Aleksei Tiulpin

3.0k citations

51 papers · 1.4k indexed · 2 hit papers · h-index 16

Rheumatology top 2%
Radiology, Nuclear Medicine and Imaging top 5%
Biomedical Engineering top 10%
Surgery top 10%
Artificial Intelligence top 5%

Co-authors: Simo Saarakkala Esa Rahtu Jérôme Thevenot Petri Lehenkari Stefan Klein Miika T. Nieminen Edwin H. G. Oei Joyce B. J. van Meurs
Topics: Osteoarthritis Treatment and Mechanisms (26 papers)Medical Imaging and Analysis (14 papers)Total Knee Arthroplasty Outcomes (8 papers)
Cited by: Health Informatics Rheumatology Radiology, Nuclear Medicine and Imaging
Journals: Proceedings of the National Academy of SciencesSHILAP Revista de lepidopterologíaScientific Reports
Partner nations: Finland Netherlands Belgium

In The Last Decade

Aleksei Tiulpin

46 papers receiving 1.3k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Automatic knee osteoarthritis diagnosis from plain radiographs:a deep learning-based approach

2018 407 citations Aleksei Tiulpin, Jérôme Thevenot et al. University of Oulu Repository (University of Oulu) profile →
Multimodal machine learning-based knee osteoarthritis progression prediction from plain radiographs and clinical data

2019 183 citations Aleksei Tiulpin, Stefan Klein et al. University of Oulu Repository (University of Oulu) profile →

Peers

Countries citing papers authored by Aleksei Tiulpin

Since Specialization

Citations

This map shows the geographic impact of Aleksei Tiulpin's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Aleksei Tiulpin with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Aleksei Tiulpin more than expected).

Fields of papers citing papers by Aleksei Tiulpin

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Aleksei Tiulpin. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Aleksei Tiulpin. The network helps show where Aleksei Tiulpin may publish in the future.

