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
263
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
75
star
4

DeepKnee

Codes for paper: Automatic Knee Osteoarthritis Diagnosis from Plain Radiographs: A Deep Learning-Based Approach
Python
64
star
5

KNEEL

Hourglass Networks for Knee Anatomical Landmark Localization: PyTorch Implementation
Python
43
star
6

stambo

Statistical model comparison with bootstrap and beyond
Jupyter Notebook
24
star
7

KneeOARSIGrading

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

AdaTriplet

Python
14
star
9

CLIMATv2

CLIMATv2: Clinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting from Multimodal Data
Python
13
star
10

KneeLocalizer

Codes for paper: A novel method for automatic localization of joint area on knee plain radiographs by A. Tiulpin et. al.
Python
12
star
11

semixup

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

greedy_ensembles_training

Greedy Bayesian Posterior Approximation with Deep Ensembles. A. Tiulpin and M. B. Blaschko. (2021)
Python
11
star
13

DeepWrist

Deep Learning Pipeline for Wrist Fracture Detection
Python
10
star
14

LoG-VMamba

LoG-VMamba: Local-Global Vision Mamba for Medical Image Segmentation
Python
7
star
15

CLIMAT

CLIMAT: Clinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting from Multi-modal Data
Python
6
star
16

OAProgressionMR

Prediction of knee osteoarthritis progression from DESS MRI
Python
5
star
17

SAUNA

SAUNA: Image-level Regression for Uncertainty-aware Retinal Image Segmentation
Python
2
star
18

PfirrmannGrading

Python
1
star
19

SiNGR

SiNGR: Brain Tumor Segmentation via Signed Normalized Geodesic Transform Regression
Python
1
star