Works by Nemati, Shamim

Results: 21

The Effect of Severe Sepsis and Septic Shock Management Bundle (SEP-1) Compliance and Implementation on Mortality Among Patients With Sepsis: A Systematic Review.

Published in:

Annals of Internal Medicine, 2025, v. 178, n. 4, p. 543, doi. 10.7326/ANNALS-24-02426

By:

Ford, James S.;
Morrison, Joseph C.;
Kyaw, May;
Hewlett, Meghan;
Tahir, Peggy;
Jain, Sonia;
Nemati, Shamim;
Malhotra, Atul;
Wardi, Gabriel

Publication type:

Article

Biomimetic Brain Machine Interfaces for the Control of Movement.

Published in:

Journal of Neuroscience, 2007, v. 27, n. 44, p. 11842, doi. 10.1523/JNEUROSCI.3516-07.2007

By:

Fagg, Andrew H.;
Hatsopoulos, Nicholas G.;
De Lafuente, Victor;
Moxon, Karen A.;
Nemati, Shamim;
Rebesco, James M.;
Romo, Ranulfo;
Solla, Sara A.;
Reimer, Jake;
Tkach, Dennis;
Pohlmeyer, Eric A.;
Miller, Lee E.

Publication type:

Article

Resonance as the Mechanism of Daytime Periodic Breathing in Patients with Heart Failure.

Published in:

2017

By:

Sands, Scott A.;
Mebrate, Yoseph;
Edwards, Bradley A.;
Nemati, Shamim;
Manisty, Charlotte H.;
Desai, Akshay S.;
Wellman, Andrew;
Willson, Keith;
Francis, Darrel P.;
Butler, James P.;
Malhotra, Atul

Publication type:

journal article

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

Published in:

JMIR Perioperative Medicine, 2023, v. 6, p. 1, doi. 10.2196/41056

By:

Mlodzinski, Eric;
Wardi, Gabriel;
Viglione, Clare;
Nemati, Shamim;
Alexander, Laura Crotty;
Malhotra, Atul

Publication type:

Article

Development and prospective implementation of a large language model based system for early sepsis prediction.

Published in:

NPJ Digital Medicine, 2025, v. 8, n. 1, p. 1, doi. 10.1038/s41746-025-01689-w

By:

Shashikumar, Supreeth P.;
Mohammadi, Sina;
Krishnamoorthy, Rishivardhan;
Patel, Avi;
Wardi, Gabriel;
Ahn, Joseph C.;
Singh, Karandeep;
Aronoff-Spencer, Eliah;
Nemati, Shamim

Publication type:

Article

Tornado Detection Using a Neuro–Fuzzy System to Integrate Shear and Spectral Signatures.

Published in:

Journal of Atmospheric & Oceanic Technology, 2008, v. 25, n. 7, p. 1136, doi. 10.1175/2007JTECHA1022.1

By:

Yadong Wang;
Tian-You Yu;
Mark Yeary;
Alan Shapiro;
Shamim Nemati;
Michael Foster;
David L. Andra Jr;
Michael Jain

Publication type:

Article

Deep learning enhanced transmembranous electromyography in the diagnosis of sleep apnea.

Published in:

BMC Neuroscience, 2024, v. 25, n. 1, p. 1, doi. 10.1186/s12868-024-00913-9

By:

Mandeville, Ross;
Sedghamiz, Hooman;
Mansfield, Perry;
Sheean, Geoffrey;
Studer, Chris;
Cordice, Derrick;
Ghanbari, Ghodsieh;
Malhotra, Atul;
Nemati, Shamim;
Koola, Jejo

Publication type:

Article

Impact of wearable device data and multi-scale entropy analysis on improving hospital readmission prediction.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 11, p. 2679, doi. 10.1093/jamia/ocae242

By:

Nagarajan, Vishal;
Shashikumar, Supreeth Prajwal;
Malhotra, Atul;
Nemati, Shamim;
Wardi, Gabriel

Publication type:

Article

Inclusion of social determinants of health improves sepsis readmission prediction models.

Published in:

2022

By:

Amrollahi, Fatemeh;
Shashikumar, Supreeth P;
Meier, Angela;
Ohno-Machado, Lucila;
Nemati, Shamim;
Wardi, Gabriel

Publication type:

journal article

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

Published in:

Journal of Medical Internet Research, 2023, v. 25, n. 1, p. 1, doi. 10.2196/45614

By:

Boussina, Aaron;
Wardi, Gabriel;
Shashikumar, Supreeth Prajwal;
Malhotra, Atul;
Zheng, Kai;
Nemati, Shamim

Publication type:

Article

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

Published in:

Journal of Medical Internet Research, 2023, v. 25, n. 1, p. 1, doi. 10.2196/43486

By:

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

Publication type:

Article

Data Fusion for Improved Respiration Rate Estimation.

