{"doi":"10.1117/12.3046823","title":"GLAM: glomeruli segmentation for human pathological lesions using adapted mouse model","abstract":"\" To answer this question, we introduced GLAM, a deep learning study for fine-grained segmentation of human kidney lesions using a mouse model, addressing mouse-to-human transfer learning, by evaluating different learning strategies for segmenting human pathological lesions using zero-shot transfer learning and hybrid learning by leveraging mouse samples. From the results, the hybrid learning model achieved superior performance.","journal":"PubMed","year":2025,"id":562108,"datarank":0.0,"base_score":0.0,"endowment":0.0,"self_citation_contribution":0.0,"citation_network_contribution":0.0,"self_endowment_contribution":0.0,"citer_contribution":0.0,"corpus_percentile":null,"corpus_rank":null,"citation_count":0,"citer_count":0,"citers_with_citation_signal":0,"citers_with_endowment":0,"datacite_reuse_total":0,"is_dataset":false,"is_dataset_confidence":0.9542,"is_data_producer":false,"deposit_databanks":null,"is_oa":true,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":"2025-01-01","fair_score":null,"fair_percentile":null,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":1326492,"name":"Mengmeng Yin","orcid":null,"position":1,"is_corresponding":false},{"id":643160,"name":"Ruining Deng","orcid":"0000-0001-6300-8518","position":2,"is_corresponding":false},{"id":978914,"name":"Quan Liu","orcid":"0000-0002-6730-539X","position":3,"is_corresponding":false},{"id":978911,"name":"Tianyuan Yao","orcid":"0000-0002-1848-079X","position":4,"is_corresponding":false},{"id":333857,"name":"Can Cui","orcid":"0000-0002-1783-623X","position":5,"is_corresponding":false},{"id":1353178,"name":"Yitian Long","orcid":null,"position":6,"is_corresponding":false},{"id":1325969,"name":"Yu Wang","orcid":"0000-0002-2429-7027","position":7,"is_corresponding":false},{"id":1202417,"name":"Yaohong Wang","orcid":"0000-0001-5964-0465","position":8,"is_corresponding":false},{"id":298186,"name":"Shilin Zhao","orcid":"0000-0002-3921-3965","position":9,"is_corresponding":false},{"id":340022,"name":"Haichun Yang","orcid":"0000-0003-4265-7492","position":10,"is_corresponding":false},{"id":291228,"name":"Yuankai Huo","orcid":"0000-0002-2096-8065","position":11,"is_corresponding":false},{"id":1326491,"name":"Lining Yu","orcid":null,"position":0,"is_corresponding":true}],"reference_count":23,"raw_metadata":null,"created_at":"2026-07-19T02:56:05.550545Z","pmid":"41323934","pmcid":null,"fwci":null,"citation_percentile":null,"influential_citations":0,"oa_status":null,"license":null,"views":0,"total_file_size_bytes":0,"version_count":0,"fair_f":null,"fair_a":null,"fair_i":null,"fair_r":null,"fair_zscore":null,"fair_rationale":null,"fair_model":null,"fair_agent_version":null,"fair_fulltext_source":null,"fair_has_llm":null,"fair_computed_at":null,"clinical_trials":[],"software_tools":[],"db_accessions":[],"linked_datasets":[],"topics":[]}