A novel image-based machine learning model with superior accuracy and predictability for knee arthroplasty loosening detection and clinical decision making

[1]  J. Griffith,et al.  Avulsion Fracture of Bicruciate Ligament and Patellar Tendon in Bicruciate-Retaining Total Knee Arthroplasty , 2022, Arthroplasty today.

[2]  K. Ho,et al.  Traditional Chinese-Hong Kong version of Forgotten Joint Score-12 (FJS-12) for patients with osteoarthritis of the knee underwent joint replacement surgery: cross-cultural and sub-cultural adaptation, and validation , 2022, BMC Musculoskeletal Disorders.

[3]  V. Wong,et al.  Novel machine learning models outperform risk scores in predicting hepatocellular carcinoma in patients with chronic viral hepatitis , 2022, JHEP reports : innovation in hepatology.

[4]  K. Smetana,et al.  Machine Learning in Action: Stroke Diagnosis and Outcome Prediction , 2021, Frontiers in Neurology.

[5]  Ng Jonathan Patrick,et al.  No difference in long-term functional outcomes or survivorship after total knee arthroplasty with or without computer navigation: a 17-year survivorship analysis , 2021, Knee Surgery & Related Research.

[6]  P. Palanisamy,et al.  Diabetic retinopathy classification based on multipath CNN and machine learning classifiers , 2021, Physical and Engineering Sciences in Medicine.

[7]  L. C. Lau,et al.  Tibial cutting guide (resector) holding pins position and subsequent risks of periprosthetic fracture in unicompartmental knee arthroplasty: a finite element analysis study , 2021, Journal of Orthopaedic Surgery and Research.

[8]  L. Qin,et al.  Synergistic effects of magnesium ions and simvastatin on attenuation of high-fat diet-induced bone loss , 2021, Bioactive materials.

[9]  A. Butler,et al.  Multi-energy spectral photon-counting computed tomography (MARS) for detection of arthroplasty implant failure , 2021, Scientific Reports.

[10]  Dong Jin Lee,et al.  Evaluation of Combined Cancer Markers With Lactate Dehydrogenase and Application of Machine Learning Algorithms for Differentiating Benign Disease From Malignant Ovarian Cancer , 2021, Cancer control : journal of the Moffitt Cancer Center.

[11]  L. Qin,et al.  Combination of magnesium ions and vitamin C alleviates synovitis and osteophyte formation in osteoarthritis of mice , 2020, Bioactive materials.

[12]  Lior Rokach,et al.  A Machine-Learning Model for Automatic Detection of Movement Compensations in Stroke Patients , 2020, IEEE Transactions on Emerging Topics in Computing.

[13]  K. Chiu,et al.  Satisfactory long-term survival, functional and radiological outcomes of open-wedge high tibial osteotomy for managing knee osteoarthritis: Minimum 10-year follow-up study , 2020, Journal of orthopaedic translation.

[14]  J. P. Ng,et al.  Does component axial rotational alignment affect clinical outcomes in Oxford unicompartmental knee arthroplasty? , 2020, The Knee.

[15]  J. Qin,et al.  Population-Based and Personalized Design of Total Knee Replacement Prosthesis for Additive Manufacturing Based on Chinese Anthropometric Data , 2020 .

[16]  L. C. Lau,et al.  Can accuracy of component alignment be improved with Oxford UKA Microplasty® instrumentation? , 2020, Journal of Orthopaedic Surgery and Research.

[17]  R. Hoffmann,et al.  The projected volume of primary and revision total knee arthroplasty will place an immense burden on future health care systems over the next 30 years , 2020, Knee Surgery, Sports Traumatology, Arthroscopy.

[18]  M. Ding,et al.  Vascular endothelial growth factor for in vivo bone formation: A systematic review , 2020, Journal of orthopaedic translation.

[19]  Yang-Jae Kang,et al.  Machine learning–based identification of hip arthroplasty designs , 2019, Journal of orthopaedic translation.

[20]  Pheng-Ann Heng,et al.  CANet: Cross-Disease Attention Network for Joint Diabetic Retinopathy and Diabetic Macular Edema Grading , 2019, IEEE Transactions on Medical Imaging.

[21]  Valentina Pedoia,et al.  Incremental inputs improve the automated detection of implant loosening using machine-learning algorithms. , 2020, The bone & joint journal.

[22]  Jian-kun Xu,et al.  The efficacy and safety of denosumab in postmenopausal women with osteoporosis previously treated with bisphosphonates: A review , 2019, Journal of orthopaedic translation.

[23]  Sheng Zhao,et al.  Surface Engineering of Biodegradable Magnesium Alloys for Enhanced Orthopedic Implants. , 2019, Small.

[24]  L. Barnsley,et al.  Detection of aseptic loosening in total knee replacements: a systematic review and meta-analysis , 2019, Skeletal Radiology.

[25]  Tareq Abed Mohammed,et al.  Understanding of a convolutional neural network , 2017, 2017 International Conference on Engineering and Technology (ICET).

[26]  K. Samuelsson,et al.  No difference between cemented and cementless total knee arthroplasty in young patients: a review of the evidence , 2017, Knee Surgery, Sports Traumatology, Arthroscopy.

[27]  François Chollet,et al.  Xception: Deep Learning with Depthwise Separable Convolutions , 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

[28]  L. Qin,et al.  Atypical femoral fractures and current management , 2016, Journal of orthopaedic translation.

[29]  Kwok-Sui Leung,et al.  Housing design and testing of a surgical robot developed for orthopaedic surgery , 2016, Journal of orthopaedic translation.

[30]  J. Parvizi,et al.  Why are total knee arthroplasties failing today--has anything changed after 10 years? , 2014, The Journal of arthroplasty.

[31]  S. Kurtz,et al.  Projections of primary and revision hip and knee arthroplasty in the United States from 2005 to 2030. , 2007, The Journal of bone and joint surgery. American volume.