Ziyu Su

22 papers Journal 19Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
H&E to Oncotype DX: Predicting recurrence risk in HR+/HER2- breast cancer.
Expert Syst. Appl.
Onur Can Koyun, Yongxin Guo, Ziyu Su, Hao Lu, Mostafa Rezapour, Robert Wesolowski, Gary Tozbikian, M. Khalid Khan Niazi, Metin N. Gurcan
2026 J jnl
HistoMet: A Pan-Cancer Deep Learning Framework for Prognostic Prediction of Metastatic Progression and Site Tropism from Primary Tumor Histopathology.
CoRR
Yixin Chen, Ziyu Su, Lingbin Meng, Elshad Hasanov, Wei Chen, Anil Parwani, M. Khalid Khan Niazi
2026 J jnl
RANGER: Sparsely-Gated Mixture-of-Experts with Adaptive Retrieval Re-ranking for Pathology Report Generation.
CoRR
Yixin Chen, Ziyu Su, Hikmat Khan, Muhammad Khalid Khan Niazi
2025 J jnl
BPMambaMIL: A bio-inspired prototype-guided multiple instance learning for oncotype DX risk assessment in histopathology.
Comput. Methods Programs Biomed.
Yongxin Guo, Ziyu Su, Onur Can Koyun, Hao Lu, Robert Wesolowski, Gary Tozbikian, M. Khalid Khan Niazi, Metin N. Gurcan
2025 J jnl
CellEcoNet: Decoding the Cellular Language of Pathology with Deep Learning for Invasive Lung Adenocarcinoma Recurrence Prediction.
CoRR
Abdul Rehman Akbar, Usama Sajjad, Ziyu Su, Wencheng Li, Fei Xing, Jimmy Ruiz, Wei Chen, Muhammad Khalid Khan Niazi
2025 J jnl
Corrigendum to "Detection and analysis of cerebral aneurysms based on X-ray rotational angiography - the CADA 2020 challenge" [Medical Image Analysis, April 2022, Volume 77, 102333].
Medical Image Anal.
Matthias Ivantsits, Leonid Goubergrits, Jan-Martin Kuhnigk, Markus Hüllebrand, Jan Brüning, Tabea Kossen, Boris Pfahringer, Jens Schaller, Andreas Spuler, Titus Kühne, Yizhuan Jia, Xuesong Li, Suprosanna Shit, Bjoern H. Menze, Ziyu Su, Jun Ma, Ziwei Nie, Kartik Jain, Yanfei Liu, Yi Lin, Anja Hennemuth
2025 J jnl
HistoChat: Instruction-tuning multimodal vision language assistant for colorectal histopathology on limited data.
Patterns
Usman Afzaal, Ziyu Su, Usama Sajjad, Thomas Stack, Hao Lu, Shuo Niu, Abdul Rehman Akbar, Metin Nafi Gürcan, Muhammad Khalid Khan Niazi
2025 J jnl
Hyperparameter Optimization and Reproducibility in Deep Learning Model Training.
CoRR
Usman Afzaal, Ziyu Su, Usama Sajjad, Hao Lu, Mostafa Rezapour, Metin Nafi Gürcan, Muhammad Khalid Khan Niazi
2025 J jnl
Morphology-Aware Prognostic model for Five-Year Survival Prediction in Colorectal Cancer from H&E Whole Slide Images.
CoRR
Usama Sajjad, Abdul Rehman Akbar, Ziyu Su, Deborah Knight, Wendy L. Frankel, Metin N. Gurcan, Wei Chen, Muhammad Khalid Khan Niazi
2025 J jnl
Predicting Neo-Adjuvant Chemotherapy Response in Triple-Negative Breast Cancer Using Pre-Treatment Histopathologic Images.
CoRR
Hikmat Khan, Ziyu Su, Huina Zhang, Yihong Wang, Bohan Ning, Shi Wei, Hua Guo, Zaibo Li, Muhammad Khalid Khan Niazi
2025 J jnl
Progressive Translation of H&E to IHC with Enhanced Structural Fidelity.
