Tai-Kuang Chao

13 papers Journal 12Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Deep learning for malignancy and tumor origin prediction using cytology or histopathology whole slide images. npj Digit. Medicine Ching-Wei Wang, Tzu-Chiao Chu, Tzu-Kang Wu, Yu-Pang Chung, Sin-Si Lin, Tai-Kuang Chao
2025	J	`jnl`	ATEC23 Challenge: Automated prediction of treatment effectiveness in ovarian cancer using histopathological images. Medical Image Anal. Ching-Wei Wang, Nabila Puspita Firdi, Tzu-Chiao Chu, Mohammad Faiz Iqbal Faiz, Mohammad Zafar Iqbal, Yifan Li, Bo Yang, Mayur Mallya, Ali Bashashati, Fei Li, Haipeng Wang, Mengkang Lu, Yong Xia, Tai-Kuang Chao
2025	J	`jnl`	Automated Quantification of HER2 Amplification Levels Using Deep Learning. IEEE J. Biomed. Health Informatics Ching-Wei Wang, Kai-Lin Chu, Ting-Sheng Su, Keng-Wei Liu, Yi-Jia Lin, Tai-Kuang Chao
2025	J	`jnl`	Deep learning to identify aggressive endometrial cancer and predict tumor mutational burden from histopathology slide. Biomed. Signal Process. Control. Ching-Wei Wang, Po-Jen Lai, Hikam Muzakky, Tzu-Chiao Chu, Yu-Chi Wang, Mu-Hsien Yu, Chia-Hua Wu, Tai-Kuang Chao
2025	J	`jnl`	Ensemble transformer-based multiple instance learning to predict pathological subtypes and tumor mutational burden from histopathological whole slide images of endometrial and colorectal cancer. Medical Image Anal. Ching-Wei Wang, Tzu-Chien Liu, Po-Jen Lai, Hikam Muzakky, Yu-Chi Wang, Mu-Hsien Yu, Chia-Hua Wu, Tai-Kuang Chao
2025	J	`jnl`	Interpretable multi-scale deep learning to detect malignancy in cell blocks and cytological smears of pleural effusion and identify aggressive endometrial cancer. Medical Image Anal. Ching-Wei Wang, Hikam Muzakky, Yu-Pang Chung, Po-Jen Lai, Tai-Kuang Chao
2025	J	`jnl`	Interpretable multi-stage attention network to predict cancer subtype, microsatellite instability, TP53 mutation and TMB of endometrial and colorectal cancer. Comput. Medical Imaging Graph. Ching-Wei Wang, Hikam Muzakky, Yu-Ching Lee, Yu-Pang Chung, Yu-Chi Wang, Mu-Hsien Yu, Chia-Hua Wu, Tai-Kuang Chao
2025	—	`conf`	Transformer Deep Learning to Detect Microsatellite Instability Using Histopathological Slides to Guide Colorectal and Endometrial Cancer Immunotherapy. ACPR (1) Ching-Wei Wang, Tai-Kuang Chao
2024	J	`jnl`	Deep learning to assess microsatellite instability directly from histopathological whole slide images in endometrial cancer. npj Digit. Medicine Ching-Wei Wang, Hikam Muzakky, Nabila Puspita Firdi, Tzu-Chien Liu, Po-Jen Lai, Yu-Chi Wang, Mu-Hsien Yu, Tai-Kuang Chao
2023	J	`jnl`	Detection of ERBB2 and CEN17 signals in fluorescent in situ hybridization and dual in situ hybridization for guiding breast cancer HER2 target therapy. Artif. Intell. Medicine Ching-Wei Wang, Muhammad Adil Khalil, Yi-Jia Lin, Yu-Ching Lee, Tai-Kuang Chao
2023	J	`jnl`	Interpretable attention-based deep learning ensemble for personalized ovarian cancer treatment without manual annotations. Comput. Medical Imaging Graph. Ching-Wei Wang, Yu-Ching Lee, Yi-Jia Lin, Chun-Chieh Chang, Aung-Kyaw-Oo Sai, Chih-Hung Wang, Tai-Kuang Chao
2023	J	`jnl`	Weakly supervised bilayer convolutional network in segmentation of HER2 related cells to guide HER2 targeted therapies. Comput. Medical Imaging Graph. Ching-Wei Wang, Kun-Lin Lin, Hikam Muzakky, Yi-Jia Lin, Tai-Kuang Chao
2022	J	`jnl`	Weakly supervised deep learning for prediction of treatment effectiveness on ovarian cancer from histopathology images. Comput. Medical Imaging Graph. Ching-Wei Wang, Cheng-Chang Chang, Yu-Ching Lee, Yi-Jia Lin, Shih-Chang Lo, Po-Chao Hsu, Yi-An Liou, Chih-Hung Wang, Tai-Kuang Chao