Amelia Jimenez-Sanchez's repositories
curriculum-learning-prior-uncertainty
Curriculum learning for improved femur fracture classification: scheduling data with prior knowledge and uncertainty. Medical Image Analysis.
capsule-networks-medical-data-challenges
"Capsule Networks against Medical Imaging Data Challenges" - LABELS@MICCAI 2018
shortcuts-chest-xray
Detecting Shortcuts in Medical Images - A Case Study in Chest X-rays - ISBI 2023
curriculum-federated-learning
Memory-aware curriculum federated learning for breast cancer classification. Computer Methods and Programs in Biomedicine.
example-mnist-itu
Digit recognition (MNIST) with PyTorch using the HPC cluster @ ITU.
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
ameliajimenez.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
example-mnist
Digit recognition (MNIST) with PyTorch using the HPC cluster @ UPF.
sample-project
This repository is an example for the structure and content that a project may have.
tf-classification-mnist
Basic TensorFlow implementation of a Convolutional Neural Network (CNN) to perform digit classification
MICCAI-OpenSourcePapers
MICCAI 2019-2023 Open Source Papers