Designing Expert-Augmented Clinical Decision Support Systems to Predict Mortality Risk in ICUs

ECG Classification Using an Optimal Temporal Convolutional Network for Remote Health Monitoring

(2023) Ali Rida Ismail et al.   SENSORS

Time Series Prediction Using Deep Learning Methods in Healthcare

(2022) Mohammad Amin Morid et al.   ACM Transactions on Management Information Systems

Machine Learning In Healthcare

(2021) Hafsa Habehh et al.   CURRENT GENOMICS

Multivariable mortality risk prediction using machine learning for COVID-19 patients at admission (AICOVID)

(2021) Sujoy Kar et al.   Scientific Reports

Cognitive Challenges in Human–Artificial Intelligence Collaboration: Investigating the Path Toward Productive Delegation

(2021) Andreas Fügener et al.   INFORMATION SYSTEMS RESEARCH

Expert-augmented machine learning

(2020) Efstathios D. Gennatas et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Prediction models for diagnosis and prognosis of covid-19: systematic review and critical appraisal

(2020) Laure Wynants et al.   BMJ-British Medical Journal

Using Machine Learning to Predict ICU Transfer in Hospitalized COVID-19 Patients

(2020) Fu-Yuan Cheng et al.   Journal of Clinical Medicine

Prognostic modelling of COVID-19 using artificial intelligence in a UK population. (Preprint)

(2020) Ahmed Abdulaal et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Augmenting the algorithm: Emerging human-in-the-loop work configurations

(2020) Tor Grønsund et al.   JOURNAL OF STRATEGIC INFORMATION SYSTEMS

Utilization of machine-learning models to accurately predict the risk for critical COVID-19

(2020) Dan Assaf et al.   Internal and Emergency Medicine

Machine learning based early warning system enables accurate mortality risk prediction for COVID-19

(2020) Yue Gao et al.   Nature Communications

COVID-19 mortality risk assessment: An international multi-center study

(2020) Dimitris Bertsimas et al.   PLoS One

Hybrid Intelligence

(2019) Dominik Dellermann et al.   Business & Information Systems Engineering

Implementing Machine Learning in Health Care — Addressing Ethical Challenges

(2018) Danton S. Char et al.   NEW ENGLAND JOURNAL OF MEDICINE

Recurrent Neural Networks for Multivariate Time Series with Missing Values

(2018) Zhengping Che et al.   Scientific Reports

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

(2018) Eric J. Topol   NATURE MEDICINE

Healthcare Predictive Analytics for Risk Profiling in Chronic Care: A Bayesian Multitask Learning Approach

(2017) Yu-Kai Lin et al.   MIS QUARTERLY

Predictive modelling of survival and length of stay in critically ill patients using sequential organ failure scores

(2015) Rein Houthooft et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

On theory development in design science research: anatomy of a research project

(2008) Bill Kuechler et al.   EUROPEAN JOURNAL OF INFORMATION SYSTEMS