Fingerprint
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
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 2 Finished
-
A Family-Based Framework Of Quality Assurance For Biomedical Ontologies
Perl, Y. (PI)
3/4/15 → 2/28/19
Project: Research project
-
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
-
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 -
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 Access4 Link opens in a new tab Scopus citations -
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).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
6 Link opens in a new tab Scopus citations -
Using clinical entity recognition for curating an interface terminology to aid fast skimming of EHRs
Kollapally, N. M., Dehkordi, M. K. H., Perl, Y., Geller, J., Deek, F. P., Liu, H., Keloth, V. K., Elhanan, G., Einstein, A. J. & Zhou, S., 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. 6427-6434 8 p. (Proceedings - 2024 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
4 Link opens in a new tab Scopus citations -
Using Generative Large Language Models for Hierarchical Relationship Prediction in Medical Ontologies
Liu, H., Zhou, S., Chen, Z., Perl, Y. & Wang, J., 2024, Proceedings - 2024 IEEE 12th International Conference on Healthcare Informatics, ICHI 2024. Institute of Electrical and Electronics Engineers Inc., p. 248-256 9 p. (Proceedings - 2024 IEEE 12th International Conference on Healthcare Informatics, ICHI 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Link opens in a new tab Scopus citations
Press/Media
-
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
-
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
-
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
-
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