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Author Details

Supreeth P Shashikumar
University of California San Diego
2017
27
9
PMIDPaper TitleJournal TitlePublished Year
36780203Optimizing the Implementation of Clinical Predictive Models to Minimize National Costs: Sepsis Case Study.J Med Internet Res2023
37808815Voice-Enabled Response Analysis Agent (VERAA): Leveraging Large Language Models to Map Voice Responses in SDoH Survey.medRxiv2023
38083775Predicting Hospital Readmission among Patients with Sepsis Using Clinical and Wearable Data.Annu Int Conf IEEE Eng Med Biol Soc2023
38083765Development & Deployment of a Real-time Healthcare Predictive Analytics Platform.Annu Int Conf IEEE Eng Med Biol Soc2023
38083174Unsupervised Detection and Correction of Model Calibration Shift at Test-Time.Annu Int Conf IEEE Eng Med Biol Soc2023
37704338Making the Improbable Possible: Generalizing Models Designed for a Syndrome-Based, Heterogeneous Patient Landscape.Crit Care Clin2023
37090626Prediction of Unplanned Hospital Readmission using Clinical and Longitudinal Wearable Sensor Features.medRxiv2023
37090521Predicting Hospital Readmission among Patients with Sepsis using Clinical and Wearable Data.medRxiv2023
37090509Development & Deployment of a Real-time Healthcare Predictive Analytics Platform.medRxiv2023
37351927Representation Learning and Spectral Clustering for the Development and External Validation of Dynamic Sepsis Phenotypes: Observational Cohort Study.J Med Internet Res2023
35590018Leveraging clinical data across healthcare institutions for continual learning of predictive risk models.Sci Rep2022
35511233Inclusion of social determinants of health improves sepsis readmission prediction models.J Am Med Inform Assoc2022
33455840Predicting Progression to Septic Shock in the Emergency Department Using an Externally Generalizable Machine-Learning Algorithm.Ann Emerg Med2021
33685592DeepAISE - An interpretable and recurrent neural survival model for early prediction of sepsis.Artif Intell Med2021
34504260Artificial intelligence sepsis prediction algorithm learns to say "I don't know".NPJ Digit Med2021
33936391Contextual Embeddings from Clinical Notes Improves Prediction of Sepsis.AMIA Annu Symp Proc2021
34259450A Locally Optimized Data-Driven Tool to Predict Sepsis-Associated Vasopressor Use in the ICU.Crit Care Med2021
33345948Development and Prospective Validation of a Deep Learning Algorithm for Predicting Need for Mechanical Ventilation.Chest2021
33019249AIDEx - 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 Soc2020
33173889Predicting progression to septic shock in the emergency department using an externally generalizable machine learning algorithm.medRxiv2020
32577682Development and Prospective Validation of a Transparent Deep Learning Algorithm for Predicting Need for Mechanical Ventilation.medRxiv2020
30970338Ventricular ectopic beat detection using a wavelet transform and a convolutional neural network.Physiol Meas2019
30441256A FHIR-Enabled Streaming Sepsis Prediction System for ICUs.Annu Int Conf IEEE Eng Med Biol Soc2018
30222594Multiscale network dynamics between heart rate and locomotor activity are altered in schizophrenia.Physiol Meas2018
30524025Deep learning in the cross-time frequency domain for sleep staging from a single-lead electrocardiogram.Physiol Meas2018
28916175Early sepsis detection in critical care patients using multiscale blood pressure and heart rate dynamics.J Electrocardiol2017
29091053Multiscale network representation of physiological time series for early prediction of sepsis.Physiol Meas2017
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Collaborators

Shamim Nemati
University of California San Diego
Co-authored papers 23
Gabriel Wardi
university of california san diego
Co-authored papers 10
Andre L Holder
Emory University
Co-authored papers 5
Gari D Clifford
Emory University School of Medicine
Co-authored papers 5
Shamim Nemati
University of California San Diego
Co-authored papers 4
Christopher S Josef
Emory University School of Medicine Atlanta
Co-authored papers 1
Angela Meier
university of california san diego Department of Anesthesiology
Co-authored papers 1
Yu-Ping Shao
Massachusetts General Hospital (MGH)
Co-authored papers 1
Lucila Ohno-Machado
Co-authored papers 1
Lucila Ohno-Machado
Escola de Administracao de Empresas - FGV, Stanford University, University of California San Diego, University of Sao Paulo, Yale School of Medicine
Co-authored papers 1
Michael B Westover
Beth Israel Deaconess Medical Center
Co-authored papers 1
Christopher A Longhurst
University of California
Co-authored papers 1
Fatemeh Amrollahi
University of California San Diego
Co-authored papers 1
Timothy G Buchman
Uniformed Services University of the Health Sciences
Co-authored papers 1
Release 1.2