Search Results for author: Pratik Mukherjee

Found 3 papers, 1 papers with code

Generative AI for Rapid Diffusion MRI with Improved Image Quality, Reliability and Generalizability

1 code implementation10 Mar 2023 Amir Sadikov, Xinlei Pan, Hannah Choi, Lanya T. Cai, Pratik Mukherjee

Swin UNeTR enables rapid diffusion MRI with unprecedented accuracy and reliability, especially for probing biological tissues for scientific and clinical applications.

Denoising Super-Resolution

Cost-Sensitive Active Learning for Intracranial Hemorrhage Detection

no code implementations8 Sep 2018 Wei-cheng Kuo, Christian Häne, Esther Yuh, Pratik Mukherjee, Jitendra Malik

Deep learning for clinical applications is subject to stringent performance requirements, which raises a need for large labeled datasets.

Active Learning Computed Tomography (CT)

PatchFCN for Intracranial Hemorrhage Detection

no code implementations8 Jun 2018 Wei-cheng Kuo, Christian Häne, Esther Yuh, Pratik Mukherjee, Jitendra Malik

This paper studies the problem of detecting and segmenting acute intracranial hemorrhage on head computed tomography (CT) scans.

Computed Tomography (CT) object-detection +3

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