Author details

Full Name

Mengling Feng

Affiliation

Saw Swee Hock School of Public Health, National University of Singapore

ORCID

Career Start Year

2011

Papers

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
36441878	FCSN: Global Context Aware Segmentation by Learning the Fourier Coefficients of Objects in Medical Images.	IEEE J Biomed Health Inform	2024
36656448	Differential Diagnosis of DCIS and Fibroadenoma Based on Ultrasound Images: a Difference-Based Self-Supervised Approach.	Interdiscip Sci	2023
37669090	Data-Efficient Computational Pathology Platform for Faster and Cheaper Breast Cancer Subtype Identifications: Development of a Deep Learning Model.	JMIR Cancer	2023
37897959	A fully convolutional neural network for comprehensive compartmentalization of abdominal adipose tissue compartments in MRI.	Comput Biol Med	2023
37599147	Illness severity assessment of older adults in critical illness using machine learning (ELDER-ICU): an international multicentre study with subgroup bias evaluation.	Lancet Digit Health	2023
37228246	Introducing value-based healthcare perspectives into hospital performance assessment: A scoping review.	J Evid Based Med	2023
37027577	Automatic Calcification Morphology and Distribution Classification for Breast Mammograms With Multi-Task Graph Convolutional Neural Network.	IEEE J Biomed Health Inform	2023
34649780	Detection of Pneumothorax with Deep Learning Models: Learning From Radiologist Labels vs Natural Language Processing Model Generated Labels.	Acad Radiol	2022
35741186	End-to-End Calcification Distribution Pattern Recognition for Mammograms: An Interpretable Approach with GNN.	Diagnostics (Basel)	2022
35788016	Machine Learning-Derived Prenatal Predictive Risk Model to Guide Intervention and Prevent the Progression of Gestational Diabetes Mellitus to Type 2 Diabetes: Prediction Model Development Study.	JMIR Diabetes	2022
35682375	Automated Machine Learning (AutoML)-Derived Preconception Predictive Risk Model to Guide Early Intervention for Gestational Diabetes Mellitus.	Int J Environ Res Public Health	2022
36085800	UFRC: A Unified Framework for Reliable COVID-19 Detection on Crowdsourced Cough Audio.	Annu Int Conf IEEE Eng Med Biol Soc	2022
35124096	Population-centric risk prediction modeling for gestational diabetes mellitus: A machine learning approach.	Diabetes Res Clin Pract	2022
34974189	Deep learning for temporal data representation in electronic health records: A systematic review of challenges and methodologies.	J Biomed Inform	2022
35239091	Effect of Training Data Volume on Performance of Convolutional Neural Network Pneumothorax Classifiers.	J Digit Imaging	2022
35323951	Analysis of Dual Combination Therapies Used in Treatment of Hypertension in a Multinational Cohort.	JAMA Netw Open	2022
32424877	Systematic review on the definition and predictors of severe Clostridiodes difficile infection.	J Gastroenterol Hepatol	2021
33532283	Federated learning: a collaborative effort to achieve better medical imaging models for individual sites that have small labelled datasets.	Quant Imaging Med Surg	2021
34617030	Automated Segmentation of Visceral, Deep Subcutaneous, and Superficial Subcutaneous Adipose Tissue Volumes in MRI of Neonates and Young Children.	Radiol Artif Intell	2021
34789472	Prediction of in-hospital mortality of <i>Clostriodiodes difficile</i> infection using critical care database: a big data-driven, machine learning approach.	BMJ Open Gastroenterol	2021
34380168	Transformation of Electronic Health Records and Questionnaire Data to OMOP CDM: A Feasibility Study Using SG_T2DM Dataset.	Appl Clin Inform	2021
34754008	Author Correction: Acute kidney injury detection using refined and physiological-feature augmented urine output.	Sci Rep	2021
