin Rajkomar, et al.

May 08, 2018

Imaging/Radiology

Deep Learning: A Primer for Radiologists

Publication: 15 minutes to read

Chartrand G, Cheng PM, Vorontsov E, et al

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

Soumya Ghose, Rakesh Shiradkar, Mirabela Rusu , et al

November 20, 2017

Cancer/

Imaging/Radiology

Radiogenomic analysis of hypoxia pathway is predictive of overall survival in Glioblastoma

Publication: 15 minutes to read

Niha Beig, Jay Patel, Prateek Prasanna, et al

January 08, 2018

Cardiology

Artificial Intelligence in Cardiology

Kipp W. Johnson, Jessica Torres Soto, Benjamin S. Glicksberg, Khader Shameer, Riccardo Miotto, Mohsin Ali, Euan Ashley and Joel T. Dudley

July 01, 2018

Cardiology

Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

Publication: 15 minutes to read

Varun Gulshan, PhD; et al.

December 13, 2016

Cardiology

Machine learning in cardiovascular medicine: are we there yet?

Publication: 15 minutes to read

Shameer K,Johnson KW,Glickberg BS,Dudley JT,Sengupta PP

January 19, 2019

Book

Healthcare Analytics Made Simple

Vikas Kumar

July 01, 2018

General

What This Computer Needs Is a Physician – Humanism and Artificial Intelligence

Publication: 15 minutes to read

Abraham Verghese, MD; Nigam H.Shah,MBBS,PhD;Robert A. Harrington, MD

January 02, 2018

Critical Care

Artificial intelligence applications in the intensive care unit

Publication: 15 minutes to read

C. William Hanson III, MD, FCCM; Bryan E. Marshall, MD, FRCP, FRCA

July 01, 2001

Behavioral science/Psychiatry

Generation and evaluation of artificial mental health records for Natural Language Processing

Publication: 15 minutes to read

Julia Ive,Natalia Viani,et al.

May 14, 2020

Book

Punish The Machine!: The Promise of Artificial Intelligence in Health Care

Uli K. Chettipally MD MPH

February 08, 2019

General

Personalized predictions of patient outcomes during and after hospitalization using artificial intelligence

Publication: 15 minutes to read

C. Beau Hilton,Alex Milinovich et al.

April 03, 2020

General

Explainable machine learning models to understand determinants of COVID-19 mortality in the United States

Publication: 15 minutes to read

​Piyush Mathur, Tavpritesh Sethi, Anya Mathur,Kamal Maheshwari, Jacek B Cywinski, Ashish K Khanna, Simran Dua​, Frank Papay

May 26, 2020

Cardiology

Deep learning interpretation of echocardiograms

Publication: 15 minutes to read

Amirata Ghorbani, David Ouyang, James Y. Zou ,et al.

January 24, 2020

Imaging/Radiology

External Evaluation of 3 Commercial Artificial Intelligence Algorithms for Independent Assessment of Screening Mammograms

Publication: 15 minutes to read

Mattie Salim; Erik Wåhlin ; Karin Dembrower, et al.

August 27, 2020

General

Deep representation learning of electronic health records to unlock patient stratification at scale

Publication: 15 minutes to read

Isotta Landi,Benjamin S. Glicksberg, Riccardo Miotto et al.

July 17, 2020

General

BEHRT: Transformer for Electronic Health Records

Publication: 15 minutes to read

Yikuan Li, Shishir Rao

April 28, 2020

General

The clinical artificial intelligence department: a prerequisite for success

Publication: 5 minutes to read

Christopher V. Cosgriff, David J. Stone,Gary Weissman,Romain Pirracchio and Leo Anthony Celi

July 02, 2020

General

In response to ‘The clinical artificial intelligence department: a prerequisite for success’