Co-authorship network of co-authors of Aleksei Tiulpin

This figure shows the co-authorship network connecting the top 25 collaborators of Aleksei Tiulpin. A scholar is included among the top collaborators of Aleksei Tiulpin based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Aleksei Tiulpin. Aleksei Tiulpin is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Total radius BMD correlates with the hip and lumbar spine BMD among post-menopausal patients with fragility wrist fracture in a machine learning model 2025 ·Archives of Osteoporosis ·(unknown),(unknown),Jérôme Thevenot,Aleksei Tiulpin,Simo Saarakkala,Jaakko Niinimäki,Petri Lehenkari,Maarit Valkealahti	0
2	Robust Radiomic Signatures of Intervertebral Disc Degeneration From MRI 2025 ·Spine ·(unknown),Aleksei Tiulpin,(unknown),Juhani Määttä,Jaro Karppinen,Simo Saarakkala	1
3	Kellgren-Lawrence grading of knee osteoarthritis using deep learning: Diagnostic performance with external dataset and comparison with four readers 2025 ·Osteoarthritis and Cartilage Open ·(unknown),(unknown),Aleksei Tiulpin,Tuukka Niinimäki,Jaakko Niinimäki,Simo Saarakkala,Mika Nevalainen	3
4	Clinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting From Multimodal Data 2023 ·IEEE Transactions on Medical Imaging ·(unknown),Matthew B. Blaschko,Simo Saarakkala,Aleksei Tiulpin	19
5	A Stronger Baseline For Automatic Pfirrmann Grading Of Lumbar Spine Mri Using Deep Learning 2023 ·(unknown),Nguyễn Huy Hoàng,(unknown),Simo Saarakkala,Juhani Määttä,Jaro Karppinen,Aleksei Tiulpin	2
6	External Validation of SpineNet, an Open-Source Deep Learning Model for Grading Lumbar Disk Degeneration MRI Features, Using the Northern Finland Birth Cohort 1966 2022 ·Spine ·(unknown),Aleksei Tiulpin,Simo Saarakkala,Jaakko Niinimäki,(unknown),Amir Jamaludin,Timor Kadir,Jaro Karppinen,Juhani Määttä	11
7	Quantification of Upper Limb Movements in Patients with Hereditary or Idiopathic Ataxia 2022 ·The Cerebellum ·(unknown),Aleksei Tiulpin,Kari Majamaa,Harri Rusanen	4
8	Predicting total knee arthroplasty from ultrasonography using machine learning 2022 ·SHILAP Revista de lepidopterología ·Aleksei Tiulpin,Simo Saarakkala,Alexander Mathiessen,Hilde Berner Hammer,Ove Furnes,Lars Nordsletten,Martin Englund,Karin Magnusson	12
9	Critical evaluation of deep neural networks for wrist fracture detection 2021 ·University of Oulu Repository (University of Oulu) ·(unknown),(unknown),Mika Nevalainen,(unknown),(unknown),(unknown),Pekka Pinola,(unknown),(unknown),Osmo Tervonen,Aleksei Tiulpin	57
10	Automated analysis of rabbit knee calcified cartilage morphology using micro‐computed tomography and deep learning 2021 ·Journal of Anatomy ·(unknown),(unknown),Petri Tanska,Aleksei Tiulpin,(unknown),Walter Herzog,Rami K. Korhonen,Simo Saarakkala,Mikko Finnilä	14
11	Automatic Grading of Individual Knee Osteoarthritis Features in Plain Radiographs Using Deep Convolutional Neural Networks 2020 ·MDPI (MDPI AG) ·Aleksei Tiulpin,Simo Saarakkala	87
12	Semixup: In- and Out-of-Manifold Regularization for Deep Semi-Supervised Knee Osteoarthritis Severity Grading From Plain Radiographs 2020 ·IEEE Transactions on Medical Imaging ·(unknown),Simo Saarakkala,Matthew B. Blaschko,Aleksei Tiulpin	37
13	Knee osteoarthritis development five years following arthroscopic partial meniscectomy or exercise therapy for degenerative meniscal tears: the odense-oslo meniscectomy versus exercise trial 2020 ·Osteoarthritis and Cartilage ·Bjørnar Berg,Ewa M. Roos,Martin Englund,Nina Jullum Kise,Aleksei Tiulpin,Simo Saarakkala,Lars Engebretsen,(unknown),Inger Holm,May Arna Risberg	1
14	Multimodal machine learning-based knee osteoarthritis progression prediction from plain radiographs and clinical databreakdown → 2019 ·University of Oulu Repository (University of Oulu) ·Aleksei Tiulpin,Stefan Klein,Sita Bierma‐Zeinstra,Jérôme Thevenot,Esa Rahtu,Joyce B. J. van Meurs,Edwin H. G. Oei,Simo Saarakkala	183
15	Kneel:knee anatomical landmark localization using hourglass networks 2019 ·University of Oulu Repository (University of Oulu) ·Aleksei Tiulpin,Iaroslav Melekhov,Simo Saarakkala	26
16	Improving robustness of deep learning based knee MRI segmentation:mixup and adversarial domain adaptation 2019 ·University of Oulu Repository (University of Oulu) ·(unknown),Aleksei Tiulpin,Stefan Klein,Miika T. Nieminen,Simo Saarakkala	49
17	Automatic knee cartilage and menisci segmentation from 3D-DESS MRI using deep semi-supervised learning 2019 ·Osteoarthritis and Cartilage ·(unknown),Aleksei Tiulpin,(unknown),Victor Casula,Miika T. Nieminen,Simo Saarakkala	3
18	Deep learning predicts knee osteoarthritis progression from plain radiographs 2019 ·Osteoarthritis and Cartilage ·Aleksei Tiulpin,Stefan Klein,S.M. Bierma-Zeinstra,Jérôme Thevenot,Joyce B. J. van Meurs,Edwin H. G. Oei,Simo Saarakkala	7
19	Automatic knee osteoarthritis diagnosis from plain radiographs:a deep learning-based approachbreakdown → 2018 ·University of Oulu Repository (University of Oulu) ·Aleksei Tiulpin,Jérôme Thevenot,Esa Rahtu,Petri Lehenkari,Simo Saarakkala	407
20	Acoustic emissions and kinetic instability as new clinical biomarkers to noninvasively assess knee osteoarthritis 2018 ·Osteoarthritis and Cartilage ·Aleksei Tiulpin,Jérôme Thevenot,Jukka Hirvasniemi,Jaakko Niinimäki,Simo Saarakkala	3

About Aleksei Tiulpin

Aleksei Tiulpin is a scholar working on Rheumatology, Health Informatics and Equine, having authored 51 papers that have together received 1.4k indexed citations. Recurring topics across this work include Osteoarthritis Treatment and Mechanisms (26 papers), Medical Imaging and Analysis (14 papers) and Total Knee Arthroplasty Outcomes (8 papers). The work is most often cited by research in Health Informatics (149 citations), Rheumatology (583 citations) and Radiology, Nuclear Medicine and Imaging (408 citations). Aleksei Tiulpin has collaborated with scholars based in Finland, Netherlands and Belgium. Frequent co-authors include Simo Saarakkala, Esa Rahtu, Jérôme Thevenot, Petri Lehenkari, Stefan Klein, Miika T. Nieminen, Edwin H. G. Oei, Joyce B. J. van Meurs, Sita Bierma‐Zeinstra and Iaroslav Melekhov. Their work appears in journals such as Proceedings of the National Academy of Sciences, SHILAP Revista de lepidopterología and Scientific Reports.

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