Author details

Full Name

Shamim Nemati

Affiliation

University of California San Diego

ORCID

Career Start Year

2007

Papers

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
36797460	Intravenous immunoglobulin resistance in Kawasaki disease patients: prediction using clinical data.	Pediatr Res	2024
36705960	Assessing Barriers to Implementation of Machine Learning and Artificial Intelligence-Based Tools in Critical Care: Web-Based Survey Study.	JMIR Perioper Med	2023
37808815	Voice-Enabled Response Analysis Agent (VERAA): Leveraging Large Language Models to Map Voice Responses in SDoH Survey.	medRxiv	2023
38083775	Predicting Hospital Readmission among Patients with Sepsis Using Clinical and Wearable Data.	Annu Int Conf IEEE Eng Med Biol Soc	2023
38083765	Development & Deployment of a Real-time Healthcare Predictive Analytics Platform.	Annu Int Conf IEEE Eng Med Biol Soc	2023
38083174	Unsupervised Detection and Correction of Model Calibration Shift at Test-Time.	Annu Int Conf IEEE Eng Med Biol Soc	2023
37704338	Making the Improbable Possible: Generalizing Models Designed for a Syndrome-Based, Heterogeneous Patient Landscape.	Crit Care Clin	2023
37090626	Prediction of Unplanned Hospital Readmission using Clinical and Longitudinal Wearable Sensor Features.	medRxiv	2023
37090521	Predicting Hospital Readmission among Patients with Sepsis using Clinical and Wearable Data.	medRxiv	2023
37090509	Development & Deployment of a Real-time Healthcare Predictive Analytics Platform.	medRxiv	2023
37351927	Representation Learning and Spectral Clustering for the Development and External Validation of Dynamic Sepsis Phenotypes: Observational Cohort Study.	J Med Internet Res	2023
37098790	Bringing the Promise of Artificial Intelligence to Critical Care: What the Experience With Sepsis Analytics Can Teach Us.	Crit Care Med	2023
37128449	Implementation of KIDMATCH: A Clinical Decision Support Tool for Diagnosing Pediatric Patients with Multisystem Inflammatory Syndrome and Kawasaki Disease.	AMIA Annu Symp Proc	2023
36780203	Optimizing the Implementation of Clinical Predictive Models to Minimize National Costs: Sepsis Case Study.	J Med Internet Res	2023
35590018	Leveraging clinical data across healthcare institutions for continual learning of predictive risk models.	Sci Rep	2022
35511233	Inclusion of social determinants of health improves sepsis readmission prediction models.	J Am Med Inform Assoc	2022
35794205	A deep convolutional neural network for Kawasaki disease diagnosis.	Sci Rep	2022
32746065	Classifying Major Depressive Disorder and Response to Deep Brain Stimulation Over Time by Analyzing Facial Expressions.	IEEE Trans Biomed Eng	2021
33667812	Predicting presumed serious infection among hospitalized children on central venous lines with machine learning.	Comput Biol Med	2021
34604142	Deep Learning Model to Predict Serious Infection Among Children With Central Venous Lines.	Front Pediatr	2021
34079945	Prediction of Acute Respiratory Failure Requiring Advanced Respiratory Support in Advance of Interventions and Treatment: A Multivariable Prediction Model From Electronic Medical Record Data.	Crit Care Explor	2021
33936391	Contextual Embeddings from Clinical Notes Improves Prediction of Sepsis.	AMIA Annu Symp Proc	2021
33345948	Development and Prospective Validation of a Deep Learning Algorithm for Predicting Need for Mechanical Ventilation.	Chest	2021
32163936	Detecting heart failure using wearables: a pilot study.	Physiol Meas	2020
31797585	Addressing the Credit Assignment Problem in Treatment Outcome Prediction using Temporal Difference Learning.	Pac Symp Biocomput	2020
33173889	Predicting progression to septic shock in the emergency department using an externally generalizable machine learning algorithm.	medRxiv	2020
32577682	Development and Prospective Validation of a Transparent Deep Learning Algorithm for Predicting Need for Mechanical Ventilation.	medRxiv	2020
33019249	AIDEx - An Open-source Platform for Real-Time Forecasting Sepsis and A Case Study on Taking ML Algorithms to Production.	Annu Int Conf IEEE Eng Med Biol Soc	2020
30970338	Ventricular ectopic beat detection using a wavelet transform and a convolutional neural network.	Physiol Meas	2019
27959829	A Model-Based Machine Learning Approach to Probing Autonomic Regulation From Nonstationary Vital-Sign Time Series.	IEEE J Biomed Health Inform	2018
29912099	It Is About Time: Extinguishing the Fire of Acute Kidney Injury.	Crit Care Med	2018
30199376	An open source benchmarked toolbox for cardiovascular waveform and interval analysis.	Physiol Meas	2018
29897343	A comparison of entropy approaches for AF discrimination.	Physiol Meas	2018
30222594	Multiscale network dynamics between heart rate and locomotor activity are altered in schizophrenia.	Physiol Meas	2018
30524025	Deep learning in the cross-time frequency domain for sleep staging from a single-lead electrocardiogram.	Physiol Meas	2018
30441645	Depression Severity Classification from Speech Emotion.	Annu Int Conf IEEE Eng Med Biol Soc	2018
30441448	A Deep Deterministic Policy Gradient Approach to Medication Dosing and Surveillance in the ICU.	Annu Int Conf IEEE Eng Med Biol Soc	2018
30441256	A FHIR-Enabled Streaming Sepsis Prediction System for ICUs.	Annu Int Conf IEEE Eng Med Biol Soc	2018
30441248	How is the Doctor Feeling? ICU Provider Sentiment is Associated with Diagnostic Imaging Utilization.	Annu Int Conf IEEE Eng Med Biol Soc	2018
29538119	Looking Into the Seeds of Time to Say Which Fevers Will Grow and Which Will Not.	Crit Care Med	2018
29286945	An Interpretable Machine Learning Model for Accurate Prediction of Sepsis in the ICU.	Crit Care Med	2018
27559818	Resonance as the Mechanism of Daytime Periodic Breathing in Patients with Heart Failure.	Am J Respir Crit Care Med	2017
28489609	Heart rate-based window segmentation improves accuracy of classifying posttraumatic stress disorder using heart rate variability measures.	Physiol Meas	2017
28965961	Benchmarking heart rate variability toolboxes.	J Electrocardiol	2017
29091053	Multiscale network representation of physiological time series for early prediction of sepsis.	Physiol Meas	2017
28916175	Early sepsis detection in critical care patients using multiscale blood pressure and heart rate dynamics.	J Electrocardiol	2017
28906286	Serial Daily Organ Failure Assessment Beyond ICU Day 5 Does Not Independently Add Precision to ICU Risk-of-Death Prediction.	Crit Care Med	2017
27897014	THE TRAINING OF NEXT GENERATION DATA SCIENTISTS IN BIOMEDICINE.	Pac Symp Biocomput	2017
27765959	Machine Learning and Decision Support in Critical Care.	Proc IEEE Inst Electr Electron Eng	2016
28269032	Monitoring and detecting atrial fibrillation using wearable technology.	Annu Int Conf IEEE Eng Med Biol Soc	2016

