Aleksei Tiulpin
TitleCited byYear
Automatic knee osteoarthritis diagnosis from plain radiographs: A deep learning-based approach
A Tiulpin, J Thevenot, E Rahtu, P Lehenkari, S Saarakkala
Scientific reports 8 (1), 1-10, 2018
682018
A novel method for automatic localization of joint area on knee plain radiographs
A Tiulpin, J Thevenot, E Rahtu, S Saarakkala
Scandinavian Conference on Image Analysis, 290-301, 2017
112017
Gray matter age prediction as a biomarker for risk of dementia
J Wang, MJ Knol, A Tiulpin, F Dubost, M de Bruijne, MW Vernooij, ...
Proceedings of the National Academy of Sciences 116 (42), 21213-21218, 2019
9*2019
Dgc-net: Dense geometric correspondence network
I Melekhov, A Tiulpin, T Sattler, M Pollefeys, E Rahtu, J Kannala
2019 IEEE Winter Conference on Applications of Computer Vision (WACV), 1034-1042, 2019
72019
Multimodal machine learning-based knee osteoarthritis progression prediction from plain radiographs and clinical data
A Tiulpin, S Klein, SMA Bierma-Zeinstra, J Thevenot, E Rahtu, ...
Scientific Reports 9 (1), 1-11, 2019
62019
SOLT: Streaming over Lightweight Transformations
A Tiulpin
https://github.com/MIPT-Oulu/solt, 2019
42019
Automatic grading of individual knee osteoarthritis features in plain radiographs using deep convolutional neural networks
A Tiulpin, S Saarakkala
arXiv preprint arXiv:1907.08020, 2019
32019
Deep-learning for tidemark segmentation in human osteochondral tissues imaged with micro-computed tomography
A Tiulpin, M Finnilä, P Lehenkari, HJ Nieminen, S Saarakkala
International Conference on Advanced Concepts for Intelligent Vision Systems …, 2020
22020
Breast tumor cellularity assessment using deep neural networks
A Rakhlin, A Tiulpin, AA Shvets, AA Kalinin, VI Iglovikov, S Nikolenko
Proceedings of the IEEE International Conference on Computer Vision …, 2019
22019
Detection of experimental cartilage damage with acoustic emissions technique: An in vitro equine study
BR Shakya, A Tiulpin, S Saarakkala, S Turunen, J Thevenot
Equine veterinary journal 52 (1), 152-157, 2020
12020
Predicting total knee replacement from ultrasound using machine learning
A Tiulpin, S Saarakkala, A Mathiessen, HB Hammer, O Furnes, ...
Osteoarthritis and Cartilage 27, S360-S361, 2019
12019
Fully automatic deep learning based segmentation of bone-cartilage interface from micro-CT images of human osteochondral samples
T Frondelius, A Tiulpin, P Lehenkari, HJ Nieminen, S Saarakkala
Osteoarthritis and Cartilage 26, S469, 2018
12018
Acoustic emissions and kinetic instability as new clinical biomarkers to noninvasively assess knee osteoarthritis
A Tiulpin, J Thevenot, J Hirvasniemi, J Niinimäki, S Saarakkala
Osteoarthritis and Cartilage 26, S40-S41, 2018
12018
Bayesian Feature Pyramid Networks for Automatic Multi-label Segmentation of Chest X-rays and Assessment of Cardio-Thoratic Ratio
R Solovyev, I Melekhov, T Lesonen, E Vaattovaara, O Tervonen, A Tiulpin
International Conference on Advanced Concepts for Intelligent Vision Systems …, 2020
2020
Adaptive Segmentation of Knee Radiographs for Selecting the Optimal ROI in Texture Analysis
N Bayramoglu, A Tiulpin, J Hirvasniemi, MT Nieminen, S Saarakkala
arXiv preprint arXiv:1908.07736, 2019
2019
PREDICTING BRAIN AGE AS A BIOMARKER FOR RISK OF DEMENTIA
J Wang, MJ Knol, A Tiulpin, F Dubost, M de Bruijne, MW Vernooij, ...
Alzheimer's & Dementia: The Journal of the Alzheimer's Association 15 (7 …, 2019
2019
Automatic knee cartilage and menisci segmentation from 3D-DESS MRI using deep semi-supervised learning
E Panfilov, A Tiulpin, M Juntunen, V Casula, M Nieminen, S Saarakkala
Osteoarthritis and Cartilage 27, S390-S391, 2019
2019
DeepKnee: Towards open source fully-automatic Kellgren-Lawrence grading
A Tiulpin, E Panfilov, E Vaattovaara, J Niinimäki, M Nevalainen, ...
Osteoarthritis and Cartilage 27, S25, 2019
2019
Semi-automatic 3D osteoarthritis histopathological grading of human osteochondral tissue from contrast-enhanced micro-computed tomography
S Rytky, T Frondelius, A Tiulpin, MA Finnilä, M Valkealahti, P Lehenkari, ...
Osteoarthritis and Cartilage 27, S394-S395, 2019
2019
Deep learning predicts knee osteoarthritis progression from plain radiographs
A Tiulpin, S Klein, S Bierma-Zeinstra, J Thevenot, J van Meurs, E Oei, ...
Osteoarthritis and Cartilage 27, S397-S398, 2019
2019
The system can't perform the operation now. Try again later.
Articles 1–20