Search Results for author: Tianyi Ren

Found 2 papers, 2 papers with code

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

1 code implementation12 Feb 2024 Tianyi Ren, Abhishek Sharma, Juampablo Heras Rivera, Harshitha Rebala, Ethan Honey, Agamdeep Chopra, Jacob Ruzevick, Mehmet Kurt

Identification of tumor margins is essential for surgical decision-making for glioblastoma patients and provides reliable assistance for neurosurgeons.

Decision Making Denoising +2

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

1 code implementation10 Feb 2024 Tianyi Ren, Ethan Honey, Harshitha Rebala, Abhishek Sharma, Agamdeep Chopra, Mehmet Kurt

Tumor segmentation from multi-modal brain MRI images is a challenging task due to the limited samples, high variance in shapes and uneven distribution of tumor morphology.

Brain Tumor Segmentation Image Segmentation +3

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