Aleksei Tiulpin
Title
Cited by
Cited by
Year
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
1162018
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
22*2019
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
162017
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
152019
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
142019
Automatic grading of individual knee osteoarthritis features in plain radiographs using deep convolutional neural networks
A Tiulpin, S Saarakkala
Osteoarthritis and Cartilage 28, S308, 2020
82020
Improving robustness of deep learning based knee mri segmentation: Mixup and adversarial domain adaptation
E Panfilov, A Tiulpin, S Klein, MT Nieminen, S Saarakkala
Proceedings of the IEEE International Conference on Computer Vision …, 2019
62019
KNEEL: knee anatomical landmark localization using hourglass networks
A Tiulpin, I Melekhov, S Saarakkala
Proceedings of the IEEE International Conference on Computer Vision …, 2019
62019
SOLT: Streaming over Lightweight Transformations
A Tiulpin
https://github.com/MIPT-Oulu/solt, 2019
62019
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
52019
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
42020
Adaptive segmentation of knee radiographs for selecting the optimal ROI in texture analysis
N Bayramoglu, A Tiulpin, J Hirvasniemi, MT Nieminen, S Saarakkala
Osteoarthritis and Cartilage, 2020
32020
Development of osteoarthritis in patients with degenerative meniscal tears treated with exercise therapy or surgery. A randomized controlled trial
B Berg, EM Roos, M Englund, NJ Kise, A Tiulpin, S Saarakkala, ...
Osteoarthritis and Cartilage, 2020
12020
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
12020
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
Automating three-dimensional osteoarthritis histopathological grading of human osteochondral tissue using machine learning on contrast-enhanced micro-computed tomography
SJO Rytky, A Tiulpin, T Frondelius, MAJ Finnilä, SS Karhula, J Leino, ...
Osteoarthritis and Cartilage, 2020
2020
Automatic assessment of morphological changes in knee cartilage using deep learning
E Panfilov, A Tiulpin, S Saarakkala, MT Nieminen, V Casula
Osteoarthritis and Cartilage 28, S309-S310, 2020
2020
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Articles 1–20