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Works (24)

Current State of Community-Driven Radiological AI Deployment in Medical Imaging

JMIR AI
2024-12-09 | Journal article
DOI: 10.2196/55833
Contributors: Vikash Gupta; Barbaros Erdal; Carolina Ramirez; Ralf Floca; Bradley Genereaux; Sidney Bryson; Christopher Bridge; Jens Kleesiek; Felix Nensa; Rickmer Braren et al.
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Crossref

Current State of Community-Driven Radiological AI Deployment in Medical Imaging (Preprint)

2023-12-27 | Preprint
DOI: 10.2196/preprints.55833
Contributors: Vikash Gupta; Barbaros Erdal; Carolina Ramirez; Ralf Floca; Bradley Genereaux; Sidney Bryson; Christopher Bridge; Jens Kleesiek; Felix Nensa; Rickmer Braren et al.
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Crossref

Integration and Implementation Strategies for AI Algorithm Deployment with Smart Routing Rules and Workflow Management: A Reference Implementation (Preprint)

2023-11-21 | Preprint
DOI: 10.2196/preprints.54786
Contributors: Barbaros Selnur Erdal; Vikash Gupta; Mutlu Demirer; Kimberly H Fair; Richard D White; Jeffrey Blair; Barbara Anna Deichert; Laurie Lafleur; Ming Melvin Qin; David Bericat Lacima et al.
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Crossref

Breast-Density Semantic Segmentation with Probability Scaling for BI-RADS Assessment using DeepLabV3

2023-09-03 | Conference paper
DOI: 10.1145/3584371.3612983
Contributors: Conrad T Testagrose; Vikash Gupta; Barbaros S Erdal; Richard D White; Robert W Maxwell; Xudong Liu; Indika Kahanda; Sherif Elfayoumy; William Klostermeyer; Mutlu Demirer
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Crossref

Automatic detection of decreased ejection fraction and left ventricular hypertrophy on 4D cardiac CTA: Use of artificial intelligence with transfer learning to facilitate multi-site operations

Intelligence-Based Medicine
2022 | Journal article
DOI: 10.1016/j.ibmed.2022.100051
Contributors: Marcio A.B.C. Rockenbach; Varun Buch; Vikash Gupta; Gopal K. Kotecha; Olga Laur; Barbaros S. Erdal; Dong Yang; Daguang Xu; Brian B. Ghoshhajra; Mona G. Flores et al.
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Crossref

Automated coronary artery atherosclerosis detection and weakly supervised localization on coronary CT angiography with a deep 3-dimensional convolutional neural network

Computerized Medical Imaging and Graphics
2020 | Journal article
Source: Self-asserted source
Vikash Gupta

Detection and localisation of hip fractures on anteroposterior radiographs with artificial intelligence: proof of concept

Clinical Radiology
2020 | Journal article
Source: Self-asserted source
Vikash Gupta

Federated Learning for Breast Density Classification: A Real-World Implementation

Domain Adaptation and Representation Transfer, and Distributed and Collaborative Learning
2020 | Book chapter
Source: Self-asserted source
Vikash Gupta

Using Transfer Learning and Class Activation Maps Supporting Detection and Localization of Femoral Fractures on Anteroposterior Radiographs

2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI)
2020 | Conference paper
Source: Self-asserted source
Vikash Gupta

Democratizing Artificial Intelligence in Healthcare: A Study of Model Development Across Two Institutions Incorporating Transfer Learning

2020-09-25 | Preprint
ARXIV: arXiv:2009.12437v1
Source: Self-asserted source
Vikash Gupta

Artificial Intelligence to Assist in Exclusion of Coronary Atherosclerosis during CCTA Evaluation of Chest-Pain in the Emergency Department: Preparing an Application for Real-World Use

2020-08-10 | Preprint
ARXIV: arXiv:2008.04802v1
Source: Self-asserted source
Vikash Gupta

A user interface for optimizing radiologist engagement in image data curation for artificial intelligence

Radiology: Artificial Intelligence
2019 | Journal article
Source: Self-asserted source
Vikash Gupta

Performance of a Deep Neural Network Algorithm Based on a Small Medical Image Dataset: Incremental Impact of 3D-to-2D Reformation Combined with Novel Data Augmentation, Photometric Conversion, or Transfer Learning

Journal of Digital Imaging
2019 | Journal article
Source: Self-asserted source
Vikash Gupta

A User Interface for Optimizing Radiologist Engagement in Image Data Curation for Artificial Intelligence

Radiology: Artificial Intelligence
2019-11-01 | Journal article
DOI: 10.1148/ryai.2019180095
Contributors: Mutlu Demirer; Sema Candemir; Matthew T. Bigelow; Sarah M. Yu; Vikash Gupta; Luciano M. Prevedello; Richard D. White; Joseph S. Yu; Rainer Grimmer; Michael Wels et al.
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Crossref

FIBERNET 2.0: An automatic neural network based tool for clustering white matter fibers in the brain

2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018)
2018 | Conference paper
Source: Self-asserted source
Vikash Gupta

Brain cortical structural differences between non-central nervous system cancer patients treated with and without chemotherapy compared to non-cancer controls: a cross-sectional pilot MRI study using clinically indicated scans

13th International Conference on Medical Information Processing and Analysis
2017 | Conference paper
Source: Self-asserted source
Vikash Gupta

Clustering white matter fibers using support vector machines: A volumetric conformal mapping approach

12th International Symposium on Medical Information Processing and Analysis
2017 | Conference paper
Source: Self-asserted source
Vikash Gupta

FiberNET: An ensemble deep learning framework for clustering white matter fibers

International Conference on Medical Image Computing and Computer-Assisted Intervention
2017 | Conference paper
Source: Self-asserted source
Vikash Gupta

A framework for creating population specific multimodal brain atlas using clinical T1 and diffusion tensor images

Computational Diffusion MRI
2016 | Book chapter
Source: Self-asserted source
Vikash Gupta

A volumetric conformal mapping approach for clustering white matter fibers in the brain

International Workshop on Spectral and Shape Analysis in Medical Imaging
2016 | Conference paper
Source: Self-asserted source
Vikash Gupta

Domain mapping for volumetric parameterization using harmonic functions

Computer-Aided Design and Applications
2014 | Journal article
Source: Self-asserted source
Vikash Gupta

Improving DTI resolution from a single clinical acquisition: a statistical approach using spatial prior

International Conference on Medical Image Computing and Computer-Assisted Intervention
2013 | Conference paper
Source: Self-asserted source
Vikash Gupta

Domain Mapping for Volumetric Parameterization using Harmonic Functions

Computer-Aided Design & Applications, Vol. 10(a), 2013
2013-10-25 | Preprint
ARXIV: arXiv:1310.6894v1
Source: Self-asserted source
Vikash Gupta

Design and control of an actuated thumb exoskeleton for hand rehabilitation following stroke

2011 IEEE International Conference on Robotics and Automation
2011 | Conference paper
Source: Self-asserted source
Vikash Gupta

Peer review (5 reviews for 3 publications/grants)

Review activity for Journal of digital imaging. (1)
Review activity for Journal of Imaging Informatics in Medicine. (3)
Review activity for Mayo Clinic proceedings. (1)
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