Egor Panfilov

Improving robustness of deep learning based knee MRI segmentation:mixup and adversarial domain adaptation

Egor Panfilov, Aleksei Tiulpin, Stefan Klein et al. · University of Oulu Repository (University of Oulu) · 2019 · 82 citations

The KNee OsteoArthritis Prediction (KNOAP2020) challenge: An image analysis challenge to predict incident symptomatic radiographic knee osteoarthritis from MRI and X-ray images

Jukka Hirvasniemi, J. Runhaar, Rianne A. van der Heijden et al. · Osteoarthritis and Cartilage · 2022 · 55 citations · Full text

Deep learning‐based segmentation of knee MRI for fully automatic subregional morphological assessment of cartilage tissues: Data from the Osteoarthritis Initiative

Egor Panfilov, Aleksei Tiulpin, Miika T. Nieminen et al. · Journal of Orthopaedic Research® · 2021 · 53 citations · Full text

Automated analysis of rabbit knee calcified cartilage morphology using micro‐computed tomography and deep learning

S.J.O. Rytky, Lingwei Huang, Petri Tanska et al. · Journal of Anatomy · 2021 · 16 citations · Full text

Engineering, Biomedical Engineering, Orthopedic Biomechanics +18

Predicting Knee Osteoarthritis Progression from Structural MRI Using Deep Learning

Egor Panfilov, Simo Saarakkala, Miika T. Nieminen et al. · 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI) · 2022 · 14 citations · Full text

Structural Mri, Convolutional Neural Network, Progression Prediction +23