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Pathology Swarm learning for decentralized artificial intelligence in cancer histopathology
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Gastroenterology Cost-effectiveness of artificial intelligence for screening colonoscopy: a modelling study
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Book Artificial Intelligence Applications in Human Pathology
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General Artificial Intelligence in Healthcare: 2021 Year in Review
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Anesthesiology/Surgery Artificial Intelligence for Perioperative Medicine: Perioperative Intelligence
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Book Artificial Intelligence in Medicine
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Surgery Autonomous robotic laparoscopic surgery for intestinal anastomosis
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January 26, 2022
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November 24, 2021
Critical Care Decoding accelerometry for classification and prediction of critically ill patients with severe brain injury
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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
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September 22, 2021
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November 11, 2021
Imaging/Radiology Cost-effectiveness of artificial intelligence aided vessel occlusion detection in acute stroke: an early health technology assessment
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October 19, 2021
General Evaluation framework to guide implementation of AI systems into healthcare settings
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October 12, 2021
Anesthesiology Assisted Fluid Management Software Guidance for Intraoperative Fluid Administration
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Critical Care Predicting the Need for Vasopressors in the Intensive Care Unit Using an Attention Based Deep Learning Model
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Critical Care Predictions of hypotension events with physiologic vital sign signatures in the intensive care unit
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January 05, 2021
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Journal Intelligence-Based Medicine
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Critical Care Artificial Intelligence in Critical Care
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Journal BMJ Health & Care Informatics
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Book A Radiologist’s Overview of the AI Market: The First 100 Algorithms
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Anesthesiology Cardiorespiratory Compromise in the Perioperative Environment – Prediction, Quality, Analytics and AI
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December 23, 2020
Imaging/Radiology Automated deep learning design for medical image classification by health-care professionals with no coding experience: a feasibility study
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September 01, 2019
Journal Journal of Biomedical And Health Informatics
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Book Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow
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Journal Journal of Medical Artificial Intelligence
January 01, 2021
Journal THE LANCET: Digital Health
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Book A Radiologist’s Introduction To AI And Machine Learning
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Journal Radiology:Artificial Intelligence
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Journal Journal of Informatics in health and Medicine(JAMIA)
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General BEHRT: Transformer for Electronic Health Records
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December 17, 2020
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Journal Frontiers in Digital Health
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Journal Nature Biomedical Engineering
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Anesthesiology Machine learning models for perioperative research
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December 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
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Anesthesiology/
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August 29, 2019
Imaging/Radiology A Multicenter, Scan-Rescan, Human and Machine Learning CMR Study to Test Generalizability and Precision in Imaging Biomarker Analysis
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October 01, 2019
General How to Read Articles That Use Machine Learning
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December 12, 2019
Critical Care Screening for cardiac contractile dysfunction using an artificial intelligence–enabled electrocardiogram
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January 07, 2019
Book Introduction to Biomedical Data Science
November 25, 2019
General Multimodal Machine Learning for Automated ICD Coding
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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
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October 01, 2019
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September 07, 2019
Critical Care A clinically applicable approach to continuous prediction of future acute kidney injury
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July 31, 2019
General Artificial Intelligence for Clinical Trial Design
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July 17, 2019
Imaging/Radiology Deep Learning to Assess Long-term Mortality From Chest Radiographs
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July 19, 2019
Critical Care/
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May 01, 2019
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July 25, 2019
General Machine Learning in Medicine
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April 04, 2019
General Applications of machine learning in drug discovery and development
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April 11, 2019
Imaging/Radiology Development and Validation of a Deep Learning–Based Automated Detection Algorithm for Major Thoracic Diseases on Chest Radiographs
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March 22, 2019
General Artificial intelligence in healthcare: past, present and future
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June 22, 2017
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March 22, 2019
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September 14, 2018
Cardiology Fast and accurate view classification of echocardiograms using deep learning
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March 21, 2018
Behavioral science/Psychiatry/
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February 12, 2016
General High-performance medicine: the convergence of human and artificial intelligence
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January 07, 2019
General The reproducibility crisis in the age of digital medicine
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January 29, 2019
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September 27, 2018
Imaging/Radiology Laboratory of Quantitative Imaging and Artificial Intelligence (QIAI): Publications
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Imaging/Radiology Canadian Association of Radiologists: suggested readings
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Imaging/Radiology Image reconstruction by domain-transform manifold learning
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March 22, 2018
Critical Care An Interpretable Machine Learning Model for Accurate Prediction of Sepsis in the ICU
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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
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September 26, 2018
Cancer/
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Anesthesiology Artificial Intelligence for Anesthesia: What the Practicing Clinician Needs to Know: More than Black Magic for the Art of the Dark
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October 01, 2018
Anesthesiology/
Surgery Identify and monitor clinical variation using machine intelligence: a pilot in colorectal surgery
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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
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October 01, 2018
Anesthesiology Hypotension Prediction Index for Prevention of Hypotension during Moderate- to High-risk Noncardiac Surgery: A Pilot Randomized Trial
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December 01, 2020
Cancer/
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August 17, 2018
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August 28, 2018
General Scalable and accurate deep learning with electronic health records
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May 08, 2018
Imaging/Radiology Deep Learning: A Primer for Radiologists
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November 13, 2017
Cancer/
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November 20, 2017