Name: Aakanksha Rana
Type: User
Company: MIT, BWH, HMS, TCD, Telecom Paris
Bio: Deep Learning, Computer Vision, Medical Imaging and Immersive media
Twitter: RanaAakanksha
Location: Boston
Blog: https://scholar.google.fr/citations?user=_qF1ZsIAAAAJ&hl=en
Aakanksha Rana's Projects
Bayesian Attention Modules
Brainhack global 2021 at MIT
Cross-modal Identification of Tertiary Lymphoid Structures
Code release for ConvNeXt model
Cutout / Random Erasing implementation, especially for ImageDataGenerator in Keras
Implementation of Deep Tone Mapping Operator for High Dynamic Range Images
code related to submission of "Accurate diagnosis of lymphoma on whole slide histopathology images using deep learning"
Official implementation of Fixed-Point GAN - ICCV 2019
A PyTorch reimplementation for paper Generative Image Inpainting with Contextual Attention (https://arxiv.org/abs/1801.07892)
MRI brain extraction tool
ICLR 2021 i-Mix: A Domain-Agnostic Strategy for Contrastive Representation Learning
Reproducing: Kidney tumor segmentation using an ensembling multi-stage deep learning approach. A contribution to the KiTS19 challenge [WORK-IN-PROGRESS]
Knowing what you know - Bayesian brain parcellation
A framework for developing neural network models for 3D image processing.
Image-to-image translation with conditional adversarial nets
Contrast-agnostic segmentation of MRI scans
Official repository for "Tangent Images for Mitigating Spherical Distortion," CVPR 2020
MONAI Tutorials