Tai-Kuang Chao

13 papers Journal 12Unranked 1
YearRankTypeTitle / 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