Search Results for author: Viksit Kumar

Found 5 papers, 0 papers with code

Efficient Aberration Correction via Optimal Bulk Speed of Sound Compensation

no code implementations3 Mar 2023 Scott Schoen Jr, Viksit Kumar, Yuyang Gu, Sunethra Dayavansha, Rimon Tadross, Mike Washburn, Kai Thomenius, Anthony E. Samir

Diagnostic ultrasound is a versatile and practical tool in the abdomen, and is particularly vital toward the detection and mitigation of early-stage non-alcoholic fatty liver disease (NAFLD).

Network-Agnostic Knowledge Transfer for Medical Image Segmentation

no code implementations23 Jan 2021 Shuhang Wang, Vivek Kumar Singh, Alex Benjamin, Mercy Asiedu, Elham Yousef Kalafi, Eugene Cheah, Viksit Kumar, Anthony Samir

The salient features of our algorithm include: 1)no need for original training data or generative networks, 2) knowledge transfer between different architectures, 3) ease of implementation for downstream tasks by using the downstream task dataset as the transferal dataset, 4) knowledge transfer of an ensemble of models, trained independently, into one student model.

Image Segmentation Knowledge Distillation +3

Weakly Supervised Context Encoder using DICOM metadata in Ultrasound Imaging

no code implementations20 Mar 2020 Szu-Yeu Hu, Shuhang Wang, Wei-Hung Weng, JingChao Wang, XiaoHong Wang, Arinc Ozturk, Qian Li, Viksit Kumar, Anthony E. Samir

Modern deep learning algorithms geared towards clinical adaption rely on a significant amount of high fidelity labeled data.

Cannot find the paper you are looking for? You can Submit a new open access paper.