Vidhiwar Singh Rathour Source Confirmed

Affiliation confirmed via AI analysis of OpenAlex, ORCID, and web sources.

Researcher

University of Arkansas at Fayetteville

unknown

4 h-index 8 pubs 286 cited

Research Areas

Medical Imaging Techniques and Applications Advanced Neural Network Applications Radiomics and Machine Learning in Medical Imaging Meta-analysis and systematic reviews Deep Learning in Computer Vision

Links

Research Group

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OverviewAI-generated summary

Vidhiwar Singh Rathour's research focuses on the application of deep learning techniques, particularly deep reinforcement learning, to computer vision tasks and medical image analysis. His work includes developing and evaluating deep neural network architectures for medical image segmentation, with a focus on invertible residual networks. Rathour has also investigated methods for benchmarking medical segmentation accuracy, proposing novel metrics like the Roughness Index and Roughness Distance. His publications include a comprehensive survey on deep reinforcement learning in computer vision and studies on classifying ECG arrhythmias using multi-module recurrent convolutional neural networks. Rathour has collaborated with researchers at the University of Arkansas at Fayetteville, including Kashu Yamakazi and Khoa Luu, on multiple shared publications.

Metrics

  • h-index: 4
  • Publications: 8
  • Citations: 286

Selected Publications

  • Invertible residual network with regularization for effective volumetric segmentation (2022) DOI
  • Deep reinforcement learning in computer vision: a comprehensive survey (2021) DOI
  • Multi-module Recurrent Convolutional Neural Network with Transformer Encoder for ECG Arrhythmia Classification (2021) DOI
  • Roughness Index and Roughness Distance for Benchmarking Medical Segmentation (2021) DOI
  • Roughness Index and Roughness Distance for Benchmarking Medical Segmentation (2021) DOI

Collaborators

Researchers in the database who share publications

Kashu Yamakazi University of Arkansas at Fayetteville 3 shared publications Khoa Luu University of Arkansas at Fayetteville 2 shared publications Quang Sang Truong University of Arkansas at Fayetteville 1 shared publication Quan Mai University of Arkansas at Fayetteville 1 shared publication

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