deep-learning

Deep Learning for Chest Xray Diagnosis

Detection of 13 different pathologies using Deep CNN models

Deep Learning methods for classification with Limited Datasets

Explored the use of Siamese Networks for 2 classification tasks - Digit and Face Recognition

Training Domain specific Glove Embeddings

Evaluated the performance of domain specific Glove vectors trained on relevant data and its comparison with pretained Glove vectors

Tumor Detection in Lymph nodes

Detection of Breast Cancer by analyzing lymph node tissue images

YOLO

Implemented YOLO from scratch in Keras for basic objection detection tasks

Brain Tumor Segmentation using Conditional Random Fields

Master's Thesis on Brain Tumor segmentation on BRATS 2015 data using a combined Stacked Denoising Autoencoder - CRF model