ArticleLife (Basel, Switzerland)2026
Explainable AI for Image-Based Auxiliary Assessment of Radiation Pneumonitis on Post-Treatment CT Images Using GAN Grad-CAM and Ensemble Learning Techniques.
Tsair-Fwu Lee, Guang-Zhi Lin, Wen-Ping Yun, Yi-Lun Liao, Liyun Chang, Chao-Hong Liu, Cheng-Shie Wuu, Yu-Chang Hu, Yu-Wei Lin, Pei-Ju Chao and 1 more
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In one paragraphArticle in Life (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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5 · Who and what moneyAuthors and funding
11 authors.
Tsair-Fwu LeeMedical Physics and Informatics Laboratory of Electronic Engineering, National Kaohsiung University of Science and Technology, Kaohsiung 80778, Taiwan.ORCID 0000-0002-3112-3594 Guang-Zhi LinMedical Physics and Informatics Laboratory of Electronic Engineering, National Kaohsiung University of Science and Technology, Kaohsiung 80778, Taiwan.
Wen-Ping YunMedical Physics and Informatics Laboratory of Electronic Engineering, National Kaohsiung University of Science and Technology, Kaohsiung 80778, Taiwan.
Yi-Lun LiaoMedical Physics and Informatics Laboratory of Electronic Engineering, National Kaohsiung University of Science and Technology, Kaohsiung 80778, Taiwan.
Liyun ChangDepartment of Medical Imaging and Radiological Sciences, I-Shou University, Kaohsiung 82445, Taiwan.ORCID 0000-0001-6712-2350 Cheng-Shie WuuDepartment of Radiation Oncology, Columbia University, New York, NY 10032, USA.
Yu-Chang HuDepartment of Radiation Oncology, Kaohsiung Veterans General Hospital, Kaohsiung 813414, Taiwan.
Yu-Wei LinDepartment of Radiation Oncology, Kaohsiung Veterans General Hospital, Kaohsiung 813414, Taiwan.ORCID 0000-0002-1768-8994 Pei-Ju ChaoMedical Physics and Informatics Laboratory of Electronic Engineering, National Kaohsiung University of Science and Technology, Kaohsiung 80778, Taiwan.
Yang-Wei HsiehMedical Physics and Informatics Laboratory of Electronic Engineering, National Kaohsiung University of Science and Technology, Kaohsiung 80778, Taiwan.ORCID 0000-0002-1374-0775 Funding
National Science and Technology Council 113-2221-E-992-011-MY2, and 114-2637-8-992-002
6 · The paper itselfAbstract
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Indexed as
ensemble learningexplainable artificial intelligence (explainable AI)generative adversarial network (GAN)Grad-CAMradiation pneumonitis
Identifiers
PMID42652957
PMCPMC13514787
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