CoRR
Yuhang Kang, Ziyu Su, Tianyang Wang, Zaibo Li, Wei Chen, Muhammad Khalid Khan Niazi
2025 J jnl
Streamline pathology foundation model by cross-magnification distillation.
CoRR
Ziyu Su, Abdul Rehman Akbar, Usama Sajjad, Anil V. Parwani, Muhammad Khalid Khan Niazi
2024 J jnl
Computational Pathology for Accurate Prediction of Breast Cancer Recurrence: Development and Validation of a Deep Learning-based Tool.
CoRR
Ziyu Su, Yongxin Guo, Robert Wesolowski, Gary Tozbikian, Nathaniel S. O'Connell, M. Khalid Khan Niazi, Metin N. Gurcan
2024 J jnl
Cross-Attention-Based Saliency Inference for Predicting Cancer Metastasis on Whole Slide Images.
IEEE J. Biomed. Health Informatics
Ziyu Su, Mostafa Rezapour, Usama Sajjad, Shuo Niu, Metin Nafi Gürcan, Muhammad Khalid Khan Niazi
2023 J jnl
Attention2Minority: A salient instance inference-based multiple instance learning for classifying small lesions in whole slide images.
Comput. Biol. Medicine
Ziyu Su, Mostafa Rezapour, Usama Sajjad, Metin Nafi Gürcan, Muhammad Khalid Khan Niazi
2023 J jnl
Attention2Minority: A salient instance inference-based multiple instance learning for classifying small lesions in whole slide images.
CoRR
Ziyu Su, Mostafa Rezapour, Usama Sajjad, Metin Nafi Gürcan, Muhammad Khalid Khan Niazi
2023 J jnl
Cross-attention-based saliency inference for predicting cancer metastasis on whole slide images.
CoRR
Ziyu Su, Mostafa Rezapour, Usama Sajjad, Shuo Niu, Metin Nafi Gürcan, Muhammad Khalid Khan Niazi
2023 — conf
Predicting obstructive sleep apnea severity from craniofacial images using ensemble machine learning models.
Computer-Aided Diagnosis
Ziyu Su, Sandhya Kumar, Thomas E. Tavolara, Metin N. Gurcan, Scott Segal, M. Khalid Khan Niazi
2022 J jnl
Attention2majority: Weak multiple instance learning for regenerative kidney grading on whole slide images.
Medical Image Anal.
Ziyu Su, Thomas E. Tavolara, Gabriel Carreno-Galeano, Sang Jin Lee, Metin N. Gurcan, M. Khalid Khan Niazi
2022 J jnl
Detection and analysis of cerebral aneurysms based on X-ray rotational angiography - the CADA 2020 challenge.
Medical Image Anal.
Matthias Ivantsits, Leonid Goubergrits, Jan-Martin Kuhnigk, Markus Hüllebrand, Jan Brüning, Tabea Kossen, Boris Pfahringer, Jens Schaller, Andreas Spuler, Titus Kühne, Yizhuan Jia, Xuesong Li, Suprosanna Shit, Bjoern H. Menze, Ziyu Su, Jun Ma, Ziwei Nie, Kartik Jain, Yanfei Liu, Yi Lin, Anja Hennemuth
2020 — conf
3D Attention U-Net with Pretraining: A Solution to CADA-Aneurysm Segmentation Challenge.
CADA@MICCAI
Ziyu Su, Yizhuan Jia, Weibin Liao, Yi Lv, Jiaqi Dou, Zhongwei Sun, Xuesong Li
2020 — conf
Detect and Identify Aneurysms Based on Adjusted 3D Attention UNet.
CADA@MICCAI
Yizhuan Jia, Weibin Liao, Yi Lv, Ziyu Su, Jiaqi Dou, Zhongwei Sun, Xuesong Li