Kijowski, Richard

Publications

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selected publications

Robust Disease Prognosis via Diagnostic Knowledge Preservation: A Sequential Learning Approach. 2025 GET IT
MR-Transformer: A Vision Transformer-based Deep Learning Model for Total Knee Replacement Prediction Using MRI. Radiology. Artificial intelligence. 2025 Academic Article GET IT
Visual-language artificial intelligence system for knee radiograph diagnosis and interpretation: a collaborative system with humans. Radiology advances. 2025 Academic Article GET IT
Estimation of time-to-total knee replacement surgery with multimodal modeling and artificial intelligence. Computers in biology and medicine. 2025 Academic Article GET IT
A Progressive Risk Formulation for Enhanced Deep Learning based Total Knee Replacement Prediction in Knee Osteoarthritis. 2025 GET IT
Deep Learning Superresolution for Simultaneous Multislice Parallel Imaging-Accelerated Knee MRI Using Arthroscopy Validation. Radiology. 2025 Academic Article GET IT
Times cited: 9
Estimating time-to-total knee replacement on radiographs and MRI: a multimodal approach using self-supervised deep learning. Radiology advances. 2024 Academic Article GET IT
Radiomics features outperform standard radiological measurements in detecting femoroacetabular impingement on three-dimensional magnetic resonance imaging. Journal of orthopaedic research : official publication of the Orthopaedic Research Society. 2024 Academic Article GET IT
Times cited: 4
Relationships between quantitative magnetic resonance imaging measures at the time of return to sport and clinical outcomes following acute hamstring strain injury. Journal of biomechanics. 2024 Academic Article GET IT
Platelet-rich plasma for patellar tendinopathy: a randomized controlled trial correlating clinical outcomes and quantitative imaging. Radiology advances. 2024 Academic Article GET IT
Artificial intelligence in musculoskeletal imaging: realistic clinical applications in the next decade. Skeletal radiology. 2024 Review GET IT
Times cited: 5
Biomarkers in Musculoskeletal Imaging. Seminars in musculoskeletal radiology. 2024 Academic Article GET IT
Imaging Biomarkers of Osteoarthritis. Seminars in musculoskeletal radiology. 2024 Review GET IT
Times cited: 7
Diffusion tensor imaging of hamstring muscles after acute strain injury and throughout recovery in collegiate athletes. Skeletal radiology. 2024 Academic Article GET IT
Times cited: 1
Association of quantitative diffusion tensor imaging measures with time to return to sport and reinjury incidence following acute hamstring strain injury. Journal of biomechanics. 2024 Academic Article GET IT
Times cited: 4
The impact of data augmentation and transfer learning on the performance of deep learning models for the segmentation of the hip on 3D magnetic resonance images. Informatics in medicine unlocked. 2024 Academic Article GET IT
Times cited: 9
Erratum for: How AI May Transform Musculoskeletal Imaging. 2024 GET IT
How AI May Transform Musculoskeletal Imaging. Radiology. 2024 Review GET IT
Times cited: 29
Repeatability of Quantitative Knee Cartilage T₁, T₂, and T_1ρ Mapping With 3D-MRI Fingerprinting. Journal of magnetic resonance imaging : JMRI. 2023 Academic Article GET IT
Times cited: 3
Age and Gender-Dependence of Single-and Bi-Exponential T_1ρ MR Parameters in Knee Ligaments. Journal of magnetic resonance imaging : JMRI. 2023 Academic Article GET IT
Times cited: 4
MRI radiomics for hamstring strain injury identification and return to sport classification: a pilot study. Skeletal radiology. 2023 Academic Article GET IT
Times cited: 2
Genicular Artery Embolization for Treatment of Knee Osteoarthritis: Interim Analysis of a Prospective Pilot Trial Including Effect on Serum Osteoarthritis-Associated Biomarkers. Journal of vascular and interventional radiology : JVIR. 2023 Academic Article GET IT
Times cited: 22
Characterization of Age-Related and Sex-Related Differences of Relaxation Parameters in the Intervertebral Disc Using MR-Fingerprinting. Journal of magnetic resonance imaging : JMRI. 2023 Academic Article GET IT
Times cited: 6
Age and gender differences in lumbar intervertebral disk strain using mechanical loading magnetic resonance imaging. NMR in biomedicine. 2023 Academic Article GET IT
Prediction of total knee replacement using deep learning analysis of knee MRI. Scientific reports. 2023 Academic Article GET IT
Times cited: 23
Updates on Compositional MRI Mapping of the Cartilage: Emerging Techniques and Applications. Journal of magnetic resonance imaging : JMRI. 2023 Review GET IT
Times cited: 28
A radiomics approach to the diagnosis of femoroacetabular impingement. Frontiers in radiology. 2023 Academic Article GET IT
Times cited: 11
2D versus 3D MRI of osteoarthritis in clinical practice and research. Skeletal radiology. 2023 Review GET IT
Times cited: 14
Deep learning applications in osteoarthritis imaging. Skeletal radiology. 2023 Review GET IT
Times cited: 25
Genicular artery embolization for treatment of knee osteoarthritis pain: Systematic review and meta-analysis. Osteoarthritis and cartilage open. 2023 Review GET IT
Times cited: 41
Emerging Technology in Musculoskeletal MRI and CT. Radiology. 2022 Review GET IT
Times cited: 59
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
Age-Dependent Changes in Knee Cartilage T₁ , T₂ , and T_1p Simultaneously Measured Using MRI Fingerprinting. Journal of magnetic resonance imaging : JMRI. 2022 Academic Article GET IT
Times cited: 11