Published in:

EURASIP Journal on Advances in Signal Processing, 2010, p. 1, doi. 10.1155/2010/926305

By:

Nemati, Shamim;
Malhotra, Atul;
Clifford, Gari D.

Publication type:

Article

Development, deployment, and continuous monitoring of a machine learning model to predict respiratory failure in critically ill patients.

Published in:

JAMIA Open, 2024, v. 7, n. 4, p. 1, doi. 10.1093/jamiaopen/ooae141

By:

Lam, Jonathan Y;
Lu, Xiaolei;
Shashikumar, Supreeth P;
Lee, Ye Sel;
Miller, Michael;
Pour, Hayden;
Boussina, Aaron E;
Pearce, Alex K;
Malhotra, Atul;
Nemati, Shamim

Publication type:

Article

Development and validation of a deep learning algorithm for the prediction of serum creatinine in critically ill patients.

Published in:

JAMIA Open, 2024, v. 7, n. 3, p. 1, doi. 10.1093/jamiaopen/ooae097

By:

Ghanbari, Ghodsieh;
Lam, Jonathan Y;
Shashikumar, Supreeth P;
Awdishu, Linda;
Singh, Karandeep;
Malhotra, Atul;
Nemati, Shamim;
Yousif, Zaid

Publication type:

Article

The impact of laboratory data missingness on sepsis diagnosis timeliness.

Published in:

JAMIA Open, 2024, v. 7, n. 3, p. 1, doi. 10.1093/jamiaopen/ooae085

By:

Lam, Jonathan Y;
Boussina, Aaron;
Shashikumar, Supreeth P;
Owens, Robert L;
Nemati, Shamim;
Josef, Christopher S

Publication type:

Article

Author Correction: Impact of a deep learning sepsis prediction model on quality of care and survival.

Published in:

2024

By:

Boussina, Aaron;
Shashikumar, Supreeth P.;
Malhotra, Atul;
Owens, Robert L.;
El-Kareh, Robert;
Longhurst, Christopher A.;
Quintero, Kimberly;
Donahue, Allison;
Chan, Theodore C.;
Nemati, Shamim;
Wardi, Gabriel

Publication type:

Correction Notice

Impact of a deep learning sepsis prediction model on quality of care and survival.

Published in:

NPJ Digital Medicine, 2024, v. 7, n. 1, p. 1, doi. 10.1038/s41746-023-00986-6

By:

Boussina, Aaron;
Shashikumar, Supreeth P.;
Malhotra, Atul;
Owens, Robert L.;
El-Kareh, Robert;
Longhurst, Christopher A.;
Quintero, Kimberly;
Donahue, Allison;
Chan, Theodore C.;
Nemati, Shamim;
Wardi, Gabriel

Publication type:

Article

Can we predict the future of respiratory failure prediction?

Published in:

Critical Care, 2025, v. 29, n. 1, p. 1, doi. 10.1186/s13054-025-05484-7

By:

Pearce, Alex K.;
Nemati, Shamim;
Goligher, Ewan C.;
Hough, Catherine L.;
Holder, Andre L.;
Wardi, Gabriel;
Yang, Philip;
Boussina, Aaron;
Lyons, Patrick G.;
Sahetya, Sarina;
Malhotra, Atul;
Rogers, Angela

Publication type:

Article

A deep convolutional neural network for Kawasaki disease diagnosis.

Published in:

Scientific Reports, 2022, v. 12, n. 1, p. 1, doi. 10.1038/s41598-022-15495-x

By:

Xu, Ellen;
Nemati, Shamim;
Tremoulet, Adriana H.

Publication type:

Article

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

Published in:

Scientific Reports, 2022, v. 12, n. 1, p. 1, doi. 10.1038/s41598-022-12497-7

By:

Amrollahi, Fatemeh;
Shashikumar, Supreeth P.;
Holder, Andre L.;
Nemati, Shamim

Publication type:

Article

Artificial intelligence sepsis prediction algorithm learns to say "I don't know".

Published in:

NPJ Digital Medicine, 2021, v. 4, n. 1, p. 1, doi. 10.1038/s41746-021-00504-6

By:

Shashikumar, Supreeth P.;
Wardi, Gabriel;
Malhotra, Atul;
Nemati, Shamim

Publication type:

Article