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.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
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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
Project: Research project
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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
Project: Research project
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Evaluating the Impact of Highlighting and Multi-Step Prompting on Discharge Note Simplification Using In-Context Learning
Koohi Habibi Dehkordi, M., Chen, S., Zaidenberg, A., Elhanan, G., Deek, F. P. & Perl, Y., Jun 2026, In: Big Data and Cognitive Computing. 10, 6, 189.Research output: Contribution to journal › Article › peer-review
Open Access -
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 Access1 Link opens in a new tab Scopus citations -
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).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
3 Link opens in a new tab Scopus citations -
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.Research output: Contribution to journal › Article › peer-review
Open Access11 Link opens in a new tab Scopus citations -
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).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2 Link opens in a new tab Scopus citations
Press/Media
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Data on Big Data and Cognitive Computing Discussed by Researchers at New Jersey Institute of Technology (Fine-Tuning LLaMA2 for Summarizing Discharge Notes: Evaluating the Role of Highlighted Information)
2/10/26
1 item of Media coverage
Press/Media: Press / Media
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Association of incident dialysis modality with patient survival: a systematic review and meta-analysis
10/24/25
1 item of Media coverage
Press/Media: Press / Media
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New Jersey Institute of Technology Reports Findings in Electronic Medical Records (Improving Large Language Models' Summarization Accuracy by Adding Highlights to Discharge Notes: Comparative Evaluation)
8/5/25
1 item of Media coverage
Press/Media: Press / Media
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The Need for Speed: Edge AI with NVIDIA GPUs and SmartNICs Part 1
11/19/21
1 item of Media coverage
Press/Media: Press / Media