Jiahong Ouyang's repositories
image2image-baseline-model
pytorch version of medical image reconstruction baseline models (UNet and GAN)
longitudinal-neighbourhood-embedding
Self-supervised Longitudinal Neighbourhood Embedding (LNE), MICCAI2021 & Speicial Issue on Medical Image Analysis
representation-disentanglement
Code for paper: Representation Disentanglement for Multi-modal Brain MR Analysis. Accepted by IPMI 2021.
longitudinal-direction-disentangle
"Disentangling Normal Aging from Severity of Disease via Weak Supervision on Longitudinal MRI", IEEE Transactions on Medical Imaging
longitudinal-pooling
MICCAI 2020 - Recurrent Neural Networks with Longitudinal Pooling and Consistency Regularization
longitudinal-som-single-modality
LSOR: Longitudinally-Consistent Self-Organized Representation Learning (Submitted to MICCAI2023)
project_lowdose_Amyloid
Ultra-low-dose Amyloid PET reconstruction by GAN with perceptual loss
multi_attention_gazenet
Spatial and temporal attention GazeNet
robot-autonomy
Assignments of CMU 16-662 Robot Autonomy
fdg-zerodose
FDG ZeroDose PET reconstruction
fingerprint-pose-estimation
undergraduate thesis, Fingerprint pose estimation based on Faster R-CNN, IJCB 2017
pix2pix-tensorflow
Image-to-Image conditional GAN for the OCT cornea image noise removal
retina-disease-classification
Retina disease severity level classification with small dataset. Skill test for IIISLab.
visual-learning
Assignments for CMU 16-824 Visual Learning and Recognition
computer-vision
assignments for 16-720A computer vision
CycleGAN-tensorflow
Tensorflow implementation for learning an image-to-image translation without input-output pairs. https://arxiv.org/pdf/1703.10593.pdf
dynamic
EchoNet-Dynamic is a deep learning model for assessing cardiac function in echocardiogram videos.