Radiomics and Deep Learning for Disease Detection in Musculoskeletal Radiology: An Overview of Novel MRI- and CT-Based Approaches. Investigative radiology. 2022 Academic Article GET IT
Times cited: 82
Imaging in Osteoarthritis. Osteoarthritis and cartilage. 2021 Review GET IT
Times cited: 64
3D MRI of Articular Cartilage. Seminars in musculoskeletal radiology. 2021 Review GET IT
Times cited: 18
Standardization of Compositional MRI of Knee Cartilage: Why and How. Radiology. 2021 Editorial Article GET IT
Times cited: 3
Assessing collagen alterations in enzymatic degradation models of osteoarthritis via second harmonic generation microscopy. Osteoarthritis and cartilage. 2021 Academic Article GET IT
Times cited: 4
Artificial intelligence in musculoskeletal imaging: a perspective on value propositions, clinical use, and obstacles. Skeletal radiology. 2021 Review GET IT
Times cited: 35
Deep learning approach to predict pain progression in knee osteoarthritis. Skeletal radiology. 2021 Academic Article GET IT
Times cited: 77
Magnetic resonance parameter mapping using model-guided self-supervised deep learning. Magnetic resonance in medicine. 2021 Academic Article GET IT
Times cited: 73
Bi-component T2 mapping correlates with articular cartilage material properties. Journal of biomechanics. 2020 Academic Article GET IT
Times cited: 5
Anterior Cruciate Ligament Graft Tunnel Placement and Graft Angle Are Primary Determinants of Internal Knee Mechanics After Reconstructive Surgery. The American journal of sports medicine. 2020 Academic Article GET IT
Times cited: 30
High-performance rapid MR parameter mapping using model-based deep adversarial learning. Magnetic resonance imaging. 2020 Academic Article GET IT
Times cited: 26
Rapid single scan ramped hybrid-encoding for bicomponent T2* mapping in a human knee joint: A feasibility study. NMR in biomedicine. 2020 Academic Article GET IT
Times cited: 7
State of the Art: Imaging of Osteoarthritis-Revisited 2020. Radiology. 2020 Review GET IT
Times cited: 117
SANTIS: Sampling-Augmented Neural neTwork with Incoherent Structure for MR image reconstruction. Magnetic resonance in medicine. 2020 Academic Article GET IT
Times cited: 85
Deep learning risk assessment models for predicting progression of radiographic medial joint space loss over a 48-MONTH follow-up period. Osteoarthritis and cartilage. 2020 Academic Article GET IT
Times cited: 55
Osteoarthritis year in review 2019: imaging. Osteoarthritis and cartilage. 2019 Review GET IT
Times cited: 45
Deep Learning for Lesion Detection, Progression, and Prediction of Musculoskeletal Disease. Journal of magnetic resonance imaging : JMRI. 2019 Review GET IT
Times cited: 91
Risks and Benefits of Intra-articular Corticosteroid Injection for Treatment of Osteoarthritis: What Radiologists and Patients Need to Know. Radiology. 2019 Editorial Article GET IT
Times cited: 14
Osteochondritis Dissecans of the Elbow in Children: MRI Findings of Instability. AJR. American journal of roentgenology. 2019 Academic Article GET IT
Times cited: 25
Fully Automated Diagnosis of Anterior Cruciate Ligament Tears on Knee MR Images by Using Deep Learning. Radiology. Artificial intelligence. 2019 Academic Article GET IT
Times cited: 137
Preoperative MRI Shoulder Findings Associated with Clinical Outcome 1 Year after Rotator Cuff Repair. Radiology. 2019 Academic Article GET IT
Times cited: 20
Cruciate ligament injuries of the knee: A meta-analysis of the diagnostic performance of 3D MRI. Journal of magnetic resonance imaging : JMRI. 2019 Review GET IT
Times cited: 26
MANTIS: Model-Augmented Neural neTwork with Incoherent k-space Sampling for efficient MR parameter mapping. Magnetic resonance in medicine. 2019 Academic Article GET IT
Times cited: 109
Diagnosis of Knee Meniscal Injuries by Using Three-dimensional MRI: A Systematic Review and Meta-Analysis of Diagnostic Performance. Radiology. 2018 Review GET IT
Times cited: 33
A deep learning approach for ¹⁸F-FDG PET attenuation correction. EJNMMI physics. 2018 Academic Article GET IT
Times cited: 115
Maturation-Related Changes in T2 Relaxation Times of Cartilage and Meniscus of the Pediatric Knee Joint at 3 T. AJR. American journal of roentgenology. 2018 Academic Article GET IT
Times cited: 9
Deep Learning Approach for Evaluating Knee MR Images: Achieving High Diagnostic Performance for Cartilage Lesion Detection. Radiology. 2018 Academic Article GET IT
Times cited: 233
Diagnostic Performance of Three-dimensional MRI for Depicting Cartilage Defects in the Knee: A Meta-Analysis. Radiology. 2018 Review GET IT
Times cited: 47
Deep convolutional neural network for segmentation of knee joint anatomy. Magnetic resonance in medicine. 2018 Academic Article GET IT
Times cited: 176
Juvenile Osteochondritis Dissecans: Cartilage T2 Mapping of Stable Medial Femoral Condyle Lesions. Radiology. 2018 Academic Article GET IT
Times cited: 24
American Society of Biomechanics Clinical Biomechanics Award 2017: Non-anatomic graft geometry is linked with asymmetric tibiofemoral kinematics and cartilage contact following anterior cruciate ligament reconstruction. Clinical biomechanics (Bristol, Avon). 2018 Academic Article GET IT
Times cited: 14

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Background

education and training

M.D., Loyola University 94
B.A., University of Chicago 1990

Contact

full name

Richard Kijowski

VIVO Weill Cornell Medical College

Richard Kijowski Professor of Radiology

Publications

selected publications

Background

education and training

Contact

full name