Publication: 5 minutes to read

Piyush Mathur, Kamal Maheshwari and Frank Papay

August 01, 2020

General

Artificial Intelligence in Healthcare – 2020 Year in Review

Publication: 10 minutes to read

BrainX Community Exclusive

December 26, 2020

General

Artificial Intelligence in Healthcare – 2019 Year in Review

30 minutes to read

BrainX Community Exclusive

February 01, 2020

Book

Secondary Analysis of Electronic Health Records

MIT Critical Data

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

General |

LLM

HumanELY: Human evaluation of LLM yield, using a novel web-based evaluation tool

45 minutes to read

Raghav Awasthi, Shreya Mishra, Dwarikanath Mahapatra, Ashish Khanna, Kamal Maheshwari, Jacek Cywinski, Frank Papay, Piyush Mathur

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

Shreya Mishra, Raghav Awasthi,Anya Mathur, Harshit Mishra and Piyush Mathur

July 14, 2023

Shreya Mishra, Raghav Awasthi,Anya Mathur, Harshit Mishra,Piyush Mathur

General |

LLM

Managing the Infodemic: Leveraging Deep Learning to Evaluate the Maturity Level of AI-Based COVID-19 Publications for Knowledge Surveillance and Decision Support

30 minutes to read

Raghav Awasthi, Aditya Nagori, Shreya Mishra, Anya Mathur, Piyush Mathur, Bouchra Nasri

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

Lama H. Nazer , Razan Zatarah, Shai Waldrip, Janny Xue Chen Ke, Mira Moukheiber, Ashish K. Khanna, Rachel S. Hicklen, Lama Moukheiber, Dana Moukheiber, Haobo Ma, Piyush Mathur

June 22, 2023

Lama H. Nazer , Razan Zatarah,Piyush Mathur, et al.

General

Artificial Intelligence in Healthcare: 2022 Year in Review

Mishra, S., R. Awasthi, J. Cywinski, A. Khanna, K. Maheshwari, A. Naylor, N. Abdallah, C. Weight, A. Bhattacharyya, A. Khare, G. Singh, S. Reddy, J. Cha, A. Anand, H. Nguyen, A. Tandon, J. Lee, N. Farrokhian, S. Sharma, A. Khosla, A. Ozair, R. Gullapalli, A. Guha, A. Bur, S. Chawla, T. Vachon, S. Segal, A. Tiwari, M. Ahluwalia, F. Papay and P. Mathur

March 03, 2023

General |

LLM

Quantitative and Qualitative evaluation of the recent Artificial Intelligence in Healthcare publications using Deep-Learning

30 minutes to read

Raghav Awasthi, Shreya Mishra, Jacek B Cywinski, Kamal Maheshwari, Ashish K Khanna, Francis A. Papay, Piyush Mathur

January 04, 2023

Critical Care

ShockModes: A Multimodal Model for Prognosticating Intensive Care Outcomes from Physician Notes and Vitals

45 minutes to read

Ridam Pal, Shaswat Patel, Akshala Bhatnagar, Hardik Garg, Pradeep Singh, Ritesh Singh Soun, Aditya Agarwal, Aditya Nagori, Ashish Khanna, Rakesh Lodha, Piyush Mathur, Tavpritesh Sethi

December 20, 2022

General

Artificial Intelligence in Healthcare: 2021 Year in Review

BrainX Community

February 27, 2022

A BrainX Community exclusive review of 4000+ publications related to AI in healthcare published in 2021.

General

DiagnosisQA: A semi-automated pipeline for developing clinician validated diagnosis specific QA datasets

30 minutes to read

Shreya Mishra, Raghav Awasthi, Frank Papay, Kamal Maheshawari, Jacek B Cywinski, Ashish Khanna, Piyush Mathur

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

A. Khanna, P. Mathur, J. Cywinkski, K. Maheshwari

December 23, 2020

Viewpoint on impacting perioperative quality using big data analytics and AI.

General

Explainable machine learning models to understand determinants of COVID-19 mortality in the United States

Publication: 15 minutes to read

​Piyush Mathur, Tavpritesh Sethi, Anya Mathur,Kamal Maheshwari, Jacek B Cywinski, Ashish K Khanna, Simran Dua​, Frank Papay

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

Piyush Mathur, Kamal Maheshwari and Frank Papay

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

BrainX Community Exclusive

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

BrainX Community Exclusive

February 01, 2020

A review of 3000+ peer reviewed publications related to artificial intelligence in healthcare published in 2020 with specialist reviews.