Juampablo Heras Rivera

12 papers Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
BTReport: A Framework for Brain Tumor Radiology Report Generation with Clinically Relevant Features.
CoRR
Juampablo Heras Rivera, Dickson T. Chen, Tianyi Ren, Daniel Low, Asma Ben Abacha, Alberto Santamaria-Pang, Mehmet Kurt
2026 J jnl
CoRe-BT: A Multimodal Radiology-Pathology-Text Benchmark for Robust Brain Tumor Typing.
CoRR
Juampablo Heras Rivera, Daniel Low, Xavier Xiong, Jacob Ruzevick, Daniel D. Child, Wen-Wai Yim, Mehmet Kurt, Asma Ben Abacha
2026 J jnl
DisQ-HNet: A Disentangled Quantized Half-UNet for Interpretable Multimodal Image Synthesis Applications to Tau-PET Synthesis from T1 and FLAIR MRI.
CoRR
Agamdeep Chopra, Caitlin M. Neher, Tianyi Ren, Juampablo Heras Rivera, Mehmet Kurt
2025 J jnl
Clinical Interpretability of Deep Learning Segmentation Through Shapley-Derived Agreement and Uncertainty Metrics.
CoRR
Tianyi Ren, Daniel Low, Pittra Jaengprajak, Juampablo Heras Rivera, Jacob Ruzevick, Mehmet Kurt
2025 J jnl
Clinically-Informed Preprocessing Improves Stroke Segmentation in Low-Resource Settings.
CoRR
Juampablo Heras Rivera, Hitender Oswal, Tianyi Ren, Yutong Pan, William Henry, Caitlin M. Neher, Mehmet Kurt
2025 — conf
Here Comes the Explanation: A Shapley Perspective on Multi-contrast Medical Image Segmentation.
xAI (Late-breaking Work, Demos, Doctoral Consortium)
Tianyi Ren, Juampablo Heras Rivera, Hitender Oswal, Yutong Pan, Agamdeep Chopra, Jacob Ruzevick, Mehmet Kurt
2025 J jnl
Here Comes the Explanation: A Shapley Perspective on Multi-contrast Medical Image Segmentation.
CoRR
Tianyi Ren, Juampablo Heras Rivera, Hitender Oswal, Yutong Pan, Agamdeep Chopra, Jacob Ruzevick, Mehmet Kurt
2025 J jnl
How We Won the ISLES'24 Challenge by Preprocessing.
CoRR
Tianyi Ren, Juampablo Heras Rivera, Hitender Oswal, Yutong Pan, William Henry, Sophie Walters, Mehmet Kurt
2025 J jnl
Real-time nonlinear inversion of magnetic resonance elastography with operator learning.
CoRR
Juampablo Heras Rivera, Caitlin M. Neher, Mehmet Kurt
2024 J jnl
An Ensemble Approach for Brain Tumor Segmentation and Synthesis.
CoRR
Juampablo Heras Rivera, Agamdeep Chopra, Tianyi Ren, Hitender 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
2024 J jnl
Re-DiffiNet: Modeling discrepancies loss in tumor segmentation using diffusion models.
CoRR
Tianyi Ren, Abhishek Sharma, Juampablo Heras Rivera, Harshitha Rebala, Ethan Honey, Agamdeep Chopra, Jacob Ruzevick, Mehmet Kurt
2024 — conf
Re-DiffiNet: Modeling discrepancy in tumor segmentation using diffusion models.
MIDL
Tianyi Ren, Abhishek Sharma, Juampablo Heras Rivera, Lakshmi Harshitha Rebala, Ethan Honey, Agamdeep Chopra, Mehmet Kurt