A deep convolutional neural network for Kawasaki disease diagnosis

por Xu, Ellen, Nemati, Shamim, Tremoulet, Adriana H.
Publicado 2022

Artificial intelligence sepsis prediction algorithm learns to say “I don’t know”

por Shashikumar, Supreeth P., Wardi, Gabriel, Malhotra, Atul, Nemati, Shamim
Publicado 2021

Differentiation of Fungal, Viral, and Bacterial Sepsis using Multimodal Deep Learning

por Boussina, Aaron, Ramesh, Karthik, Arora, Himanshu, Ratadiya, Pratik, Nemati, Shamim
Publicado 2023

Leveraging clinical data across healthcare institutions for continual learning of predictive risk models

por Amrollahi, Fatemeh, Shashikumar, Supreeth P., Holder, Andre L., Nemati, Shamim
Publicado 2022

Development & Deployment of a Real-time Healthcare Predictive Analytics Platform

por Boussina, Aaron, Shashikumar, Supreeth, Amrollahi, Fatemeh, Pour, Hayden, Hogarth, Michael, Nemati, Shamim
Publicado 2023

Bringing the Promise of Artificial Intelligence to Critical Care: What the Experience With Sepsis Analytics Can Teach Us

por Wardi, Gabriel, Owens, Robert, Josef, Christopher, Malhotra, Atul, Longhurst, Christopher, Nemati, Shamim
Publicado 2023

Assessing Barriers to Implementation of Machine Learning and Artificial Intelligence–Based Tools in Critical Care: Web-Based Survey Study

por Mlodzinski, Eric, Wardi, Gabriel, Viglione, Clare, Nemati, Shamim, Crotty Alexander, Laura, Malhotra, Atul
Publicado 2023

Representation Learning and Spectral Clustering for the Development and External Validation of Dynamic Sepsis Phenotypes: Observational Cohort Study

por Boussina, Aaron, Wardi, Gabriel, Shashikumar, Supreeth Prajwal, Malhotra, Atul, Zheng, Kai, Nemati, Shamim
Publicado 2023

Transfer Entropy Estimation and Directional Coupling Change Detection in Biomedical Time Series

por Lee, Joon, Nemati, Shamim, Silva, Ikaro, Edwards, Bradley A, Butler, James P, Malhotra, Atul
Publicado 2012

Prediction of Unplanned Hospital Readmission using Clinical and Longitudinal Wearable Sensor Features

por Yhdego, Haben H., Nayebnazar, Arshia, Amrollahi, Fatemeh, Boussina, Aaron, Shashikumar, Supreeth, Wardi, Gabriel, Nemati, Shamim
Publicado 2023

Predicting Hospital Readmission among Patients with Sepsis using Clinical and Wearable Data

por Amrollahi, Fatemeh, Shashikumar, Supreeth Prajwal, Yhdego, Haben, Nayebnazar, Arshia, Yung, Nathan, Wardi, Gabriel, Nemati, Shamim
Publicado 2023

Deep Learning Model to Predict Serious Infection Among Children With Central Venous Lines

por Tabaie, Azade, Orenstein, Evan W., Nemati, Shamim, Basu, Rajit K., Clifford, Gari D., Kamaleswaran, Rishikesan
Publicado 2021

Optimizing the Implementation of Clinical Predictive Models to Minimize National Costs: Sepsis Case Study

por Rogers, Parker, Boussina, Aaron E, Shashikumar, Supreeth P, Wardi, Gabriel, Longhurst, Christopher A, Nemati, Shamim
Publicado 2023

Machine Learning and Decision Support in Critical Care

por Johnson, Alistair E. W., Ghassemi, Mohammad M., Nemati, Shamim, Niehaus, Katherine E., Clifton, David A., Clifford, Gari D.
Publicado 2016

Early Prediction of Sepsis From Clinical Data: The PhysioNet/Computing in Cardiology Challenge 2019

por Reyna, Matthew A., Josef, Christopher S., Jeter, Russell, Shashikumar, Supreeth P., Westover, M. Brandon, Nemati, Shamim, Clifford, Gari D., Sharma, Ashish
Publicado 2020

Intravenous immunoglobulin resistance in Kawasaki disease patients: prediction using clinical data

por Lam, Jonathan Y., Song, Min-Seob, Kim, Gi-Beom, Shimizu, Chisato, Bainto, Emelia, Tremoulet, Adriana H., Nemati, Shamim, Burns, Jane C.
Publicado 2023

Development and Prospective Validation of a Deep Learning Algorithm for Predicting Need for Mechanical Ventilation

por Shashikumar, Supreeth P., Wardi, Gabriel, Paul, Paulina, Carlile, Morgan, Brenner, Laura N., Hibbert, Kathryn A., North, Crystal M., Mukerji, Shibani S., Robbins, Gregory K., Shao, Yu-Ping, Westover, M. Brandon, Nemati, Shamim, Malhotra, Atul
Publicado 2021

Prediction of Acute Respiratory Failure Requiring Advanced Respiratory Support in Advance of Interventions and Treatment: A Multivariable Prediction Model From Electronic Medical R...

por Wong, An-Kwok I., Kamaleswaran, Rishikesan, Tabaie, Azade, Reyna, Matthew A., Josef, Christopher, Robichaux, Chad, de Hond, Anne A. H., Steyerberg, Ewout W., Holder, Andre L., Nemati, Shamim, Buchman, Timothy G., Blum, James M.
Publicado 2021

A machine-learning algorithm for diagnosis of multisystem inflammatory syndrome in children and Kawasaki disease in the USA: a retrospective model development and validation study

por Lam, Jonathan Y, Shimizu, Chisato, Tremoulet, Adriana H, Bainto, Emelia, Roberts, Samantha C, Sivilay, Nipha, Gardiner, Michael A, Kanegaye, John T, Hogan, Alexander H, Salazar, Juan C, Mohandas, Sindhu, Szmuszkovicz, Jacqueline R, Mahanta, Simran, Dionne, Audrey, Newburger, Jane W, Ansusinha, Emily, DeBiasi, Roberta L, Hao, Shiying, Ling, Xuefeng B, Cohen, Harvey J, Nemati, Shamim, Burns, Jane C
Publicado 2022