A deep learning-clinical combined model with SHapley Additive exPlanations (SHAP) method for assessing the tumor spread through air spaces in lung adenocarcinoma: a multicohort retrospective study.
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| Title: | A deep learning-clinical combined model with SHapley Additive exPlanations (SHAP) method for assessing the tumor spread through air spaces in lung adenocarcinoma: a multicohort retrospective study. |
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| Authors: | Zhang R; Department of Radiology, The Eighth Affiliated Hospital of Southern Medical University (The First People's Hospital of Shunde), Foshan, China., Sun JS; Department of Radiology, Lecong Hospital of Shunde, Foshan, China., Liu ZW; Department of Radiology, The Eighth Affiliated Hospital of Southern Medical University (The First People's Hospital of Shunde), Foshan, China., Lin YY; Department of Radiology, The Eighth Affiliated Hospital of Southern Medical University (The First People's Hospital of Shunde), Foshan, China., Cai XY; Department of Science and Education, The Eighth Affiliated Hospital of Southern Medical University (The First People's Hospital of Shunde), Foshan, China., Kang LJ; Department of Radiology, The Eighth Affiliated Hospital of Southern Medical University (The First People's Hospital of Shunde), Foshan, China., Guo BL; Department of Radiology, The Eighth Affiliated Hospital of Southern Medical University (The First People's Hospital of Shunde), Foshan, China., Song YX; School of Medicine, South China University of Technology, Guangzhou, China., Bao CZ; Department of Radiology, The Eighth Affiliated Hospital of Southern Medical University (The First People's Hospital of Shunde), Foshan, China., Chen K; Department of Radiology, The Third Xiangya Hospital of Central South University, Changsha, China., Sun Y; Department of Radiology, Chenzhou First People's Hospital, Chenzhou, China., Chen YF; Department of Radiology, The Eighth Affiliated Hospital of Southern Medical University (The First People's Hospital of Shunde), Foshan, China., Cai ZP; Department of Radiology, The Eighth Affiliated Hospital of Southern Medical University (The First People's Hospital of Shunde), Foshan, China., Xie H; Department of Radiology, Lecong Hospital of Shunde, Foshan, China., Chen HX; Department of Radiology, The Eighth Affiliated Hospital of Southern Medical University (The First People's Hospital of Shunde), Foshan, China., Yang SM; Department of Radiology, Xingtan Hospital Affiliated to Shunde Hospital of Southern Medical University, Foshan, China., Hu QG; Department of Radiology, The Eighth Affiliated Hospital of Southern Medical University (The First People's Hospital of Shunde), Foshan, China. |
| Source: | Quantitative imaging in medicine and surgery [Quant Imaging Med Surg] 2025 Oct 01; Vol. 15 (10), pp. 8833-8849. Date of Electronic Publication: 2025 Sep 11. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: AME Pub Country of Publication: China NLM ID: 101577942 Publication Model: Print-Electronic Cited Medium: Print ISSN: 2223-4292 (Print) Linking ISSN: 22234306 NLM ISO Abbreviation: Quant Imaging Med Surg Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
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