Aleksei Tiulpin
Aalto-yliopisto
H-index: 17
Europe-Finland
Top articles of Aleksei Tiulpin
Semiautomatic Assessment of Facet Tropism From Lumbar Spine MRI Using Deep Learning: A Northern Finland Birth Cohort Study
Spine
2024/5/1
Antti Kemppainen
H-Index: 8
Egor Panfilov
H-Index: 1
Jaakko Niinimäki
H-Index: 29
Aleksei Tiulpin
H-Index: 8
Consistent and Asymptotically Unbiased Estimation of Proper Calibration Errors
2024/4/18
Clinical super-resolution computed tomography of bone microstructure: application in musculoskeletal and dental imaging
Annals of Biomedical Engineering
2024/2/15
Metrics reloaded: recommendations for image analysis validation
2024/2/12
Florian Buettner
H-Index: 29
Ben Glocker
H-Index: 48
Michal Kozubek
H-Index: 16
Mauricio Reyes
H-Index: 3
Michael Baumgartner
H-Index: 21
Michela Antonelli
H-Index: 19
Tal Arbel
H-Index: 24
Arriel Benis
H-Index: 8
Keyvan Farahani
H-Index: 21
Luciana Ferrer
H-Index: 20
Adrian Galdran
H-Index: 17
Bram Van Ginneken
H-Index: 71
Robert Haase
H-Index: 10
Pierre Jannin
H-Index: 28
Bernhard Kainz
H-Index: 27
Florian Kofler
H-Index: 3
Geert Litjens
H-Index: 11
Felix Nickel
H-Index: 24
Jens Petersen
H-Index: 12
Maarten Van Smeden
H-Index: 20
Aleksei Tiulpin
H-Index: 8
Ben Van Calster
H-Index: 44
Understanding metric-related pitfalls in image analysis validation
2024/2/12
Michael Baumgartner
H-Index: 21
Michela Antonelli
H-Index: 19
Tal Arbel
H-Index: 24
Arriel Benis
H-Index: 8
Florian Buettner
H-Index: 29
Keyvan Farahani
H-Index: 21
Luciana Ferrer
H-Index: 20
Adrian Galdran
H-Index: 17
Bram Van Ginneken
H-Index: 71
Ben Glocker
H-Index: 48
Pierre Jannin
H-Index: 28
Bernhard Kainz
H-Index: 27
Florian Kofler
H-Index: 3
Michal Kozubek
H-Index: 16
Geert Litjens
H-Index: 11
Felix Nickel
H-Index: 24
Jens Petersen
H-Index: 12
Mauricio Reyes
H-Index: 3
Aleksei Tiulpin
H-Index: 8
Ben Van Calster
H-Index: 44
Beyond classification: Definition and density-based estimation of calibration in object detection
2024
Teodora Popordanoska
H-Index: 1
Aleksei Tiulpin
H-Index: 8
Quantification of Upper Limb Movements in Patients with Hereditary or Idiopathic Ataxia
The Cerebellum
2023/12
Aleksei Tiulpin
H-Index: 8
Clinically-inspired multi-agent transformers for disease trajectory forecasting from multimodal data
IEEE transactions on medical imaging
2023/9/6
Huy Hoang Nguyen
H-Index: 2
Aleksei Tiulpin
H-Index: 8
End-To-End Prediction of Knee Osteoarthritis Progression With Multi-Modal Transformers
arXiv preprint arXiv:2307.00873
2023/7/3
Egor Panfilov
H-Index: 1
Aleksei Tiulpin
H-Index: 8
MRI2Mesh: Intervertebral Disc Mesh Generation from Low Resolution MRI Using Graph Neural Networks with Cross Level Feature Fusion
2023
A Stronger Baseline For Automatic Pfirrmann Grading Of Lumbar Spine Mri Using Deep Learning
2023/4/18
Huy Hoang Nguyen
H-Index: 2
Aleksei Tiulpin
H-Index: 8
External validation of SpineNet, an open-source deep learning model for grading lumbar disk degeneration MRI features, using the Northern Finland birth cohort 1966
Spine
2022
Aleksei Tiulpin
H-Index: 8
Jaakko Niinimäki
H-Index: 29
Rhydian Windsor
H-Index: 1
Amir Jamaludin
H-Index: 8
Timor Kadir
H-Index: 20
The KNee OsteoArthritis Prediction (KNOAP2020) challenge: An image analysis challenge to predict incident symptomatic radiographic knee osteoarthritis from MRI and X-ray images
Osteoarthritis and cartilage
2023/1/1
Deep semi-supervised active learning for knee osteoarthritis severity grading
2022/3/28
Huy Hoang Nguyen
H-Index: 2
Aleksei Tiulpin
H-Index: 8
Predicting knee osteoarthritis progression from structural MRI using deep learning
2022/3/28
Egor Panfilov
H-Index: 1
Aleksei Tiulpin
H-Index: 8
Outcome and biomarker supervised deep learning for survival prediction in two multicenter breast cancer series
Journal of pathology informatics
2022/1/1
Predicting total knee arthroplasty from ultrasonography using machine learning
Osteoarthritis and Cartilage Open
2022/12/1
Aleksei Tiulpin
H-Index: 8
Alexander Mathiessen
H-Index: 9
Lars Nordsletten
H-Index: 37
Martin Englund
H-Index: 53
AdaTriplet: Adaptive gradient triplet loss with automatic margin learning for forensic medical image matching
2022/9/16
Greedy Bayesian posterior approximation with deep ensembles
arXiv preprint arXiv:2105.14275
2021/5/29
Aleksei Tiulpin
H-Index: 8
Deep learning‐based segmentation of knee MRI for fully automatic subregional morphological assessment of cartilage tissues: Data from the Osteoarthritis Initiative
Journal of Orthopaedic Research®
2022/5
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