3 papers
q-bio.QM2019
Tumor Connectomics: Mapping the intra-tumoral complex interaction network
Vishwa S. Parekh, Michael A. Jacobs
Tumors are extremely heterogeneous and comprise of a number of intratumor microenvironments or sub-regions. These tumor microenvironments may interact with eac based on complex hig…
physics.med-ph2018
Advanced machine learning informatics modeling using clinical and radiological imaging metrics for characterizing breast tumor characteristics with the OncotypeDX gene array
Michael A. Jacobs, Christopher Umbricht, Vishwa Parekh +5
Purpose-Optimal use of established and imaging methods, such as multiparametric magnetic resonance imaging(mpMRI) can simultaneously identify key functional parameters and provide…
physics.med-ph2018
Multiparametric Deep Learning Tissue Signatures for a Radiological Biomarker of Breast Cancer: Preliminary Results
Vishwa S. Parekh, Katarzyna J. Macura, Susan Harvey +4
A new paradigm is beginning to emerge in Radiology with the advent of increased computational capabilities and algorithms. This has led to the ability of real time learning by comp…