Synth-SBDH: A Synthetic Dataset of Social and Behavioral Determinants of Health for Clinical Text.

Avijit Mitra Avijit Mitra Zhichao Yang 0001 Emily Druhl Raelene Goodwin Hong Yu 0001 Synth-SBDH: A Synthetic Dataset of Social and Behavioral Determinants of Health for Clinical Text. 27899-27935 2025 EMNLP https://doi.org/10.18653/v1/2025.emnlp-main.1418 conf/emnlp/2025 db/conf/emnlp/emnlp2025.html#MitraYDGY25 streams/conf/emnlp

Zonghai Yao Youxia Zhao Avijit Mitra David A. Levy Emily Druhl Jack Tsai Hong Yu 0001 SynthEHR-Eviction: Enhancing Eviction SDoH Detection with LLM-Augmented Synthetic EHR Data. 2025 July abs/2507.07421 CoRR https://doi.org/10.48550/arXiv.2507.07421 db/journals/corr/corr2507.html#abs-2507-07421 streams/journals/corr

Zhichao Yang 0001 Avijit Mitra Sunjae Kwon Hong Yu 0001 ClinicalMamba: A Generative Clinical Language Model on Longitudinal Clinical Notes. 54-63 2024 ClinicalNLP@NAACL https://doi.org/10.18653/v1/2024.clinicalnlp-1.5 conf/acl-clinicalnlp/2024 db/conf/acl-clinicalnlp/acl-clinicalnlp2024.html#YangMKY24 streams/conf/acl-clinicalnlp Parth Vashisht Abhilasha Lodha Mukta Maddipatla Zonghai Yao Avijit Mitra Zhichao Yang 0001 Sunjae Kwon Junda Wang Hong Yu 0001 UMass-BioNLP at MEDIQA-M3G 2024: DermPrompt - A Systematic Exploration of Prompt Engineering with GPT-4V for Dermatological Diagnosis. 502-525 2024 ClinicalNLP@NAACL https://doi.org/10.18653/v1/2024.clinicalnlp-1.50 conf/acl-clinicalnlp/2024 db/conf/acl-clinicalnlp/acl-clinicalnlp2024.html#VashishtLMYMYKWY24 streams/conf/acl-clinicalnlp Avijit Mitra Nalin Gupta Chetan Naik Abhinav Sethy Kinsey Bice Zeynab Raeesy Generating Contextual Images for Long-Form Text. 7623-7633 2024 LREC/COLING https://aclanthology.org/2024.lrec-main.673 conf/coling/2024 db/conf/coling/coling2024.html#MitraGNSBR24

Zhichao Yang 0001 Avijit Mitra Sunjae Kwon Hong Yu 0001 ClinicalMamba: A Generative Clinical Language Model on Longitudinal Clinical Notes. 2024 abs/2403.05795 CoRR https://doi.org/10.48550/arXiv.2403.05795 db/journals/corr/corr2403.html#abs-2403-05795

Parth Vashisht Abhilasha Lodha Mukta Maddipatla Zonghai Yao Avijit Mitra Zhichao Yang 0001 Junda Wang Sunjae Kwon Hong Yu 0001 UMass-BioNLP at MEDIQA-M3G 2024: DermPrompt - A Systematic Exploration of Prompt Engineering with GPT-4V for Dermatological Diagnosis. 2024 abs/2404.17749 CoRR https://doi.org/10.48550/arXiv.2404.17749 db/journals/corr/corr2404.html#abs-2404-17749

Avijit Mitra Emily Druhl Raelene Goodwin Hong Yu 0001 Synth-SBDH: A Synthetic Dataset of Social and Behavioral Determinants of Health for Clinical Text. 2024 abs/2406.06056 CoRR https://doi.org/10.48550/arXiv.2406.06056 db/journals/corr/corr2406.html#abs-2406-06056

