3 papers
cs.CV2026
Sex-based Network-Specific Differences in Connectomes: A Krakencoder-Based Analysis
Vibhashree S H, Debanjali Bhattacharya, Vamshi Krishna Kancharla +1
This study examines how deficiencies in one brain connectome modality propagate to the other, using the Krakencoder as a simulation framework. Structural and functional connectomes…
cs.CV2026
Hybrid Classical-Quantum (HCQ) Alzheimer's Classification via Supervised -VAE and Quantum Kernels
Tia Tiwari, Vamshi Krishna Kancharla, Neelam Sinha
This paper presents a two-stage Hybrid Classical-Quantum (HCQ) pipeline for binary Alzheimer's disease (AD) classification from 3D T1-weighted structural MRI volumes, where the cla…
cs.CV2026
Exploring Self-Supervised Learning with U-Net Masked Autoencoders and EfficientNet-B7 for Improved Gastrointestinal Abnormality Classification in Video Capsule Endoscopy
Vamshi Krishna Kancharla, Pavan Kumar Kaveti, Dasari Naga Raju
Video Capsule Endoscopy (VCE) has become an indispensable diagnostic tool for gastrointestinal (GI) disorders due to its non-invasive nature and ability to capture high-resolution…