Author details

Full Name

Oguz Akbilgic

Affiliation

Wake Forest School of Medicine - Section of Cardiovascular Medicine

ORCID

Career Start Year

2006

Papers

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
37967805	Pretreatment identification of 90-day readmission among heart failure patients receiving aquapheresis treatment.	Curr Probl Cardiol	2024
37600059	Incidence, mortality and disability-adjusted life years of acute myocardial infarction in Kazakhstan: data from unified national electronic healthcare system 2014-2019.	Front Cardiovasc Med	2023
37516770	Externally validated deep learning model to identify prodromal Parkinson's disease from electrocardiogram.	Sci Rep	2023
37498242	AI-Enabled ECG for Paroxysmal AtrialÂ Fibrillation Detection: One Step to Closer to the Finish Line.	JACC Clin Electrophysiol	2023
33196492	Network Analysis of Postoperative Surgical Complications in a Cohort of Children Reported to the National Surgical Quality Improvement Program: Pediatric.	Ann Surg	2022
35721662	Artificial intelligence opportunities in cardio-oncology: Overview with spotlight on electrocardiography.	Am Heart J Plus	2022
36547445	Barth Syndrome: Psychosocial Impact and Quality of Life Assessment.	J Cardiovasc Dev Dis	2022
34602502	Predicting Parkinson's Disease and Its Pathology via Simple Clinical Variables.	J Parkinsons Dis	2022
32481228	A Novel Learning Algorithm to Optimize Deep Neural Networks: Evolved Gradient Direction Optimizer (EVGO).	IEEE Trans Neural Netw Learn Syst	2021
35845269	Using machine learning to predict rapid decline of kidney function in sickle cell anemia.	EJHaem	2021
33909450	Artificial Intelligence-Assisted Prediction of Late-Onset Cardiomyopathy Among Childhood Cancer Survivors.	JCO Clin Cancer Inform	2021
33777865	A Data Science Approach to Analyze the Association of Socioeconomic and Environmental Conditions With Disparities in Pediatric Surgery.	Front Pediatr	2021
34993487	ECG-AI: electrocardiographic artificial intelligence model for prediction of heart failure.	Eur Heart J Digit Health	2021
34923448	Image and structured data analysis for prognostication of health outcomes in patients presenting to the ED during the COVID-19 pandemic.	Int J Med Inform	2021
34595956	Association of dyskalemias with short-term health care utilization in patients with advanced CKD.	J Manag Care Spec Pharm	2021
34289468	Association of Dyskalemias with Ischemic Stroke in Advanced Chronic Kidney Disease Patients Transitioning to Dialysis.	Am J Nephrol	2021
34001935	Misalignment between perceptual boundaries and weight categories reflects a new normal for body size perception.	Sci Rep	2021
34373056	Machine learning models improve prediction of large vessel occlusion and mechanical thrombectomy candidacy in acute ischemic stroke.	J Clin Neurosci	2021
33186224	The quest for cardiovascular disease risk prediction models in patients with nondialysis chronic kidney disease.	Curr Opin Nephrol Hypertens	2021
32951903	Application of machine learning to the prediction of postoperative sepsis after appendectomy.	Surgery	2021
32647196	Electrocardiographic changes predate Parkinson's disease onset.	Sci Rep	2020
35265872	Comparative analysis between convolutional neural network learned and engineered features: A case study on cardiac arrhythmia detection.	Cardiovasc Digit Health J	2020
32032657	The relation between lignin sequence and its 3D structure.	Biochim Biophys Acta Gen Subj	2020
32770049	Discovery and predictive modeling of urine microbiome, metabolite and cytokine biomarkers in hospitalized patients with community acquired pneumonia.	Sci Rep	2020
32933493	Gradient boosting for Parkinson's disease diagnosis from voice recordings.	BMC Med Inform Decis Mak	2020
30677750	Vancomycin-Associated Acute Kidney Injury in a Large Veteran Population.	Am J Nephrol	2019
29994057	PhysOnline: An Open Source Machine Learning Pipeline for Real-Time Analysis of Streaming Physiological Waveform.	IEEE J Biomed Health Inform	2019
29986054	Acute kidney injury following coronary revascularization procedures in patients with advanced CKD.	Nephrol Dial Transplant	2019
31431793	Predialysis coronary revascularization and postdialysis mortality.	J Thorac Cardiovasc Surg	2019
31517141	Machine Learning to Identify Dialysis Patients at High Death Risk.	Kidney Int Rep	2019
31480903	Fungi form interkingdom microbial communities in the primordial human gut that develop with gestational age.	FASEB J	2019
30951001	Artificial Intelligence: Progress Towards an Intelligent Clinical Support System.	Pediatr Crit Care Med	2019
30978508	The Promise of Machine Learning: When Will it be Delivered?	J Card Fail	2019
29351327	A novel risk classification system for 30-day mortality in children undergoing surgery.	PLoS One	2018
30052552	Applying Artificial Intelligence to Identify Physiomarkers Predicting Severe Sepsis in the PICU.	Pediatr Crit Care Med	2018
31304329	Sociomarkers and biomarkers: predictive modeling in identifying pediatric asthma patients at risk of hospital revisits.	NPJ Digit Med	2018
30306911	Disparities in Population-Level Socio-Economic Factors Are Associated with Disparities in Preoperative Clinical Risk Factors in Children.	Stud Health Technol Inform	2018
29369044	A robust deep convolutional neural network for the classification of abnormal cardiac rhythm using single lead electrocardiograms of variable length.	Physiol Meas	2018
29321256	Race, Preoperative Risk Factors, and Death After Surgery.	Pediatrics	2018
28815143	Analyzing Electronic Medical Records to Predict Risk of DIT (Death, Intubation, or Transfer to ICU) in Pediatric Respiratory Failure or Related Conditions.	AMIA Jt Summits Transl Sci Proc	2017
29132632	Improved detection of congestive heart failure via probabilistic symbolic pattern recognition and heart rate variability metrics.	Int J Med Inform	2017
27403070	The impact of a simulation-based training lab on outcomes of hysterectomy.	J Turk Ger Gynecol Assoc	2016
26476065	Occurrence and origin of methane in groundwater in Alberta (Canada): Gas geochemical and isotopic approaches.	Sci Total Environ	2016
19502869	Natal cleft deeper in patients with pilonidal sinus: implications for choice of surgical procedure.	Dis Colon Rectum	2009
17073840	Seasonal variation of the onset of presentations in stage 1 sarcoidosis.	Int J Clin Pract	2006