34602083	Leveraging open data to reconstruct the Singapore Housing Index and other building-level markers of socioeconomic status for health services research.	Int J Equity Health	2021
34599217	Acute kidney injury detection using refined and physiological-feature augmented urine output.	Sci Rep	2021
34079741	Today's radiologists meet tomorrow's AI: the promises, pitfalls, and unbridled potential.	Quant Imaging Med Surg	2021
34350409	Deep Learning Systems for Pneumothorax Detection on Chest Radiographs: A Multicenter External Validation Study.	Radiol Artif Intell	2021
34125858	Association of fluid balance with mortality in sepsis is modified by admission hemoglobin levels: A large database study.	PLoS One	2021
34098532	Identification of 27 abnormalities from multi-lead ECG signals: an ensembled SE_ResNet framework with Sign Loss function.	Physiol Meas	2021
34360065	A Weakly-Supervised Named Entity Recognition Machine Learning Approach for Emergency Medical Services Clinical Audit.	Int J Environ Res Public Health	2021
34003757	Interpretable and Lightweight 3-D Deep Learning Model for Automated ACL Diagnosis.	IEEE J Biomed Health Inform	2021
31589844	The Search for Optimal Oxygen Saturation Targets in Critically Ill Patients: Observational Data From Large ICU Databases.	Chest	2020
34713061	Healthcare Transformation in Singapore With Artificial Intelligence.	Front Digit Health	2020
32005285	The impact of high frequency oscillatory ventilation on mortality in paediatric acute respiratory distress syndrome.	Crit Care	2020
31911514	Characterising and predicting persistent high-cost utilisers in healthcare: a retrospective cohort study in Singapore.	BMJ Open	2020
32797663	Timing of tracheal intubation on mortality and duration of mechanical ventilation in critically ill children: A propensity score analysis.	Pediatr Pulmonol	2020
32706670	Reinforcement Learning for Clinical Decision Support in Critical Care: Comprehensive Review.	J Med Internet Res	2020
32892869	Response.	Chest	2020
32119094	Evaluation of Combined Artificial Intelligence and Radiologist Assessment to Interpret Screening Mammograms.	JAMA Netw Open	2020
32308821	Serial Heart Rate Variability Measures for Risk Prediction of Septic Patients in the Emergency Department.	AMIA Annu Symp Proc	2020
28681644	The Effect of ARDS on Survival: Do Patients Die From ARDS or With ARDS?	J Intensive Care Med	2019
31946096	Continuous ECG Monitoring Trial for Outpatient - Patient Receptiveness and Signal Accuracy.	Annu Int Conf IEEE Eng Med Biol Soc	2019
31946030	Understanding Deep Convolutional Networks for Biomedical Imaging: A Practical Tutorial.	Annu Int Conf IEEE Eng Med Biol Soc	2019
31206521	Association of hypokalemia with an increased risk for medically treated arrhythmias.	PLoS One	2019
28574340	Robust Nonlinear Causality Analysis of Nonstationary Multivariate Physiological Time Series.	IEEE Trans Biomed Eng	2018
29806057	Transthoracic echocardiography and mortality in sepsis: analysis of the MIMIC-III database.	Intensive Care Med	2018
29985925	A knowledge, attitude, and practice survey on mediation among clinicians in a tertiary-care hospital in Singapore.	PLoS One	2018
30370786	A New Model for Risk Stratification of Patients With Acute Pulmonary Embolism.	Clin Appl Thromb Hemost	2018
30646358	Assessment of Intensive Care Unit Laboratory Values That Differ From Reference Ranges and Association With Patient Mortality and Length of Stay.	JAMA Netw Open	2018
30286194	Correction: A knowledge, attitude, and practice survey on mediation among clinicians in a tertiary-care hospital in Singapore.	PLoS One	2018
29474506	Derivation of Outcome-Based Pediatric Critical Values.	Am J Clin Pathol	2018

