1 citations · 2 across the 7 of their papers we have counts for
3 papers · 1 filter
Cerebral microbleeds: Association with cognitive decline and pathology build-up
Saima Rathore, Jatin Chaudhary, Boning Tong +1
Cerebral microbleeds, markers of brain damage from vascular and amyloid pathologies, are linked to cognitive decline in aging, but their role in Alzheimer's disease (AD) onset and…
Super Level Sets and Exponential Decay: A Synergistic Approach to Stable Neural Network Training
Jatin Chaudhary, Dipak Nidhi, Jukka Heikkonen +2
The objective of this paper is to enhance the optimization process for neural networks by developing a dynamic learning rate algorithm that effectively integrates exponential decay…
Cross-Vendor Reproducibility of Radiomics-based Machine Learning Models for Computer-aided Diagnosis
Jatin Chaudhary, Ivan Jambor, Hannu Aronen +6
Background: The reproducibility of machine-learning models in prostate cancer detection across different MRI vendors remains a significant challenge. Methods: This study investigat…