abderhasan
Research Fellow @ Center for Ultrasound Research & Translation (CURT) lab
Harvard Medical School/Massachusetts General HospitalCanada
Pinned Repositories
cnn_melanoma_classification_from_scratch_keras
Training a CNN from scratch for melanoma detection using Keras
cnn_melanoma_classification_from_scratch_with_data_augmentation_keras
Training a CNN from scratch with data augmentation for melanoma detection using Keras
cnn_melanoma_classification_transfer_learning_keras
This code enables you to train a Convolutional Neural Network (CNN) using a pretrained model (transfer learning) using Keras
F-MLP
This code is related to our paper "A Novel Fuzzy Multilayer Perceptron (F-MLP) for the Detection of Irregularity in Skin Lesion Border Using Dermoscopic Images" (Frontiers in Medicine, 2020)
fuzzedge
FuzzEdge: An edge detection algorithm
GANMole
This code uses a Generative Adversarial Network (GAN) to generate melanoma images using Keras
linear-regression-pytorch
How to find linear regression using PyTorch
median-filter
A Python script that applies the median filter on a noisy image
radiologist_in_the_loop_ai
The official GitHub repository for the Radiologist-in-the-Loop AI tutorial at MICCAI 2023!
unet
unet for image segmentation
abderhasan's Repositories
abderhasan/radiologist_in_the_loop_ai
The official GitHub repository for the Radiologist-in-the-Loop AI tutorial at MICCAI 2023!
abderhasan/unet
unet for image segmentation
abderhasan/median-filter
A Python script that applies the median filter on a noisy image
abderhasan/GANMole
This code uses a Generative Adversarial Network (GAN) to generate melanoma images using Keras
abderhasan/mean-filter
A Python script that applies the mean filter on a noisy image
abderhasan/silx-training
training for the silx toolkit
abderhasan/F-MLP
This code is related to our paper "A Novel Fuzzy Multilayer Perceptron (F-MLP) for the Detection of Irregularity in Skin Lesion Border Using Dermoscopic Images" (Frontiers in Medicine, 2020)
abderhasan/cnn_melanoma_classification_from_scratch_keras
Training a CNN from scratch for melanoma detection using Keras
abderhasan/cnn_melanoma_classification_from_scratch_with_data_augmentation_keras
Training a CNN from scratch with data augmentation for melanoma detection using Keras
abderhasan/cnn_melanoma_classification_transfer_learning_keras
This code enables you to train a Convolutional Neural Network (CNN) using a pretrained model (transfer learning) using Keras
abderhasan/fuzzedge
FuzzEdge: An edge detection algorithm
abderhasan/linear-regression-pytorch
How to find linear regression using PyTorch
abderhasan/awesome-matlab-operations
abderhasan/Custom-Dataset-and-Dataloader-in-Torch
Sample code for creating a modified dataset class in torch that can be used for training.
abderhasan/hopfield-network
Hopfield network implementation in Python
abderhasan/one_hot_encoding
An example on one hot encoding using PyTorch.
abderhasan/perceptron-rosenblatt
abderhasan/pytorch_scatter
An example on how PyTorch's scatter_() function works
abderhasan/rgb_to_binary
This code enables you to convert a group of images from RGB to Binary using MATLAB