Tiulpin, Aleksei

Publications

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selected publications

An Unsupervised Learning Approach for Multimodal Low Back Pain Stratification. Spine. 2025 Academic Article GET IT
Uterine collagen deposition fluctuates throughout the estrous cycle and provides a scaffold for gland visualization via the SHG-casting method. iScience. 2025 Academic Article GET IT
End-to-End Prediction of Knee Osteoarthritis Progression With Multimodal Transformers. IEEE journal of biomedical and health informatics. 2025 Academic Article GET IT
Times cited: 4
Open Lumbar Spine Image Analysis: A 3D Slicer Extension for Segmentation, Grading, and Intervertebral Disc Height Index With Multi-Data Set Validation. Spine. 2025 Academic Article GET IT
Robust Radiomic Signatures of Intervertebral Disc Degeneration From MRI. Spine. 2025 Academic Article GET IT
Times cited: 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. Archives of osteoporosis. 2025 Academic Article GET IT
Kellgren-Lawrence grading of knee osteoarthritis using deep learning: Diagnostic performance with external dataset and comparison with four readers. Osteoarthritis and cartilage open. 2025 Academic Article GET IT
Times cited: 8
Understanding metric-related pitfalls in image analysis validation. 2024 GET IT
Clinical Super-Resolution Computed Tomography of Bone Microstructure: Application in Musculoskeletal and Dental Imaging. Annals of biomedical engineering. 2024 Academic Article GET IT
Times cited: 9
Metrics reloaded: recommendations for image analysis validation. Nature methods. 2024 Review GET IT
Times cited: 253
Understanding metric-related pitfalls in image analysis validation. Nature methods. 2024 Review GET IT
Times cited: 96
Clinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting From Multimodal Data. IEEE transactions on medical imaging. 2024 Academic Article GET IT
Times cited: 19
Semiautomatic Assessment of Facet Tropism From Lumbar Spine MRI Using Deep Learning: A Northern Finland Birth Cohort Study. Spine. 2023 Academic Article GET IT
Times cited: 4
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 Academic Article GET IT
Times cited: 14
Predicting total knee arthroplasty from ultrasonography using machine learning. Osteoarthritis and cartilage open. 2022 Academic Article GET IT
Times cited: 10
Quantification of Upper Limb Movements in Patients with Hereditary or Idiopathic Ataxia. Cerebellum (London, England). 2022 Academic Article GET IT
Times cited: 5
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. 2022 Academic Article GET IT
Times cited: 35
Outcome and Biomarker Supervised Deep Learning for Survival Prediction in Two Multicenter Breast Cancer Series. Journal of pathology informatics. 2022 Academic Article GET IT
Times cited: 11
Acoustic emissions and kinematic instability of the osteoarthritic knee joint: comparison with radiographic findings. Scientific reports. 2021 Academic Article GET IT
Times cited: 19
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 : official publication of the Orthopaedic Research Society. 2021 Academic Article GET IT
Times cited: 46
Automated analysis of rabbit knee calcified cartilage morphology using micro-computed tomography and deep learning. Journal of anatomy. 2021 Academic Article GET IT
Times cited: 13
Critical evaluation of deep neural networks for wrist fracture detection. Scientific reports. 2021 Academic Article GET IT
Times cited: 67
Deep learning identifies morphological features in breast cancer predictive of cancer ERBB2 status and trastuzumab treatment efficacy. Scientific reports. 2021 Academic Article GET IT
Times cited: 55
Semixup: In- and Out-of-Manifold Regularization for Deep Semi-Supervised Knee Osteoarthritis Severity Grading From Plain Radiographs. IEEE transactions on medical imaging. 2020 Academic Article GET IT
Times cited: 46
Automatic Grading of Individual Knee Osteoarthritis Features in Plain Radiographs Using Deep Convolutional Neural Networks. Diagnostics (Basel, Switzerland). 2020 Academic Article GET IT
Times cited: 101
Automating three-dimensional osteoarthritis histopathological grading of human osteochondral tissue using machine learning on contrast-enhanced micro-computed tomography. Osteoarthritis and cartilage. 2020 Academic Article GET IT
Times cited: 15
Adaptive segmentation of knee radiographs for selecting the optimal ROI in texture analysis. Osteoarthritis and cartilage. 2020 Academic Article GET IT
Times cited: 29
Development of osteoarthritis in patients with degenerative meniscal tears treated with exercise therapy or surgery: a randomized controlled trial. Osteoarthritis and cartilage. 2020 Academic Article GET IT
Times cited: 34
Multimodal Machine Learning-based Knee Osteoarthritis Progression Prediction from Plain Radiographs and Clinical Data. Scientific reports. 2019 Academic Article GET IT
Times cited: 203
Gray Matter Age Prediction as a Biomarker for Risk of Dementia. Proceedings of the National Academy of Sciences of the United States of America. 2019 Academic Article GET IT
Times cited: 160
Detection of experimental cartilage damage with acoustic emissions technique: An in vitro equine study. Equine veterinary journal. 2019 Academic Article GET IT
Times cited: 3
Automatic Knee Osteoarthritis Diagnosis from Plain Radiographs: A Deep Learning-Based Approach. Scientific reports. 2018 Academic Article GET IT
Times cited: 510

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Background

education and training

Ph.D., University of Oulu (Finland) 2020
M.Sc., Northern (Arctic) Federal University (Russia) 2015

Contact

full name

Aleksei Tiulpin

primary email

alt4026@med.cornell.edu

VIVO Weill Cornell Medical College

Aleksei Tiulpin Assistant Professor of Artificial Intelligence in Radiology

Publications

selected publications

Background

education and training

Contact

full name

primary email