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Akhil Kasturi's Projects

brain-roi-aware-graph-isomorphism-networks-brainrgin- icon brain-roi-aware-graph-isomorphism-networks-brainrgin-

Extending from the existing graph convolution networks, our approach incorporates a clustering-based embedding and graph isomorphism network method in the graph convolutional layer to reflect nature of the brain sub-network organization and efficient expression, in combination with TopK pooling and attention-based readout functions.

catheter_detection icon catheter_detection

Automatic catheter detection in pediatric X-ray images using a scale-recurrent network and synthetic data

cdn icon cdn

Causal Dynamic Network Modeling

deep-fmri-dataset icon deep-fmri-dataset

Code accompanying data release of natural language listening fMRI data (LeBel et al.)

dino icon dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

idtxl icon idtxl

The Information Dynamics Toolkit xl (IDTxl) is a comprehensive software package for efficient inference of networks and their node dynamics from multivariate time series data using information theory.

ifcc icon ifcc

The code of Improving Factual Completeness and Consistency of Image-to-text Radiology Report Generation

jukebox icon jukebox

Code for the paper "Jukebox: A Generative Model for Music"

meditron icon meditron

Meditron is a suite of open-source medical Large Language Models (LLMs).

notebooks icon notebooks

Notebooks using the Hugging Face libraries 🤗

pretrained-backbones-unet icon pretrained-backbones-unet

A PyTorch-based Python library with UNet architecture and multiple backbones for Image Semantic Segmentation.

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