Projects per year
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Dive into the research topics where Yehoshua Perl is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Projects
- 2 Finished
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A Family-Based Framework Of Quality Assurance For Biomedical Ontologies
Perl, Y. (PI)
3/4/15 → 2/28/19
New Jersey Institute of Technology
Project: Research
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Taxonomies Supporting Orientation, Navigation and Auditing of Terminologies
Perl, Y. (PI)
U.S. National Library of Medicine
9/1/07 → 8/31/11
New Jersey Institute of Technology
Project: Research
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Fine-Tuning LLaMA2 for Summarizing Discharge Notes: Evaluating the Role of Highlighted Information
Koohi Habibi Dehkordi, M., Perl, Y., Deek, F. P. & Liu, H., Jan 2026, In: Big Data and Cognitive Computing. 10, 1, 4.Research output: Contribution to journal › Article › peer-review
Open Access -
Enhancing Patient Comprehension of Discharge Notes with a Retrieval-Augmented LLM Approach
Dehkordi, M. K. H., Lu, J., Perl, Y. & Deek, F. P., 2025, Proceedings - 2025 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2025. Liu, J., Huang, J., Wang, X., Zhang, F., Zou, X., Tian, T., Hu, X., Hu, B. & Xiong, Y. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 6966-6973 8 p. (Proceedings - 2025 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2025).New Jersey Institute of Technology
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Improving Large Language Models’ Summarization Accuracy by Adding Highlights to Discharge Notes: Comparative Evaluation
Koohi Habibi Dehkordi, M., Perl, Y., Deek, F. P., He, Z., Keloth, V. K., Liu, H., Elhanan, G. & Einstein, A. J., 2025, In: JMIR Medical Informatics. 13, e66476.New Jersey Institute of Technology
Research output: Contribution to journal › Article › peer-review
Open Access -
Optimizing Manual Review Using Machine Learning in Interface Terminology Curation for Automatic EHR Highlighting
Dehkordi, M. K. H., Perl, Y. & Deek, F. P., 2025, Proceedings - 2025 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2025. Liu, J., Huang, J., Wang, X., Zhang, F., Zou, X., Tian, T., Hu, X., Hu, B. & Xiong, Y. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 6974-6980 7 p. (Proceedings - 2025 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2025).New Jersey Institute of Technology
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Enhancing patient Comprehension: An effective sequential prompting approach to simplifying EHRs using LLMs
Dehkordi, M. K. H., Zhou, S., Perl, Y., Deek, F. P., Einstein, A. J., Elhanan, G., He, Z. & Liu, H., 2024, Proceedings - 2024 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2024. Cannataro, M., Zheng, H., Gao, L., Cheng, J., de Miranda, J. L., Zumpano, E., Hu, X., Cho, Y.-R. & Park, T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 6370-6377 8 p. (Proceedings - 2024 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2024).New Jersey Institute of Technology
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution