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sutummala's Projects

autismnet icon autismnet

Explainable AI based diagnosis system for Autism dectection from T1w MRI

bigdatabrain icon bigdatabrain

Structural MRI processing of the brain using Python and Nipype

braintumor-vit icon braintumor-vit

Classification of brain tumors from T1w contrast enhanced MRI based on vision transformers

breaswintnet icon breaswintnet

Swin transformer for the classification of breast cancer from ultrasound and histopathology images

fundus-quality-estimation icon fundus-quality-estimation

Quality estimation of digital fundus images using ensemble deep learning. Pretrained EfficientNetV2 are used as the base models. The dataset used is DeepDRiD.

knee-smri icon knee-smri

source code for cartilage surface smoothness, contact area and congruity which were quantified automatically from MRI

lungcolonnet icon lungcolonnet

Classification of lung and colon cancer from histopathological images (LC25000) using EfficientNetV2.

multi-modalbrain icon multi-modalbrain

Voxel-based morphometry pipeline for different MRI modalities including structural and diffusion-weighted

pericellnet icon pericellnet

Explainable contrastive learning for classification of peripheral blood cells

selfqcnet icon selfqcnet

Quality control in Big Data using Semi supervised learning

spine-smri icon spine-smri

Pipeline for structural MRI processing of the spine for disc degeneration

vit-keras icon vit-keras

Keras implementation of ViT (Vision Transformer)

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