Supreeth P. Shashikumar

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 13

Top Topics

Exponential Smoothing

Prediction Model

Temporal Abstractions

Top Venues

npj Digit. Medicine

Publications

Anwesh Mohanty, Supreeth P. Shashikumar, Jonathan Y. Lam, Shamim Nemati
Improving Prediction of Need for Mechanical Ventilation using Cross-Attention. CoRR (2024)
Aaron Boussina, Supreeth P. Shashikumar, Atul Malhotra, Robert L. Owens, Robert El-Kareh, Christopher A. Longhurst, Kimberly Quintero, Allison Donahue, Theodore C. Chan, Shamim Nemati, Gabriel Wardi
Author Correction: Impact of a deep learning sepsis prediction model on quality of care and survival. npj Digit. Medicine 7 (1) (2024)
Aaron Boussina, Supreeth P. Shashikumar, Atul Malhotra, Robert L. Owens, Robert El-Kareh, Christopher A. Longhurst, Kimberly Quintero, Allison Donahue, Theodore C. Chan, Shamim Nemati, Gabriel Wardi
Impact of a deep learning sepsis prediction model on quality of care and survival. npj Digit. Medicine 7 (1) (2024)
Supreeth P. Shashikumar, Fatemeh Amrollahi, Shamim Nemati
Unsupervised Detection and Correction of Model Calibration Shift at Test-Time. EMBC (2023)
Aaron Boussina, Supreeth P. Shashikumar, Fatemeh Amrollahi, Hayden Pour, Michael A. Hogarth, Shamim Nemati
Development & Deployment of a Real-time Healthcare Predictive Analytics Platform. EMBC (2023)
Archil K. Srivastava, Supreeth P. Shashikumar, Shamim Nemati
A Comparison of Uncertainty Estimation Methods for Deep Learning-based Clinical Risk Scores. AMIA (2022)
Supreeth P. Shashikumar, Gabriel Wardi, Atul Malhotra, Shamim Nemati
Artificial intelligence sepsis prediction algorithm learns to say "I don't know". npj Digit. Medicine 4 (2021)
Supreeth P. Shashikumar, Christopher Josef, Ashish Sharma, Shamim Nemati
DeepAISE - An interpretable and recurrent neural survival model for early prediction of sepsis. Artif. Intell. Medicine 113 (2021)
Fatemeh Amrollahi, Supreeth P. Shashikumar, Fereshteh Razmi, Shamim Nemati
Contextual Embeddings from Clinical Notes Improves Prediction of Sepsis. AMIA (2020)
Russell J. Bradford, Christopher J. Sangwin, Supreeth P. Shashikumar, Shamim Nemati
Does the "Artificial Intelligence Clinician" learn optimal treatment strategies for sepsis in intensive care? CoRR (2019)
Supreeth P. Shashikumar, Christopher Josef, Ashish Sharma, Shamim Nemati
DeepAISE - An End-to-End Development and Deployment of a Recurrent Neural Survival Model for Early Prediction of Sepsis. CoRR (2019)
Matthew A. Reyna, Christopher Josef, Salman Seyedi, Russell Jeter, Supreeth P. Shashikumar, M. Brandon Westover, Ashish Sharma, Shamim Nemati, Gari D. Clifford
Early Prediction of Sepsis from Clinical Data: the PhysioNet/Computing in Cardiology Challenge 2019. CinC (2019)
Joel R. Henry, Dennis Lynch, Jeff Mals, Supreeth P. Shashikumar, Andre L. Holder, Ashish Sharma, Shamim Nemati
A FHIR-Enabled Streaming Sepsis Prediction System for ICUs. EMBC (2018)