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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

General

Artificial Intelligence in Healthcare: 2021 Year in Review

BrainX Community

February 27, 2022

Anesthesiology/Surgery

Artificial Intelligence for Perioperative Medicine: Perioperative Intelligence

30 minutes to read

Maheshwari, Kamal MD, MPH; Cywinski, Jacek B. MD; Papay, Frank MD; Khanna, Ashish K. MD, FCCP, FCCM, FASA; Mathur, Piyush MD, FCCM, FASA

February 24, 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

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

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

September 05, 2019

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

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