Supreeth P. Shashikumar

16 papers Misc 2Journal 8Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Development and prospective implementation of a large language model based system for early sepsis prediction.
npj Digit. Medicine
Supreeth P. Shashikumar, Sina Mohammadi, Rishivardhan Krishnamoorthy, Avi Patel, Gabriel Wardi, Joseph C. Ahn, Karandeep Singh, Eliah Aronoff Spencer, Shamim Nemati
2025 — conf
Multi-VentNet: Multimodal Fusion Framework for Predicting Need for Mechanical Ventilation.
ISBI
Ye Sel Lee, Xiaolei Lu, Michael Miller, Jonathan Y. Lam, Supreeth P. Shashikumar, Shamim Nemati
2024 J jnl
Author Correction: Impact of a deep learning sepsis prediction model on quality of care and survival.
npj Digit. Medicine
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
2024 J jnl
Impact of a deep learning sepsis prediction model on quality of care and survival.
npj Digit. Medicine
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
2024 — conf
Improving Prediction of Need for Mechanical Ventilation using Cross-Attention.
EMBC
Anwesh Mohanty, Supreeth P. Shashikumar, Jonathan Y. Lam, Shamim Nemati
2024 J jnl
Improving Prediction of Need for Mechanical Ventilation using Cross-Attention.
CoRR
Anwesh Mohanty, Supreeth P. Shashikumar, Jonathan Y. Lam, Shamim Nemati
2023 — conf
Development & Deployment of a Real-time Healthcare Predictive Analytics Platform.
EMBC
Aaron Boussina, Supreeth P. Shashikumar, Fatemeh Amrollahi, Hayden Pour, Michael A. Hogarth, Shamim Nemati
2023 — conf
Unsupervised Detection and Correction of Model Calibration Shift at Test-Time.
EMBC
Supreeth P. Shashikumar, Fatemeh Amrollahi, Shamim Nemati
2022 Misc conf
A Comparison of Uncertainty Estimation Methods for Deep Learning-based Clinical Risk Scores.
AMIA
Archil K. Srivastava, Supreeth P. Shashikumar, Shamim Nemati
2021 J jnl
Artificial intelligence sepsis prediction algorithm learns to say "I don't know".
npj Digit. Medicine
Supreeth P. Shashikumar, Gabriel Wardi, Atul Malhotra, Shamim Nemati
2021 J jnl
DeepAISE - An interpretable and recurrent neural survival model for early prediction of sepsis.
Artif. Intell. Medicine
Supreeth P. Shashikumar, Christopher Josef, Ashish Sharma, Shamim Nemati
2020 Misc conf
Contextual Embeddings from Clinical Notes Improves Prediction of Sepsis.
AMIA
Fatemeh Amrollahi, Supreeth P. Shashikumar, Fereshteh Razmi, Shamim Nemati
2019 J jnl
DeepAISE - An End-to-End Development and Deployment of a Recurrent Neural Survival Model for Early Prediction of Sepsis.
CoRR
Supreeth P. Shashikumar, Christopher Josef, Ashish Sharma, Shamim Nemati
2019 J jnl
Does the "Artificial Intelligence Clinician" learn optimal treatment strategies for sepsis in intensive care?
CoRR
Russell J. Bradford, Christopher J. Sangwin, Supreeth P. Shashikumar, Shamim Nemati
2019 — conf
Early Prediction of Sepsis from Clinical Data: the PhysioNet/Computing in Cardiology Challenge 2019.
CinC
Matthew A. Reyna, Christopher Josef, Salman Seyedi, Russell Jeter, Supreeth P. Shashikumar, M. Brandon Westover, Ashish Sharma, Shamim Nemati, Gari D. Clifford
2018 — conf
A FHIR-Enabled Streaming Sepsis Prediction System for ICUs.
EMBC
Joel R. Henry, Dennis Lynch, Jeff Mals, Supreeth P. Shashikumar, Andre L. Holder, Ashish Sharma, Shamim Nemati