Intelligent Medical Systems Research Group (@Oulu-IMEDS)
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Oulu-IMEDS

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Top repositories

1

solt

Streaming over lightweight data transformations
Jupyter Notebook
261
star
2

pytorch_bn_fusion

Batch normalization fusion for PyTorch
Python
194
star
3

OAProgression

Multimodal Machine Learning-based Knee Osteoarthritis Progression Prediction from Plain Radiographs and Clinical Data
Python
71
star
4

DeepKnee

Codes for paper: Automatic Knee Osteoarthritis Diagnosis from Plain Radiographs: A Deep Learning-Based Approach
Python
63
star
5

KNEEL

Hourglass Networks for Knee Anatomical Landmark Localization: PyTorch Implementation
Python
40
star
6

stambo

Statistical model comparison with bootstrap an beyond
Jupyter Notebook
22
star
7

KneeOARSIGrading

Grading individual knee osteoarthritis features using Deep Learning
Python
15
star
8

AdaTriplet

Python
13
star
9

semixup

Semixup: In- and Out-of-Manifold Regularization for Deep Semi-Supervised Knee Osteoarthritis Severity Grading from Plain Radiographs
Python
12
star
10

greedy_ensembles_training

Greedy Bayesian Posterior Approximation with Deep Ensembles. A. Tiulpin and M. B. Blaschko. (2021)
Python
11
star
11

CLIMATv2

CLIMATv2: Clinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting from Multimodal Data
Python
11
star
12

KneeLocalizer

Codes for paper: A novel method for automatic localization of joint area on knee plain radiographs by A. Tiulpin et. al.
Python
11
star
13

DeepWrist

Deep Learning Pipeline for Wrist Fracture Detection
Python
9
star
14

CLIMAT

CLIMAT: Clinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting from Multi-modal Data
Python
5
star
15

OAProgressionMR

Prediction of knee osteoarthritis progression from DESS MRI
Python
4
star