1 - 50 of 76

Shamim Nemati

University of California San Diego

Career Start Year 2018

Number of shared co-authors 10

Anahita Khojandi

University of Tennessee

Career Start Year 2017

Number of shared co-authors 1

Benjamin Shickel

University of Florida

Career Start Year 2016

Number of shared co-authors 1

Dennis H Murphree

Mayo Clinic

Career Start Year 2015

Number of shared co-authors 0

Eliezer Bose

MGH Institute of Health Professions

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

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

Tingting Zhu

University of Oxford

Career Start Year 2013

Number of shared co-authors 5

Vignesh Subbian

College of Engineering, University of Arizona

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 0

Bobak J Mortazavi

Center for Outcomes Research and Evaluation, Yale New Haven Hospital

Career Start Year 2012

Number of shared co-authors 0

Marco A F Pimentel

Institute of Biomedical Engineering, University of Oxford

Career Start Year 2012

Number of shared co-authors 7

Jenna Wiens

University of Michigan College of Engineering ann arbor

Career Start Year 2011

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 8

Parisa Rashidi

University of Florida, Washington State University

Career Start Year 2011

Number of shared co-authors 0

Matthew T Clark

Center for Advanced Medical Analytics, University of Virginia

Career Start Year 2010

Number of shared co-authors 2

Suchi Saria

Johns Hopkins University

Career Start Year 2010

Number of shared co-authors 3

Daby Sow

Center for Computational Health

Career Start Year 2010

Number of shared co-authors 2

Lujie Chen

Carnegie Mellon University

Career Start Year 2008

Number of shared co-authors 0

Artur Dubrawski

Carnegie Mellon University

Career Start Year 2008

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 1

Adler Perotte

Columbia University

Career Start Year 2005

Number of shared co-authors 0

John Guttag

Massachusetts Institute of Technology

Career Start Year 2004

Number of shared co-authors 1

David M Maslove

Queen's University

Career Start Year 2001

Number of shared co-authors 1

Andrew T Reisner

Massachusetts General Hospital

Career Start Year 2001

Number of shared co-authors 5

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 2

Leo Anthony Celi

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

Career Start Year 1998

Number of shared co-authors 17

G Clermont

University of Pittsburgh

Career Start Year 1986

Number of shared co-authors 2

Lionel Tarassenko

Institute of Biomedical Engineering, University of Oxford

Career Start Year 1983

Number of shared co-authors 4

row(s) 1 - 30 of 30

Gari D Clifford

Emory University School of Medicine

Co-authored papers 25

Supreeth P Shashikumar

University of California San Diego

Co-authored papers 23

Gabriel Wardi

university of california san diego

Co-authored papers 9

Mohammad M Ghassemi

Michigan State University

Co-authored papers 8

Li-Wei H Lehman

Massachusetts Institute of Technology

Co-authored papers 8

Roger G Mark

Institute for Medical Engineering and Science, Massachusetts Institute of Technology

Co-authored papers 7

Andre L Holder

Emory University

Co-authored papers 6

Helen S Mayberg

Icahn School of Medicine at Mount Sinai

Co-authored papers 4

Andrea L Crowell

Emory School of Medicine

Co-authored papers 4

Christopher S Josef

Emory University School of Medicine Atlanta

Co-authored papers 3

Timothy G Buchman

Uniformed Services University of the Health Sciences

Co-authored papers 3

Azade Tabaie

Emory School of Medicine

Co-authored papers 3

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 3

Adriana H Tremoulet

Rady Children's Hospital and University of California San Diego

Co-authored papers 3

Rajit K Basu

Ann & Robert Lurie Children's Hospital of Chicago, Northwestern University

Co-authored papers 2

Chisato Shimizu

Rady Children's Hospital and University of California San Diego

Co-authored papers 2

George B Moody

Institute for Medical Engineering and Science, Massachusetts Institute of Technology