Scalable Biomedical Modeling

John Gounley
- Scalable Biomedical Modeling - Group Leader, Scalable Biomedical Modeli
Person
20142026
Hilda Klasky
- Scalable Biomedical Modeling - R&D Staff Member
Person
20102025
Sifat Moon
- Scalable Biomedical Modeling - Research Scientist
Person
20192026

A data-centric approach to detecting and mitigating demographic bias in pediatric mental health text
Ive, J., Bondaronek, P., Yadav, V., Santel, D., Glauser, T., Strawn, J. R., Agasthya, G., Tschida, J., Choo, S., Chandrashekar, M., Kapadia, A. J. & Pestian, J., Dec 2026, In: Communications Medicine. 6, 1, 221.
Research output: Contribution to journal › Article › peer-review

Open Access
A reproducible study design for the MIMIC-IV in-hospital mortality task
Stanley, C., Gounley, J. & Hanson, H., 2026, United States
Research output: Other contribution › Technical Report
Comparison of structurally diverse simulation models for prediction of epidemic outcomes caused by a long-distance dispersed pathogen
Marjani, M., Cohnstaedt, L. W., Contina, J. B., Jones, C., Moon, S. A., Seibel, R. L., Tildesley, M. J., Scoglio, C. M. & Mundt, C. C., May 2026, In: Ecological Modelling. 515, 111539.
Research output: Contribution to journal › Article › peer-review

SARS-CoV2 Docking Dataset for MLMol Language Model (50M)
Tsaris, A. (Creator), Gounley, J. (Creator) & Blanchard, A. E. (Creator), Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States). Oak Ridge Leadership Computing Facility (OLCF); Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States), May 20 2022
DOI: 10.13139/ORNLNCCS/1868526
Dataset
Leveraging hyperspectral imaging to identify drought tolerant Populus species and genotypes within species
Ramirez Flores, M. (Creator), Carrell, A. (Creator), Klingeman, D. (Creator), Clark, M. (Creator), Jawdy, S. (Creator), Carper, D. L. (Creator), Yao, T. (Creator), McBrien, J. (Creator), Burdick, L. (Creator), Wymore, A. (Creator), McClennan, D. (Creator), Martin, S. (Creator), Yoon, H.-J. (Creator), Weston, D. (Creator) & Cregger, M. (Creator), Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States), Oct 30 2024
DOI: 10.25983/2475384
Dataset
Comprehensive Database of Environmental Mitigations Extracted from FERC-Licensed Hydropower Projects using Artificial Intelligence Techniques, 1998-2023
Ruggles, T. (Creator), Yoon, H.-J. (Creator), Bhattacharyya, A. (Creator) & Singh, D. (Creator), Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States), Jun 30 2025
DOI: 10.21951/environmental_mitigationsai/2570983
Dataset

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