Harman S. Suri

TL;DR: The relationship between brain cancer and other brain disorders like stroke, Alzheimer's, Parkinson's, and Wilson’s disease, leukoriaosis, and other neurological disorders are highlighted in the context of machine learning and the deep learning paradigm.

TL;DR: A comprehensive review of DL as well as its implications upon the healthcare is presented in this review, which had analysed 150 articles of DL in healthcare domain from PubMed, Google Scholar, and IEEE EXPLORE focused in medical imagery only.

TL;DR: Gaussian process (GP)-based classification technique using three kernels namely: linear, polynomial and radial basis kernel is adapted and investigated in comparison to existing techniques such as LDA, QDA and NB.

TL;DR: The role of deep machine strategies and other dimensions of cSVD are focused on by linking it with several cerebral and non-cerebral diseases as well as recent advances in the field to achieve sensitive detection, effective prevention and disease management.

TL;DR: The results demonstrate that on replacing the missing values and outliers by group median and median values, respectively, an accuracy, sensitivity, specificity, positive predictive value, negative predictive value and area under the curve is an improvement of 10% over previously developed techniques published in literature.