PhenoDP: leveraging deep learning for phenotype-based case reporting, disease ranking, and symptom recommendation
PhenoDP enhances Mendelian disease diagnosis through deep learning, offering precise summarization, ranking, and symptom recommendation. Its superior performance and open-source design make it a valuable clinical tool, with potential to accelerate diagnosis and improve patient outcomes. PhenoDP is freely available at https://github.com/TianLab-Bioinfo/PhenoDP .
Authors
- Yanan Dang (ORCID: https://orcid.org/0000-0002-0283-2797)
- Baole Wen
- Sheng Shi (ORCID: https://orcid.org/0000-0001-9047-4709)
- Weidong Tian (ORCID: https://orcid.org/0000-0003-0175-1132)
- Long Yi (ORCID: https://orcid.org/0000-0001-9641-7131)
Institutions
- Nankai University (CN)
- Fudan University (CN)
Publication Details
- Journal
- Genome Medicine
- Published
- 2025-06-06
- DOI
- https://doi.org/10.1186/s13073-025-01496-8
- Citations
- 6
- Primary Topic
- Biomedical Text Mining and Ontologies
- Type
- article
- Field-Weighted Citation Impact
- 4.84
Funders
- National Natural Science Foundation of China