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Amer Sebaaly Department of Orthopedic Surgery, Hotel Dieu de France Hospital, Beirut, Lebanon
Faculty of Medicine, Saint Joseph University, Beirut, Lebanon

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Mohammad Daher Faculty of Medicine, Saint Joseph University, Beirut, Lebanon

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Bendy Salameh Faculty of Medicine, Saint Joseph University, Beirut, Lebanon

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Ali Ghoul Department of Orthopedic Surgery, Hotel Dieu de France Hospital, Beirut, Lebanon

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Samuel George Department of Orthopedic Surgery, Hotel Dieu de France Hospital, Beirut, Lebanon

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Sami Roukoz Department of Orthopedic Surgery, Hotel Dieu de France Hospital, Beirut, Lebanon
Faculty of Medicine, Saint Joseph University, Beirut, Lebanon

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in congenital deformities of 46% of the Cobb angle ( 79 ). Other studies showed a correction rate of 62 and 8% neurological complications and 2% spinal cord injury ( 80 ). Treatment algorithm Based on this review, we propose the following

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Mario Herrera-Pérez Foot and Ankle Unit, Orthopaedic Department, Hospital Universitario de Canarias, Tenerife, Spain
Department of Surgery, Universidad de La Laguna, Tenerife, Spain

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Victor Valderrabano Foot and Ankle Unit, Orthopaedic Department, Schmerzklinik, Basel, Switzerland
University of Basel, Basel, Switzerland

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Alexandre L Godoy-Santos Orthopaedic Department, Hospital Israelita, Sao Paulo, Brazil

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César de César Netto Director of the UIOWA Orthopedic Functional Imaging Research Laboratory (OFIRL), Iowa, USA
Department of Orthopedic and Rehabilitation, University of Iowa, Iowa, USA

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David González-Martín Foot and Ankle Unit, Orthopaedic Department, Hospital Universitario de Canarias, Tenerife, Spain
Department of Surgery, Universidad de La Laguna, Tenerife, Spain

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Sergio Tejero Foot and Ankle Unit, Hospital Universitario Virgen del Rocío, Sevilla, Spain
Department of Surgery, Universidad de Sevilla, Sevilla, Spain

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the dome of the talus 4 Obliteration of the whole joint space with complete bone contact Ankle osteoarthritis treatment Treatment relies on three main pillars ( 30 ) ( Fig. 3 ): Figure 3 Global treatment algorithm for

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Xue Ling Chong Centre Assal SA, Foot and Ankle Surgery Centre, La Colline, Geneva, Switzerland

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Lisca Drittenbass Centre Assal SA, Foot and Ankle Surgery Centre, La Colline, Geneva, Switzerland

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Victor Dubois-Ferriere Centre Assal SA, Foot and Ankle Surgery Centre, La Colline, Geneva, Switzerland

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Mathieu Assal Centre Assal SA, Foot and Ankle Surgery Centre, La Colline, Geneva, Switzerland

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even more challenging and more frequent. Various procedures have been described in the literature to address selected causes leading to this complication. However, to date, no comprehensive and extensive treatment algorithm has been published to help

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Amer Sebaaly School of Medicine, Saint Joseph University, Beirut, Lebanon
Orthopedic Department, Spine Unit, Hotel Dieu de France Hospital, Beirut, Lebanon

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Sarah Farjallah Orthopedic Department, Spine Unit, Hotel Dieu de France Hospital, Beirut, Lebanon

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Khalil Kharrat Orthopedic Department, Spine Unit, Hotel Dieu de France Hospital, Beirut, Lebanon

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Gaby Kreichati School of Medicine, Saint Joseph University, Beirut, Lebanon
Orthopedic Department, Spine Unit, Hotel Dieu de France Hospital, Beirut, Lebanon

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Mohammad Daher School of Medicine, Saint Joseph University, Beirut, Lebanon

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conservative and operative treatment ( 2 ). The purpose of this narrative review is to provide a treatment algorithm for this disease after reviewing its physiopathology. Etiology and pathophysiology Until now, the exact etiology of SK is still unknown

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David González-Martín Orthopedic Surgery and Traumatology Service, Hospital Universitario de Canarias, Tenerife, Spain
Universidad de La Laguna, Tenerife, Spain

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José Luis Pais-Brito Orthopedic Surgery and Traumatology Service, Hospital Universitario de Canarias, Tenerife, Spain
Universidad de La Laguna, Tenerife, Spain

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Sergio González-Casamayor Orthopedic Surgery and Traumatology Service, Hospital Universitario de Canarias, Tenerife, Spain

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Ayron Guerra-Ferraz Orthopedic Surgery and Traumatology Service, Hospital Universitario de Canarias, Tenerife, Spain

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Jorge Ojeda-Jiménez Orthopedic Surgery and Traumatology Service, Hospital Universitario de Canarias, Tenerife, Spain
Universidad de La Laguna, Tenerife, Spain

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Mario Herrera-Pérez Orthopedic Surgery and Traumatology Service, Hospital Universitario de Canarias, Tenerife, Spain
Universidad de La Laguna, Tenerife, Spain

