Jacob Desman

Computer ScienceMedicine

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 8 papers. Top paper: “Derivation, external and clinical validation of a deep learning approach for detecting intracranial hypertension”.

Derivation, external and clinical validation of a deep learning approach for detecting intracranial hypertension

npj Digital Medicine(2024)10.1038/s41746-024-01227-0

N/A

0.473DataRank · unranked

8 citations

Pushkala Jayaraman, Ashwin Sawant, Jacob Desman, Benjamin Fox, Annette Chang +14 more

Derivation, External Validation and Clinical Implications of a deep learning approach for intracranial pressure estimation using non-cranial waveform measurements

medRxiv(2024)10.1101/2024.01.30.24301974

N/A

0DataRank · unranked

1 citations

Pushkala Jayaraman, Ashwin Sawant, Jacob Desman, Benjamin Fox, Annie Chang +14 more

A distributional reinforcement learning model for optimal glucose control after cardiac surgery

npj Digital Medicine(2025)10.1038/s41746-025-01709-9

N/A

0DataRank · unranked

10 citations

Zhang-Wei Hong, Moein Sabounchi, Ashwin Sawant, Jaskirat Gill, Ana Catarina Costa +27 more

NutriSighT: Interpretable Transformer Model for Dynamic Prediction of Underfeeding Enteral Nutrition in Mechanically Ventilated Patients

Nature Communications(2025)10.1038/s41467-025-66200-1

N/A

0DataRank · unranked

1 citations

Jayshil J. Patel, Akhil Vaid, Jaskirat Gill, Paul McCarthy, Jacob Desman +15 more

NutriSighT: Interpretable Transformer Model for Dynamic Prediction of Hypocaloric Enteral Nutrition in Mechanically Ventilated Patients

medRxiv(2025)10.1101/2025.01.06.25320067

N/A

0DataRank · unranked

2 citations

Jayshil J. Patel, Jaskirat Gill, Paul McCarthy, Jacob Desman, Rohit Gupta +14 more

Friday the 13th is not associated with increases in emergency medical services (EMS) patient volume

The American Journal of Emergency Medicine(2025)10.1016/j.ajem.2025.03.001

N/A

0DataRank · unranked

0 citations

Michael McCartin, Joshua Kimbrell, Jacob Stebel, Alexander Zhou, Jacob Desman +5 more

A Primer on Reinforcement Learning in Medicine for Clinicians

npj Digital Medicine(2024)10.1038/s41746-024-01316-0

N/A

0DataRank · unranked

93 citations

Jacob Desman, Moein Sabounchi, Girish N. Nadkarni, Ankit Sakhuja, Pushkala Jayaraman

Personalized Hemodynamic Management Using Reinforcement Learning to Prevent Persistent Acute Kidney Injury After Cardiac Surgery

medRxiv(2025)10.1101/2025.10.23.25338698

N/A

0DataRank · unranked

0 citations

Jacob Desman, Ido Amit, Won-Suk Oh, Christine A. Capone, Pushkala Jayaraman +26 more