1 - 50 of 79

Ahmed Hallawa

University Hospital RWTH Aachen

Career Start Year 2018

Number of shared co-authors 1

Benjamin Shickel

University of Florida

Career Start Year 2016

Number of shared co-authors 0

Dennis H Murphree

Mayo Clinic

Career Start Year 2015

Number of shared co-authors 0

Chin Lin

Graduate Institute of Life Sciences.

Career Start Year 2014

Number of shared co-authors 1

Nathan C Hurley

Texas A&M University

Career Start Year 2013

Number of shared co-authors 1

Benjamin S Glicksberg

Hasso Plattner Institute for Digital Health, Icahn School of Medicine at Mount Sinai

Career Start Year 2013

Number of shared co-authors 2

Tingting Zhu

University of Oxford

Career Start Year 2013

Number of shared co-authors 5

Bobak J Mortazavi

Center for Outcomes Research and Evaluation, Yale New Haven Hospital

Career Start Year 2012

Number of shared co-authors 1

Santiago Romero-Brufau

Mayo Clinic College of Medicine

Career Start Year 2012

Number of shared co-authors 1

Venet Osmani

Fondazione Bruno Kessler Research Institute, University of Sheffield

Career Start Year 2012

Number of shared co-authors 2

David Ouyang

Smidt Heart Institute, Cedars-Sinai Medical Center

Career Start Year 2012

Number of shared co-authors 1

Vignesh Subbian

College of Engineering, University of Arizona

Career Start Year 2012

Number of shared co-authors 6

Casey N Ta

Columbia University Irving Medical Center

Career Start Year 2011

Number of shared co-authors 0

Jenna Wiens

University of Michigan College of Engineering ann arbor

Career Start Year 2011

Number of shared co-authors 4

Alexander J Ryu

Division of Hospital Internal Medicine, Mayo Clinic

Career Start Year 2011

Number of shared co-authors 0

Suchi Saria

Johns Hopkins University

Career Start Year 2010

Number of shared co-authors 4

Rishikesan Kamaleswaran

Duke University, Emory University, Society for Critical Care Medicine, University of Ontario Institute of Technology, University of Tennessee Health Science Center

Career Start Year 2009

Number of shared co-authors 3

Curtis B Storlie

5Mayo Clinic

Career Start Year 2009

Number of shared co-authors 0

Artur Dubrawski

Carnegie Mellon University

Career Start Year 2008

Number of shared co-authors 0

Shamim Nemati

University of California San Diego

Career Start Year 2007

Number of shared co-authors 8

Anoop Mayampurath

University of Wisconsin-Madison

Career Start Year 2007

Number of shared co-authors 1

Oguz Akbilgic

Wake Forest School of Medicine - Section of Cardiovascular Medicine

Career Start Year 2006

Number of shared co-authors 0

Mihaela van der Schaar

University of Cambridge

Career Start Year 2006

Number of shared co-authors 1

Adler Perotte

Columbia University

Career Start Year 2005

Number of shared co-authors 4

Rickey E Carter

Mayo Clinic

Career Start Year 2004

Number of shared co-authors 1

Ari Ercole

University of Cambridge

Career Start Year 2002

Number of shared co-authors 0

David M Maslove

Queen's University

Career Start Year 2001

Number of shared co-authors 1

Svetha Venkatesh

Applied Artificial Intelligence Institute (A2I2), Deakin University

Career Start Year 2000

Number of shared co-authors 0

Matthew M Churpek

University of Wisconsin-Madison

Career Start Year 2000

Number of shared co-authors 1

Thomas A Lasko

Vanderbilt University

Career Start Year 1999

Number of shared co-authors 0

row(s) 1 - 30 of 30

Leo Anthony Celi

Harvard T.H. Chan School of Public Health, MIT

Co-authored papers 24

Hao Du

Saw Swee Hock School of Public Health, National University of Singapore

Co-authored papers 9

Roger G Mark

Institute for Medical Engineering and Science, Massachusetts Institute of Technology

Co-authored papers 9

Joon Lee

Cumming School of Medicine, University of Calgary

Co-authored papers 6

David J Stone

University of Virginia School of Medicine, USA Center for Advanced Medical Analytics

Co-authored papers 6

Kenneth P Chen

university of california san diego Medical Center

Co-authored papers 5

Marco A F Pimentel

Institute of Biomedical Engineering, University of Oxford

Co-authored papers 5

Thomas Brennan

Institute of Biomedical Engineering, University of Oxford

Co-authored papers 5

John Danziger

Beth Israel Deaconess Medical Center, Harvard Medical School

Co-authored papers 5

Marzyeh Ghassemi

3Vector Institute

Co-authored papers 5

Kenneth J Mukamal

Beth Israel Deaconess Medical Center

Co-authored papers 4

Andrew J Zimolzak

Center for Innovations in Quality, Michael E. DeBakey VA Medical Center

Co-authored papers 4

Johan G Eriksson

Co-authored papers 4

Siqi Liu

National University of Singapore

Co-authored papers 4

Kay Choong See

National University Hospital

Co-authored papers 4

Tom J Pollard

Massachusetts Institute of Technology, Scientific Data - Nature, Software Sustainability Institute, University College London, University of Law - London Bloomsbury Centre

Co-authored papers 4

Tristan Naumann

Massachusetts Institute of Technology

Co-authored papers 4

Kee Yuan Ngiam

Yong Loo Lin School of Medicine, National University of Singapore

Co-authored papers 3

Neerja Karnani

Co-authored papers 3

Louis Mayaud

Universite de Versailles Saint-Quentin-en-Yvelines

Co-authored papers 3