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IEEE Journal of Biomedical and Health Informatics|March 3, 2025
End-To-End Prediction of Knee Osteoarthritis Progression With Multimodal TransformersEgor Panfilov, Simo Saarakkala, Miika T Nieminen, et al.IEEE Journal of Biomedical and Health Informatics|June 18, 2026
Toward Cost-efficient Adaptive Clinical Trials in Knee Osteoarthritis with Reinforcement LearningKhanh Nguyen, Huy Hoang Nguyen, Egor Panfilov, et al.Journal of Orthopaedic Research : Official Publication of the Orthopaedic Research Society|February 7, 2024
Deep learning based detection of osteophytes in radiographs and magnetic resonance imagings of the knee using 2D and 3D morphologyMitra Daneshmand, Egor Panfilov, Neslihan Bayramoglu, et al.Journal of Orthopaedic Research : Official Publication of the Orthopaedic Research Society|July 29, 2021
Deep learning-based segmentation of knee MRI for fully automatic subregional morphological assessment of cartilage tissues: Data from the Osteoarthritis InitiativeEgor Panfilov, Aleksei Tiulpin, Miika T Nieminen, et al.Iscience|December 17, 2025
Uterine collagen deposition fluctuates throughout the estrous cycle and provides a scaffold for gland visualization via the SHG-casting methodAudrey Savolainen, Huy Hoang Nguyen, Egor Panfilov, et al.Osteoarthritis and Cartilage Open|March 6, 2025
Kellgren-Lawrence grading of knee osteoarthritis using deep learning: Diagnostic performance with external dataset and comparison with four readersElias Vaattovaara, Egor Panfilov, Aleksei Tiulpin, et al.Archives of Osteoporosis|May 14, 2025
Total radius BMD correlates with the hip and lumbar spine BMD among post-menopausal patients with fragility wrist fracture in a machine learning modelTapio Ruotsalainen, Egor Panfilov, Jerome Thevenot, et al.Journal of Orthopaedic Research : Official Publication of the Orthopaedic Research Society|February 13, 2022
Predicting osteoarthritis onset and progression with 3D texture analysis of cartilage MRI DESS: 6-Year data from osteoarthritis initiativeAri Väärälä, Victor Casula, Arttu Peuna, et al.Scandinavian Journal of Medicine & Science in Sports|August 31, 2024
External Focus of Attention Reduces Cartilage Load During Drop LandingsLukáš Slovák, Egor Panfilov, David Zahradník, et al.Spine|December 18, 2023
Semiautomatic Assessment of Facet Tropism From Lumbar Spine MRI Using Deep Learning: A Northern Finland Birth Cohort StudyNarasimharao Kowlagi, Antti Kemppainen, Egor Panfilov, et al.Pageof 2