BBQtime

deformable-convolution-network-DCN-for-head-and-neck-tumor-segmentation

3D deformable convolution network(DCN) for head and neck tumor segmentation

Synthetic-Financial-Datasets-For-Fraud-Detection

Kaggle - Synthetic datasets generated by the PaySim mobile money simulator

HNSCC-ct-pet-tumor-segmentation

head and neck tumor segmentation

hnscc_multimodality_image_dicom_to_nii

transformers_for_hecktor2022_GTV_segmentation

Transformer models for hecktor 2022 head and neck gross tumor volume segmentation

user_feed_inside_GTV

simulate user feed inside a 3D volume

02456-deep-learning-with-PyTorch

Exercises and supplementary material for the deep learning course 02456 using PyTorch.

Analysis-of-reading-behavior-based-on-POS-through-sentence-completion-tasks

Cell-detection-CNN-Unet

cell-mask-detection

deep-learning-flower-identifier

Deep learning network to identify 102 different types of flowers (developed for the PyTorch Scholarship Challenge)

Deep-learning-for-visual-recognition-tutorial

deepmedic

Efficient Multi-Scale 3D Convolutional Neural Network for Brain Lesion Segmentation

deepops

Tools for building GPU clusters

HD-BET

MRI brain extraction tool

Human-Protein-Atlas-Image-Classification

Kaggle competition: https://www.kaggle.com/c/human-protein-atlas-image-classification/data

inference_server_models

LSTM-Neural-Network-for-Time-Series-Prediction

LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data

machine-learning-notes

Collection of useful machine learning codes and snippets (originally intended for my personal use)

MedSAM

Segment Anything in Medical Images

mmdetection

Open MMLab Detection Toolbox

morphsnakes

Morphological snakes for image segmentation and tracking

nnUNet-1

research-contributions

Implementations of recent research prototypes/demonstrations using MONAI.

Uncertainty-estimation-for-Head-and-Neck-Tumor-Segmentation

A public toolkit for uncertainty estimation for 3D image segmentation tasks. Using head and neck tumor segmentation - GTV-T/GTV-N as example.