Engineering prompts while navigating the tradeoffs of LLM integration in First Responder Software Application
Paul, S., Azmee, A. A., Thomas, D.
Proceedings of the 59th Hawaii International Conference on System Sciences (HICSS).
(2026)
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Themes and Issues in User Stories of Mental Health Emergency Responses: Retrospective Qualitative Study
Thomas, D., Randhawa, A., Chadwick, K., Priester, R., Koduri, A., Markonda, M., Northrup, J., Nandan, M., Sneha, S.
JMIR Preprints (preprint).
(2026)
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RECAP: Reinforced, explainable LLM classifier for behavioral-health analysis in police narratives
Stigall, W. A., Nweke, F., Walker, H. N., Khan, M. A. A. H., Perry, S., Pei, Y., Thomas, D., Nandan, M.
Applied Computing and Intelligence, 5(2), pp. 337-347.
(2025)
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A Transformer-Driven Framework for Multi-Label Behavioral Health Classification in Police Narratives
Nweke, F., Azmee, A. A., Khan, M. A. A. H., Pei, Y., Thomas, D., and Nandan, M.
Applied Computing and Intelligence (4:2), pp. 234-252.
(2024)
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Semantic Learning and Attention Dynamics for Behavioral Classification in Police Narratives
Attota, Dinesh Chowdary, Abm Adnan Azmee, Md. Abdullah Al Hafiz Khan, Yong Pei, Dominic Thomas, and Monica Nandan
Smart Health 32: 100479.
(2024)
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Adaptive Attention-Aware Fusion for Human-in-the-Loop Behavioral Health Detection
Brown, M., Azmee, A. A., Khan, Md. A. A. H., Thomas, D., Pei, Y., and Nandan, M.
Smart Health (32), p. 100475.
(2024)
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Domain Knowledge-Driven Multi-Label Behavioral Health Identification from Police Report
Azmee, A. A., Nweke, F., Khan, M. A. A. H., Pei, Y., Thomas, D., Nandan, M.
2024 IEEE International Conference on Big Data (BigData), pp. 6904-6913.
(2024)
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Combined Correlational Network for Identifying Behavioral Health Cases from First Responder Report
Pederson, M., Azmee, A. A., Khan, M. A. A. H., Pei, Y., Thomas, D., Nandan, M.
IEEE BigData.
(2024)
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Explainable Multi-Label Classification Framework for Behavioral Health Based on Domain Concepts
Nweke, F., Azmee, A. A., Al Hafiz Khan, M. A., Pei, Y., Thomas, D., Nandan, M.
2024 IEEE International Conference on Big Data (BigData), pp. 6528-6537.
(2024)
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Demo: CaseFinder: Automated Visual and Quantitative Analysis Tool for Police Narrative
Brown, M., Thomas, D., Khan, M. A. A. H., Azmee, A. A., Nandan, M., Pei, Y.
IEEE BigData, Washington, D.C..
(2024)
Demo: CaseFinder: Automated Visual and Quantitative Analysis Tool for Police Narrative
Brown, M., Thomas, D., Khan, M. A. A. H., Azmee, A. A., Nandan, M., and Pei, Y.
The Ninth IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE), Wilmington, DE.
(2024)
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Semantic Learning and Attention Dynamics for Behavioral Classification in Police Narratives
Attota, D., Azmee, A. A., Khan, M. A. A. H., Thomas, D., Pei, Y., and Nandan, M.
The Ninth IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE), Wilmington, DE.
(2024)
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First Responders, Mental Health, Dispatch Coding, COVID-19: Crisis within a Crisis
Hashmi, T., Thomas, D., Nandan, M.
Journal of Emergency Management, 21(3).
(2023)
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Domain-Enhanced Attention Enabled Deep Network for Behavioral Health Identification from 911 Narratives
Azmee, A. A., Brown, M., Khan, M. A. A. H., Thomas, D., Pei, Y., and Nandan, M.
2023 IEEE International Conference on Big Data (BigData), Sorrento, Italy, pp. 5723-5732.
(2023)
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Mapping Potential Behavioral and Violent Crises in 911 Police Reports to Enable Threat Assessment and Prioritization for Multi-Level Prevention Capabilities
Thomas, D., Nandan, M., Brown, M., and Broadnax, C.
Proceedings of the Southeastern Decision Sciences Institute, Wilmington, NC.
(2023)
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Detection of Behavioral Health Cases from Sensitive Police Officer Narratives
Brown, M., Khan, H., Thomas, D., Pei, Y., Nandan, M.
IEEE COMPSAC DIGI-HEALTH 2023.
(2023)
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Mapping Potential Behavioral and Violent Crises in 911 Police Reports to Enable Threat Assessment and Prioritization for Multi-Level Prevention Capabilities
Thomas, D., Nandan, M., Broadnax, C., Brown, M., Khan, M. A. A. H.
Southeast Decision Sciences Institute Annual Conference, Wilmington, NC.
(2023)
Advancing Mental Health Crisis Response Systems: A Series of Cross-Disciplinary Projects
Thomas, D.
Coles Research Seminar Series (online).
(2021)
Mental Health Call Triage
Hashmi, T., Thomas, D., Nandan, M.
CONISAR.
(2021)
Mental Health Call Triage: Coding Systems and Opportunities for Research
Hashmi, T., Thomas, D., Nandan, M.
Hawaii International Conference on System Sciences (HICSS), HI.
(2021)
Behavioral Health: How Communities Come Together to Create Safety
Nandan, M., Thomas, D., Gordon, S.
Safe America Foundation Forum, Atlanta, GA.
(2020)