Scott A. Cohen

According to our database, Scott A. Cohen authored at least 3 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Causal machine learning to investigate the effectiveness of vancomycin as the empiric treatment choice in patients hospitalized with community acquired pneumonia.

Fabrizio Pecoraro, Scott A. Cohen, Mattia Prosperi

Proceedings of the 13th IEEE International Conference on Healthcare Informatics, 2025

Comparative Evaluation of Clinical Large Language Models and Machine Learning to Predict Antimicrobial Resistance in Hospital-Onset Sepsis.

Scott A. Cohen, Ziyi Chen, Jiang Bian, Christina Boucher, Yonghui Wu, Mattia Prosperi

Proceedings of the Artificial Intelligence in Medicine - 23rd International Conference, 2025

2023

Optimizing Dynamic Antibiotic Treatment Strategies against Invasive Methicillin-Resistant Staphylococcus Aureus Infections using Causal Survival Forests and G-Formula on Statewide Electronic Health Record Data.

Inyoung Jun, Scott A. Cohen, Sarah E. Ser, Simone Marini, Robert J. Lucero, Jiang Bian, Mattia Prosperi

Proceedings of the KDD'23 Workshop on Causal Discovery, 2023