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
Comparing machine and deep learning models for pediatric anxiety classification using structured EHRs and area-based measures of health data
Lee, E. W., Choo, S., Maguire, D., Shivanna, A., Santel, D., Bhatnagar, S., Goethert, I., Patterson, K., Gholap, J., Hanson, H. A., Chandrashekar, M., Ammerman, R. T., Pestian, J. P., Glauser, T., Brokamp, C., Strawn, J. R., Kapadia, A. J. & Agasthya, G., May 2026, In: PLoS ONE. 21, 5 May, e0324673.
Research output: Contribution to journal › Article › peer-review

AISD HOMO-LUMO
Blanchard, A. E. (Creator), Gounley, J. (Creator), Bhowmik, D. (Creator), Yoo, P. (Creator) & Irle, S. (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 25 2022
DOI: 10.13139/ORNLNCCS/1869409
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
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

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