oulu-imeds Goto Github PK

adatriplet

climat

CLIMAT: Clinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting from Multi-modal Data

climatv2

CLIMATv2: Clinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting from Multimodal Data

contrib

All the public/open source software components for Aivero (GitLab Mirror)

deepknee

Codes for paper: Automatic Knee Osteoarthritis Diagnosis from Plain Radiographs: A Deep Learning-Based Approach

deepwrist

Deep Learning Pipeline for Wrist Fracture Detection

greedy_ensembles_training

Greedy Bayesian Posterior Approximation with Deep Ensembles. A. Tiulpin and M. B. Blaschko. (2021)

isbi2023_pfirrmanngrading

Project Page for ISBI 2023 Submission

kneel

Hourglass Networks for Knee Anatomical Landmark Localization: PyTorch Implementation

kneelocalizer

Codes for paper: A novel method for automatic localization of joint area on knee plain radiographs by A. Tiulpin et. al.

kneeoarsigrading

Grading individual knee osteoarthritis features using Deep Learning

lsmodels

Lumbar Spine Models for Segmentation and Grading

oaprogression

Multimodal Machine Learning-based Knee Osteoarthritis Progression Prediction from Plain Radiographs and Clinical Data

oaprogressionmmf

oaprogressionmr

Prediction of knee osteoarthritis progression from DESS MRI

pfirrmanngrading

pytorch_bn_fusion

Batch normalization fusion for PyTorch

sauna

SAUNA: Image-level Regression for Uncertainty-aware Retinal Image Segmentation

semixup

Semixup: In- and Out-of-Manifold Regularization for Deep Semi-Supervised Knee Osteoarthritis Severity Grading from Plain Radiographs

singr

SiNGR: Brain Tumor Segmentation via Signed Normalized Geodesic Transform Regression

solt

Streaming over lightweight data transformations

stambo

Statistical model comparison with bootstrap and beyond