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Aleksei Tiulpin
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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
2732018
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
882019
Multimodal machine learning-based knee osteoarthritis progression prediction from plain radiographs and clinical data
A Tiulpin, S Klein, S Bierma-Zeinstra, J Thevenot, E Rahtu, J Meurs, ...
Scientific reports 9 (1), 1-11, 2019
85*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
562019
Automatic grading of individual knee osteoarthritis features in plain radiographs using deep convolutional neural networks
A Tiulpin, S Saarakkala
Diagnostics 10 (11), 932, 2020
462020
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/CVF International Conference on Computer Vision …, 2019
452019
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
392017
Kneel: knee anatomical landmark localization using hourglass networks
A Tiulpin, I Melekhov, S Saarakkala
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
252019
Deep learning identifies morphological features in breast cancer predictive of cancer ERBB2 status and trastuzumab treatment efficacy
D Bychkov, N Linder, A Tiulpin, H Kücükel, M Lundin, S Nordling, H Sihto, ...
Scientific reports 11 (1), 1-10, 2021
192021
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 28 (7), 941-952, 2020
172020
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 28 (7), 897-906, 2020
142020
Breast tumor cellularity assessment using deep neural networks
A Rakhlin, A Tiulpin, AA Shvets, AA Kalinin, VI Iglovikov, S Nikolenko
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
142019
Semixup: In- and Out-of-Manifold Regularization for Deep Semi-Supervised Knee Osteoarthritis Severity Grading From Plain Radiographs
HH Nguyen, S Saarakkala, MB Blaschko, A Tiulpin
IEEE Transactions on Medical Imaging 39 (12), 4346-4356, 2020
102020
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
102020
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 28 (8), 1133-1144, 2020
82020
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
82020
Critical evaluation of deep neural networks for wrist fracture detection
AM Raisuddin, E Vaattovaara, M Nevalainen, M Nikki, E Järvenpää, ...
Scientific reports 11 (1), 1-11, 2021
62021
Automated analysis of rabbit knee calcified cartilage morphology using micro‐computed tomography and deep learning
SJO Rytky, L Huang, P Tanska, A Tiulpin, E Panfilov, W Herzog, ...
Journal of anatomy 239 (2), 251-263, 2021
42021
CLIMAT: Clinically-Inspired Multi-Agent Transformers for Knee Osteoarthritis Trajectory Forecasting
HH Nguyen, S Saarakkala, MB Blaschko, A Tiulpin
2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 1-5, 2022
2*2022
Acoustic emissions and kinematic instability of the osteoarthritic knee joint: comparison with radiographic findings
MT Nevalainen, O Veikkola, J Thevenot, A Tiulpin, J Hirvasniemi, ...
Scientific Reports 11 (1), 1-9, 2021
22021
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Articles 1–20