Title
A Scoping Review of Synthetic Data Generation for Biomedical Research and Applications Hanshu Rao Weisi Liu Haohan Wang I. Huang Zhe He Xiaolei Huang SyDa 32 0 0 19 Jun 2025
A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment Jean-Philippe Corbeil Amin Dada Jean-Michel Attendu Asma Ben Abacha Alessandro Sordoni Lucas Caccia François Beaulieu Thomas Lin Jens Kleesiek Paul Vozila LM&MA 156 1 0 15 May 2025
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Entity Decomposition with Filtering: A Zero-Shot Clinical Named Entity Recognition Framework Reza Averly Xia Ning 186 2 0 21 Feb 2025
Do Large Language Models Align with Core Mental Health Counseling Competencies? Viet Cuong Nguyen Mohammad Taher Dongwan Hong Vinicius Konkolics Possobom Vibha Thirunellayi Gopalakrishnan ... Zihang Li H. J. Soled Michael L. Birnbaum Srijan Kumar M. D. Choudhury ELM LM&MA AI4MH 119 4 0 29 Oct 2024
Disease Entity Recognition and Normalization is Improved with Large Language Model Derived Synthetic Normalized Mentions Kuleen Sasse Shinjitha Vadlakonda Richard Kennedy J. D. Osborne AI4CE 75 1 0 10 Oct 2024
WisPerMed at "Discharge Me!": Advancing Text Generation in Healthcare with Large Language Models, Dynamic Expert Selection, and Priming Techniques on MIMIC-IV Hendrik Damm T. M. G. Pakull Bahadir Eryilmaz Helmut Becker Ahmad Idrissi-Yaghir Henning Schafer Sergej Schultenkämper Christoph M. Friedrich 85 3 0 18 May 2024
End-to-End Breast Cancer Radiotherapy Planning via LMMs with Consistency Embedding Kwanyoung Kim Y. Oh S. Park H. Byun Joongyo Lee Jin Sung Kim Yong Bae Kim Jong Chul Ye 133 0 0 27 Nov 2023