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Journal of Biomedical Informatics, Volume 170
Volume 170, 2025
- Yunfei Zhang, Wei Liao:
Improving large language models for adverse drug reactions named entity recognition via error correction prompt engineering. 104893 - Hui Liu, Ziyi Chen, Peilin Li, Yuan-Zhi Liu, Xiangtao Liu, Ronald X. Xu, Mingzhai Sun:
Resource-efficient instruction tuning of large language models for biomedical named entity recognition. 104896 - Weizhe Xu, Serguei Pakhomov, Patrick Heagerty, Eric Horvitz, Ellen Bradley, Joshua Woolley, Andrew T. Campbell, Alex S. Cohen, Dror Ben-Zeev, Trevor Cohen:
Perplexity and proximity: Large language model perplexity complements semantic distance metrics for the detection of incoherent speech. 104899 - Lars E. Schimmelpfennig, Kriti Bhattarai, Inez Y. Oh, Jake Lever, Obi L. Griffith, Malachi Griffith, Albert M. Lai, Zachary B. Abrams:
CeRTS: certainty retrieval token search in large language model clinical information extraction. 104900 - Gabriel Ferreira dos Santos Silva, Fabiano Novaes Barcellos Filho, Roberta Moreira Wichmann, Francisco Costa da Silva Junior, Alexandre Chiavegatto Filho:
Strategies for detecting and mitigating dataset shift in machine learning for health predictions: A systematic review. 104902 - Wen-wai Yim, Asma Ben Abacha, Robert Doerning, Chia-Yu Chen, Jiaying Xu, Anita Subbarao, Zixuan Yu, Fei Xia, M. Kennedy Hall, Meliha Yetisgen:
WoundcareVQA: A multilingual visual question answering benchmark dataset for wound care. 104888 - Sriharsha Mopidevi, Kuk Jin Jang, Basam Alasaly, Sydney Pugh, Jean Park, Ashley Batugo, Sy Hwang, Eric Eaton, Danielle Lee Mowery, Kevin B. Johnson:
MedVidDeID: Protecting privacy in clinical encounter video recordings. 104901 - Sarah C. Lotspeich, Sheetal Kedar, Rabeya Tahir, Aidan D. Keleghan, Amelia Miranda, Stephany N. Duda, Michael P. Bancks, Brian J. Wells, Ashish K. Khanna, Joseph Rigdon:
Overcoming data challenges through enriched validation and targeted sampling to measure whole-person health in electronic health records. 104904 - David S. Smith, Karthik Ramadass, Laura M. Jones, Jennifer Morse, Daniel Fabbri, Joseph R. Coco, Shunxing Bao, Melissa A. Basford, Peter J. Embi, Reed A. Omary, John C. Gore, Jill M. Pulley, Bennett A. Landman:
Secondary use of radiological imaging data: Vanderbilt's ImageVU approach. 104905 - Georgi Grazhdanski, Vasil Vasilev, Sylvia Vassileva, Dimitar Taskov, Izabel Antova, Ivan Koychev, Svetla Boytcheva:
SynthMedic: Utilizing large language models for synthetic discharge summary generation, correction and validation. 104906 - Wei Du, Liang Gao, Xianhua Xu, Yuhua Yao, Zhong Li:
PCGMMF: a prediction method for breast cancer prognostic recurrence and metastasis risk based on enhanced multimodal feature fusion. 104907 - Steven J. Atlas, Timothy E. Burdick, Adam Wright, Wenyan Zhao, Shoshana Hort, David G. Aman, Mathan Thillaiyapillai, E. John Orav, Amy J. Wint, Rebecca E. Smith, Katherine L. Gallagher, Molly L. Housman, Frank Y. Chang, Courtney J. Diamond, Li Zhou, Jennifer S. Haas, Anna N. A. Tosteson:
Comparing clinical decision support systems for improving follow-up of abnormal cervical cancer screening test results. 104908 - Matthias Hüser, John E. Doole, Vinicius Pinho, Hossein Rouhizadeh, Douglas Teodoro, Ahson Saiyed, Matvey B. Palchuk:
A machine learning approach for automating review of a RxNorm medication mapping pipeline output. 104909 - Hong-ming Hou, Jing Zhang, Meirun Zhang, Xiucai Ye:
BiFDR: Brain-Inspired Federated Diffusion Transformer with Reinforcement for privacy-preserving molecular generation. 104910 - Jiaxu Zheng, Janak Lal Pathak, Shangyan Li, Anqi Li, Jiechun Fang, Zonghua Li, Zhisheng Bi, Yin Xiao, Qing Zhang:
An optimized code-free AI approach for efficient and accurate literature screening in bone organoid research. 104911 - Yumian Yu, Guoheng Huang, Zhe Tan, Jiahui Shi, Ming Li, Chi-Man Pun, Fuchen Zheng, Shiqiang Ma, Shuqiang Wang, Long He:
MPCM-RRG: Multi-modal Prompt Collaboration Mechanism for Radiology Report Generation. 104912 - Yiqing Luo, Lin Liu, Yaxin Fu, Yi Deng, Lin Tang:
Prediction of Single-Cell perturbation response based on Direction-Constrained diffusion Schrödinger Bridge. 104915 - Pengfei Yin, Abel Armas-Cervantes, Daniel Capurro:
Measuring and visualizing healthcare process variability. 104918

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