Fine-tuning a large multimodal neural network with clinical and dermoscopic images for accurate detection and histopathological subtype prediction of basal cell carcinoma in long-tailed distributions
Saved in:
| Main Authors: | , , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Wolters Kluwer
2025-05-01
|
| Series: | Chinese Medical Journal |
| Online Access: | http://journals.lww.com/10.1097/CM9.0000000000003498 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1850132065609056256 |
|---|---|
| author | Yukun Wang Xingkuo Zhang Hongjun Wu Li Xiao Jie Liu Lishao Guo |
| author_facet | Yukun Wang Xingkuo Zhang Hongjun Wu Li Xiao Jie Liu Lishao Guo |
| author_sort | Yukun Wang |
| collection | DOAJ |
| format | Article |
| id | doaj-art-074ec1fd9fd5466bb13a0ca3d9cce90e |
| institution | OA Journals |
| issn | 0366-6999 2542-5641 |
| language | English |
| publishDate | 2025-05-01 |
| publisher | Wolters Kluwer |
| record_format | Article |
| series | Chinese Medical Journal |
| spelling | doaj-art-074ec1fd9fd5466bb13a0ca3d9cce90e2025-08-20T02:32:18ZengWolters KluwerChinese Medical Journal0366-69992542-56412025-05-01138101251125310.1097/CM9.0000000000003498202505200-00016Fine-tuning a large multimodal neural network with clinical and dermoscopic images for accurate detection and histopathological subtype prediction of basal cell carcinoma in long-tailed distributionsYukun Wang0Xingkuo Zhang1Hongjun Wu2Li Xiao3Jie Liu4Lishao Guo1 Department of Dermatology, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, National Clinical Research Center for Dermatologic and Immunologic Diseases, Beijing 100730, China2 School of Artificial Intelligence, Beijing University of Posts and Telecommunications, Beijing 100876, China2 School of Artificial Intelligence, Beijing University of Posts and Telecommunications, Beijing 100876, China2 School of Artificial Intelligence, Beijing University of Posts and Telecommunications, Beijing 100876, China1 Department of Dermatology, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, National Clinical Research Center for Dermatologic and Immunologic Diseases, Beijing 100730, Chinahttp://journals.lww.com/10.1097/CM9.0000000000003498 |
| spellingShingle | Yukun Wang Xingkuo Zhang Hongjun Wu Li Xiao Jie Liu Lishao Guo Fine-tuning a large multimodal neural network with clinical and dermoscopic images for accurate detection and histopathological subtype prediction of basal cell carcinoma in long-tailed distributions Chinese Medical Journal |
| title | Fine-tuning a large multimodal neural network with clinical and dermoscopic images for accurate detection and histopathological subtype prediction of basal cell carcinoma in long-tailed distributions |
| title_full | Fine-tuning a large multimodal neural network with clinical and dermoscopic images for accurate detection and histopathological subtype prediction of basal cell carcinoma in long-tailed distributions |
| title_fullStr | Fine-tuning a large multimodal neural network with clinical and dermoscopic images for accurate detection and histopathological subtype prediction of basal cell carcinoma in long-tailed distributions |
| title_full_unstemmed | Fine-tuning a large multimodal neural network with clinical and dermoscopic images for accurate detection and histopathological subtype prediction of basal cell carcinoma in long-tailed distributions |
| title_short | Fine-tuning a large multimodal neural network with clinical and dermoscopic images for accurate detection and histopathological subtype prediction of basal cell carcinoma in long-tailed distributions |
| title_sort | fine tuning a large multimodal neural network with clinical and dermoscopic images for accurate detection and histopathological subtype prediction of basal cell carcinoma in long tailed distributions |
| url | http://journals.lww.com/10.1097/CM9.0000000000003498 |
| work_keys_str_mv | AT yukunwang finetuningalargemultimodalneuralnetworkwithclinicalanddermoscopicimagesforaccuratedetectionandhistopathologicalsubtypepredictionofbasalcellcarcinomainlongtaileddistributions AT xingkuozhang finetuningalargemultimodalneuralnetworkwithclinicalanddermoscopicimagesforaccuratedetectionandhistopathologicalsubtypepredictionofbasalcellcarcinomainlongtaileddistributions AT hongjunwu finetuningalargemultimodalneuralnetworkwithclinicalanddermoscopicimagesforaccuratedetectionandhistopathologicalsubtypepredictionofbasalcellcarcinomainlongtaileddistributions AT lixiao finetuningalargemultimodalneuralnetworkwithclinicalanddermoscopicimagesforaccuratedetectionandhistopathologicalsubtypepredictionofbasalcellcarcinomainlongtaileddistributions AT jieliu finetuningalargemultimodalneuralnetworkwithclinicalanddermoscopicimagesforaccuratedetectionandhistopathologicalsubtypepredictionofbasalcellcarcinomainlongtaileddistributions AT lishaoguo finetuningalargemultimodalneuralnetworkwithclinicalanddermoscopicimagesforaccuratedetectionandhistopathologicalsubtypepredictionofbasalcellcarcinomainlongtaileddistributions |