Tianyi Ren

According to our database, Tianyi Ren authored at least 14 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

DisQ-HNet: A Disentangled Quantized Half-UNet for Interpretable Multimodal Image Synthesis Applications to Tau-PET Synthesis from T1 and FLAIR MRI.

Agamdeep Chopra, Caitlin M. Neher, Tianyi Ren, Juampablo Heras Rivera, Mehmet Kurt

CoRR, February, 2026

BTReport: A Framework for Brain Tumor Radiology Report Generation with Clinically Relevant Features.

Juampablo Heras Rivera, Dickson T. Chen, Tianyi Ren, Daniel Low, Asma Ben Abacha, Alberto Santamaria-Pang, Mehmet Kurt

CoRR, February, 2026

Bias Mitigation for Brain Age Prediction via Age Delta Correlation Loss.

Tianyi Ren, Juampablo Heras Rivera, Agamdeep Chopra, Mehmet Kurt

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

Clinical Interpretability of Deep Learning Segmentation Through Shapley-Derived Agreement and Uncertainty Metrics.

Tianyi Ren, Daniel Low, Pittra Jaengprajak, Juampablo Heras Rivera, Jacob Ruzevick, Mehmet Kurt

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

2025

Clinically-Informed Preprocessing Improves Stroke Segmentation in Low-Resource Settings.

Juampablo Heras Rivera, Hitender K. Oswal, Tianyi Ren, Yutong Pan, William Henry, Caitlin M. Neher, Mehmet Kurt

CoRR, August, 2025

How We Won the ISLES'24 Challenge by Preprocessing.

Tianyi Ren, Juampablo Heras Rivera, Hitender K. Oswal, Yutong Pan, William Henry, Sophie Walters, Mehmet Kurt

CoRR, May, 2025

Here Comes the Explanation: A Shapley Perspective on Multi-contrast Medical Image Segmentation.

Tianyi Ren, Juampablo Heras Rivera, Hitender K. Oswal, Yutong Pan, Agamdeep Chopra, Jacob Ruzevick, Mehmet Kurt

Proceedings of the Joint Proceedings of the xAI 2025 Late-breaking Work, 2025

Energy-Conscious Image Enhancement for Dimmed Displays: Balancing Visual Quality and Power Efficiency for Consumer Devices.

Alireza Rafiei Sardouei, Aakash Ramesh, Tianyi Ren, Hamid Reza Tohidypour, Panos Nasiopoulos

Proceedings of the IEEE International Conference on Consumer Electronics, 2025

2024

Day-to-Night Street View Image Generation for 24-Hour Urban Scene Auditing Using Generative AI.

Zhiyi Liu, Tingting Li, Tianyi Ren, Da Chen, Wenjing Li, Waishan Qiu

J. Imaging, May, 2024

An Ensemble Approach for Brain Tumor Segmentation and Synthesis.

Juampablo Heras Rivera, Agamdeep Chopra, Tianyi Ren, Hitender K. Oswal, Yutong Pan, Zineb Sordo, Sophie Walters, William Henry, Hooman Mohammadi, Riley Olson, Fargol Rezayaraghi, Tyson Lam, Akshay Jaikanth, Pavan Kancharla, Jacob Ruzevick, Daniela Ushizima, Mehmet Kurt

CoRR, 2024

Re-DiffiNet: Modeling discrepancies loss in tumor segmentation using diffusion models.

Tianyi Ren, Abhishek Sharma, Juampablo Heras Rivera, Harshitha Rebala, Ethan Honey, Agamdeep Chopra, Jacob Ruzevick, Mehmet Kurt

CoRR, 2024

Re-DiffiNet: Modeling discrepancy in tumor segmentation using diffusion models.

Tianyi Ren, Abhishek Sharma, Juampablo Heras Rivera, Lakshmi Harshitha Rebala, Ethan Honey, Agamdeep Chopra, Mehmet Kurt

Proceedings of the Medical Imaging with Deep Learning, 3-5 July 2024, Paris, France., 2024

SDN-Based Fault-Resilient Scheme for Wireless Industrial Internet of Things.

Qingwei Sun, Jinglong Zhang, Shanying Zhu, Dongdong Zhao, Tianyi Ren

Proceedings of the 22nd IEEE International Conference on Industrial Informatics, 2024

2023

An Optimization Framework for Processing and Transfer Learning for the Brain Tumor Segmentation.

Tianyi Ren, Ethan Honey, Harshitha Rebala, Abhishek Sharma, Agamdeep Chopra, Mehmet Kurt

Proceedings of the Brain Tumor Segmentation, and Cross-Modality Domain Adaptation for Medical Image Segmentation, 2023