1 - 45 of 45

Andreas Coppi

Center for Outcomes Research and Evaluation, Yale-New Haven Hospital

Career Start Year 2017

Number of shared co-authors 0

Dennis H Murphree

Mayo Clinic

Career Start Year 2015

Number of shared co-authors 1

Xiaoli Liu

Beijing Advanced Innovation Center for Biomedical Engineering, Beihang University

Career Start Year 2015

Number of shared co-authors 1

Chin Lin

Graduate Institute of Life Sciences.

Career Start Year 2014

Number of shared co-authors 0

Mohammad M Ghassemi

Michigan State University

Career Start Year 2014

Number of shared co-authors 0

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 0

Nathan C Hurley

Texas A&M University

Career Start Year 2013

Number of shared co-authors 0

Alistair E W Johnson

The Hospital for Sick Children

Career Start Year 2013

Number of shared co-authors 0

Meng Xu

Vanderbilt University Medical Center

Career Start Year 2013

Number of shared co-authors 1

Jacob P VanHouten

Griffin Hospital

Career Start Year 2012

Number of shared co-authors 0

David Ouyang

Smidt Heart Institute, Cedars-Sinai Medical Center

Career Start Year 2012

Number of shared co-authors 0

Bobak J Mortazavi

Center for Outcomes Research and Evaluation, Yale New Haven Hospital

Career Start Year 2012

Number of shared co-authors 0

Mengling Feng

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

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 0

Suchi Saria

Johns Hopkins University

Career Start Year 2010

Number of shared co-authors 0

Jennifer A Pacheco

University of Pennsylvania

Career Start Year 2009

Number of shared co-authors 0

Li Wang

Vanderbilt University

Career Start Year 2009

Number of shared co-authors 0

Shamim Nemati

University of California San Diego

Career Start Year 2007

Number of shared co-authors 1

Anoop Mayampurath

University of Wisconsin-Madison

Career Start Year 2007

Number of shared co-authors 1

Mihaela van der Schaar

University of Cambridge

Career Start Year 2006

Number of shared co-authors 0

Karandeep Singh

University of Michigan Medical School ann arbor

Career Start Year 2005

Number of shared co-authors 0

Adler Perotte

Columbia University

Career Start Year 2005

Number of shared co-authors 0

David A Clifton

Oxford Institute of Biomedical Engineering, University of Oxford

Career Start Year 2004

Number of shared co-authors 0

Rickey E Carter

Mayo Clinic

Career Start Year 2004

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

Thomas A Lasko

Vanderbilt University

Career Start Year 1999

Number of shared co-authors 0

Leo Anthony Celi

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

Career Start Year 1998

Number of shared co-authors 1

Peter R Rijnbeek

Erasmus University Medical Center

Career Start Year 1996

Number of shared co-authors 0

Michael Matheny

American College of Medical Informatics, Department of Veteran Affairs, Harvard University T H Chan School of Public Health, Massachusetts Institute of Technology, The American Society for Clinical Investigation, University of Kentucky, Vanderbilt University Medical Center, Vanderbilt University Medical School

Career Start Year 1991

Number of shared co-authors 0

Frank E Harrell

Vanderbilt University School of Medicine

Career Start Year 1974

Number of shared co-authors 1

row(s) 1 - 30 of 30

Robert L Davis

Center for Biomedical Informatics, University of Tennessee Health Science Center

Co-authored papers 12

Rishikesan Kamaleswaran

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

Co-authored papers 8

Ruhi Mahajan

Government Medical College

Co-authored papers 6

John L Jefferies

University of Tennessee Health Sciences Centre

Co-authored papers 5

Samuel M Goldman

University of California-San Francisco

Co-authored papers 4

Helen Petrovitch

Pacific Health Research and Education Institute