Junda Wang Zonghai Yao Avijit Mitra Samuel Osebe Zhichao Yang 0001 Hong Yu 0001 UMASS_BioNLP at MEDIQA-Chat 2023: Can LLMs generate high-quality synthetic note-oriented doctor-patient conversations? 460-471 2023 ClinicalNLP@ACL https://doi.org/10.18653/v1/2023.clinicalnlp-1.49 https://aclanthology.org/2023.clinicalnlp-1.49 conf/acl-clinicalnlp/2023 db/conf/acl-clinicalnlp/acl-clinicalnlp2023.html#WangYMO0023

Junda Wang Zonghai Yao Avijit Mitra Samuel Osebe Zhichao Yang 0001 Hong Yu 0001 UMASS_BioNLP at MEDIQA-Chat 2023: Can LLMs generate high-quality synthetic note-oriented doctor-patient conversations? 2023 abs/2306.16931 CoRR https://doi.org/10.48550/arXiv.2306.16931 db/journals/corr/corr2306.html#abs-2306-16931

Zhichao Yang 0001 Shufan Wang Bhanu Pratap Singh Rawat Avijit Mitra Hong Yu 0001 Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding. 1767-1781 2022 EMNLP (Findings) https://doi.org/10.18653/v1/2022.findings-emnlp.127 https://aclanthology.org/2022.findings-emnlp.127 conf/emnlp/2022f db/conf/emnlp/emnlp2022f.html#0001WRM022

Zhichao Yang 0001 Shufan Wang Bhanu Pratap Singh Rawat Avijit Mitra Hong Yu 0001 Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding. 2022 abs/2210.03304 CoRR https://doi.org/10.48550/arXiv.2210.03304 db/journals/corr/corr2210.html#abs-2210-03304

Avijit Mitra Richeek Pradhan Rachel D. Melamed Kun Chen David C. Hoaglin Katherine L. Tucker Joel I. Reisman Zhichao Yang 0001 Weisong Liu Jack Tsai Hong Yu 0001 Associations Between Natural Language Processing (NLP) Enriched Social Determinants of Health and Suicide Death among US Veterans. 2022 abs/2212.05546 CoRR https://doi.org/10.48550/arXiv.2212.05546 db/journals/corr/corr2212.html#abs-2212-05546

Hiba Ahsan Emmie Ohnuki Avijit Mitra Hong You MIMIC-SBDH: A Dataset for Social and Behavioral Determinants of Health. 391-413 2021 MLHC https://proceedings.mlr.press/v149/ahsan21a.html conf/mlhc/2021 db/conf/mlhc/mlhc2021.html#AhsanOMY21 Avijit Mitra Bhanu Pratap Singh Rawat David McManus Alok Kapoor Hong Yu 0001 Bleeding Entity Recognition in Electronic Health Records: A Comprehensive Analysis of End-to-End Systems. 2020 AMIA https://knowledge.amia.org/72332-amia-1.4602255/t003-1.4606204/t003-1.4606205/3416663-1.4606389/3417107-1.4606386 conf/amia/2020 db/conf/amia/amia2020.html#MitraRMK020

Avijit Mitra Khalid Ashraf Sepsis Prediction and Vital Signs Ranking in Intensive Care Unit Patients. 2018 abs/1812.06686 CoRR http://arxiv.org/abs/1812.06686 db/journals/corr/corr1812.html#abs-1812-06686

Hiba Ahsan Khalid Ashraf Kinsey Bice Kun Chen Emily Druhl Raelene Goodwin Nalin Gupta David C. Hoaglin Alok Kapoor Sunjae Kwon David A. Levy Weisong Liu Abhilasha Lodha Mukta Maddipatla David McManus Rachel D. Melamed Chetan Naik Emmie Ohnuki Samuel Osebe Richeek Pradhan Zeynab Raeesy Bhanu Pratap Singh Rawat Joel I. Reisman Abhinav Sethy Jack Tsai Katherine L. Tucker Parth Vashisht Junda Wang Shufan Wang Zhichao Yang 0001 Zonghai Yao Hong You Hong Yu 0001 Youxia Zhao