Cargando…

Prediction of total knee replacement using deep learning analysis of knee MRI

Current methods for assessing knee osteoarthritis (OA) do not provide comprehensive information to make robust and accurate outcome predictions. Deep learning (DL) risk assessment models were developed to predict the progression of knee OA to total knee replacement (TKR) over a 108-month follow-up p...

Descripción completa

Detalles Bibliográficos
Autores principales:	Rajamohan, Haresh Rengaraj, Wang, Tianyu, Leung, Kevin, Chang, Gregory, Cho, Kyunghyun, Kijowski, Richard, Deniz, Cem M.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10147603/ https://www.ncbi.nlm.nih.gov/pubmed/37117260 http://dx.doi.org/10.1038/s41598-023-33934-1

Ejemplares similares

Deep Learning Predicts Total Knee Replacement from Magnetic Resonance Images
por: Tolpadi, Aniket A., et al.
Publicado: (2020)

Predictive value of magnetic resonance imaging (MRI) measures for the occurrence of total knee arthroplasty in knee osteoarthritis
por: Chen, Tianyu, et al.
Publicado: (2020)

Comparison of Frequency and Morbidity of Unilateral Total Knee Replacement Versus Simultaneous Bilateral Total Knee Replacement
por: Arif, Muhammad Asad, et al.
Publicado: (2022)

Understanding the human knee and its relationship to total knee replacement
por: Vaienti, Enrico, et al.
Publicado: (2017)

Medial femorotibial osteoarthritis of the knee: total or partial knee replacement?
por: Argenson, Jean-Noel A., et al.
Publicado: (2020)

Severe Heterotopic Ossification following Total Knee Replacement
por: Dodds, Alexander L., et al.
Publicado: (2014)

Changing trends in total knee replacement
por: Goudie, Ewan B., et al.
Publicado: (2017)

Total Knee Replacement in alkaptonuric ochronosis
por: Pesciallo, Cesar, et al.
Publicado: (2022)

An Unusual Cause of Lateral Knee Pain following Total Knee Replacement
por: Barr, Lynne, et al.
Publicado: (2011)

The effects of standing balance in anteroposterior and mediolateral directions on knee strengthening in post-total knee replacement
por: Lim, Sung-Joon, et al.
Publicado: (2016)

Cost, safety, and rehabilitation of same-stage, bilateral total knee replacements compared to two-stage total knee replacements
por: Wan, Raymond C. W., et al.
Publicado: (2021)

Unicondylar knee replacement versus total knee replacement for the treatment of medial knee osteoarthritis: a systematic review and meta-analysis
por: Deng, Meichao, et al.
Publicado: (2021)

Pulmonary and Cerebral Fat Embolism Syndrome After Total Knee Replacement
por: Yeo, Soo Hyun, et al.
Publicado: (2013)

Total Hip and Knee Replacement in the Mature Athlete
por: Bloomfield, Michael R., et al.
Publicado: (2014)

Postoperative Autologous Reinfusion in Total Knee Replacement
por: Crescibene, A., et al.
Publicado: (2015)

Current Controversies of Alignment in Total Knee Replacements
por: Donaldson, James, et al.
Publicado: (2015)

Kneeling ability after total knee replacement
por: Wylde, Vikki, et al.
Publicado: (2019)

Plastics in Total Knee Replacement: Processing to Performance
por: Cheppalli, Naga, et al.
Publicado: (2021)

Should we replace the patella during total knee replacement?
por: Atik, O. Şahap, et al.
Publicado: (2022)

How balanced is the knee when we start a total knee replacement?
por: McAuliffe, MJ, et al.
Publicado: (2017)

Manipulation under Anesthesia for Stiffness of the Knee Joint after Total Knee Replacement
por: Randsborg, Per-Henrik, et al.
Publicado: (2020)

Do Knee Pain Phenotypes Have Different Risks of Total Knee Replacement?
por: Pan, Feng, et al.
Publicado: (2020)

Biomechanical Considerations in the Design of High-Flexion Total Knee Replacements
por: Cheng, Cheng-Kung, et al.
Publicado: (2014)

Does using a femoral nerve block for total knee replacement decrease postoperative delirium?
por: Kinjo, Sakura, et al.
Publicado: (2012)

Learning curve of the 67 steps of conventional total knee replacement: an experimental study
por: Hafez, Mahmoud A., et al.
Publicado: (2023)

Association of the Comprehensive Care for Joint Replacement Model With Disparities in the Use of Total Hip and Total Knee Replacement
por: Thirukumaran, Caroline P., et al.
Publicado: (2021)

Hinged Total Knee Replacement for an Arthritic Knee Following a Neglected Knee Dislocation: A Case Report
por: Ramanath, Sharath Kittanakere, et al.
Publicado: (2020)

Anterior cruciate ligament integrity in osteoarthritis of the knee in patients undergoing total knee replacement
por: Douglas, M. J. M., et al.
Publicado: (2010)

Autograft reconstructions for bone defects in primary total knee replacement in severe varus knees
por: Kharbanda, Yatinder, et al.
Publicado: (2014)

Attitudes to knee osteoarthritis and total knee replacement in Arab women: a qualitative study
por: Al-Taiar, Abdullah, et al.
Publicado: (2013)

Incidence of Total Knee Replacement after Knee Arthroscopy over the age of 50 years.
por: Robinson, Mr Tony, et al.
Publicado: (2017)

Degree of coronal alignment correction can’t predict knee function in total knee replacement
por: Zhu, Shibai, et al.
Publicado: (2021)

Knee biomechanics of patients with total knee replacement during downhill walking on different slopes
por: Wen, Chen, et al.
Publicado: (2022)

Above-Knee Amputation After Total Knee Replacement Infection: The Unfortunate End of an Odyssey
por: Savvidis, Ioannis, et al.
Publicado: (2023)

Deep Learning-Based Multimodal 3 T MRI for the Diagnosis of Knee Osteoarthritis
por: Hu, Yong, et al.
Publicado: (2022)

The role of the posterior cruciate ligament in total knee replacement
por: Ritter, M. A., et al.
Publicado: (2012)

The Utility of Outcome Measures in Total Knee Replacement Surgery
por: Dowsey, Michelle M., et al.
Publicado: (2013)

Results of total knee replacement with/without resurfacing of the patella
por: Khan, Abdul, et al.
Publicado: (2012)

Value-based procurement of prostheses for total knee replacement
por: Messori, Andrea, et al.
Publicado: (2018)

Minimally invasive total knee replacement: techniques and results
por: Picard, Frederic, et al.
Publicado: (2018)

Cannot write session to /tmp/vufind_sessions/sess_h8uj3imh9dfl0p6q7gqvefj5ql