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the stem ( 2 ). Although most orthopaedic surgeons use the Vancouver system as a reference, it is rarely used as a closed treatment algorithm ( 3 , 4 ). According to the authors of the Vancouver classification, ( 2 ) type A fractures can be treated

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Juan Ignacio Cirillo Hospital del Trabajador, Santiago, Chile
Clínica Universidad de los Andes, Santiago, Chile
Universidad Andrés Bello, Hospital del Trabajador, Facultad de Medicina, Santiago, Chile

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Guillermo A Ricciardi Centro Médico Integral Fitz Roy, Buenos Aires, Argentina
Sanatorio Güemes, Buenos Aires, Argentina
Hospital General de Agudos Dr. Teodoro Álvarez, Buenos Aires, Argentina

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Facundo Lisandro Alvarez Lemos Hospital Roberto del Río, Santiago, Chile

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Alfredo Guiroy Elite Spine Health and Wellness Center, Florida, USA

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Ratko Yurac Department of Orthopedic and Traumatology, University del Desarrollo, Santiago, Chile
Spine Unit, Department of Traumatology, Clínica Alemana, Santiago, Chile

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Klaus Schnake Center for Spinal and Scoliosis Surgery, Malteser Waldrankenhaus St. Marien, Erlangen, Germany
Department of Orthopedics and Traumatology, Paracelsus Private Medical University Nuremberg, Nuremberg, Germany

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AO Spine Latin America Trauma Study Group
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AO Spine Latin America Trauma Study Group

subluxation or perched/dislocated facet ( 30 ). Figure 4 Treatment algorithm. SCSICS, Subaxial Cervical Spine Injury Classification System ( 30 ); ACDF, anterior cervical discectomy and fusion; CT, computed tomography; MRI, magnetic resonance

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Emilio Calvo Shoulder and Elbow Reconstructive Surgery Unit, Department of Orthopedic Surgery and Traumatology, Hospital Universitario Fundación Jiménez Díaz, Madrid, Spain

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María Valencia Shoulder and Elbow Reconstructive Surgery Unit, Department of Orthopedic Surgery and Traumatology, Hospital Universitario Fundación Jiménez Díaz, Madrid, Spain

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Antonio Maria Foruria Shoulder and Elbow Reconstructive Surgery Unit, Department of Orthopedic Surgery and Traumatology, Hospital Universitario Fundación Jiménez Díaz, Madrid, Spain

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Juan Aguilar Gonzalez Shoulder and Elbow Reconstructive Surgery Unit, Department of Orthopedic Surgery and Traumatology, Hospital Universitario Fundación Jiménez Díaz, Madrid, Spain

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  • Latarjet modifies the anatomy of the shoulder, and subsequent revision surgery is challenging.

  • It is mandatory to determine the cause of recurrence in order to select the best treatment option. A CT scan is needed to measure glenoid track and evaluate coracoid graft status: position, degree of consolidation, and osteolysis.

  • Conservative management can be advocated in selected patients in whom the instability level does not interfere with the activities they wish to perform. Surgical treatment is based on the glenoid track measurement and coracoid graft suitability.

  • The coracoid graft is considered suitable if it preserves the conjoint tendon insertion, does not show osteolysis, and is large enough to reconstruct the glenoid surface. Adding a remplissage is recommended for those cases with a coracoid graft insufficient to convert large off-track Hill–Sachs lesions into on-track.

  • If the coracoid graft is suitable to reconstruct bone defects in terms of size and viability but is poorly positioned or avulsed, graft repositioning can be a valid option.

  • In patients with unsuitable coracoid bone graft, free bone graft is the revision technique of choice. The size of the graft should be large enough to restore the glenoid surface and to convert any off-track Hill–Sachs lesion into on-track.

  • There is a small group of patients in whom bone defects were properly addressed but Latarjet failed due to hyperlaxity or poor soft tissue quality. Extraarticular capsular reinforcement is suggested in this population.

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Andrea Cina Spine Center, Schulthess Clinic, Zurich, Switzerland
Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland

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Fabio Galbusera Spine Center, Schulthess Clinic, Zurich, Switzerland

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  • Machine learning (ML), a subset of artificial intelligence, is crucial for spine care and research due to its ability to improve treatment selection and outcomes, leveraging the vast amounts of data generated in health care for more accurate diagnoses and decision support.

  • ML's potential in spine care is particularly notable in radiological image analysis, including the localization and labeling of anatomical structures, detection and classification of radiological findings, and prediction of clinical outcomes, thereby paving the way for personalized medicine.

  • The manuscript discusses ML's application in spine care, detailing supervised and unsupervised learning, regression, classification, and clustering, and highlights the importance of both internal and external validation in assessing ML model performance.

  • Several ML algorithms such as linear models, support vector machines, decision trees, neural networks, and deep convolutional neural networks, can be used in the spine domain to analyze diverse data types (visual, tabular, omics, and multimodal).

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Sylvain Steinmetz Service of Orthopaedics and Traumatology, Lausanne University Hospital, Lausanne, Switzerland

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Diane Wernly Service of Orthopaedics and Traumatology, Lausanne University Hospital, Lausanne, Switzerland

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Kevin Moerenhout Service of Orthopaedics and Traumatology, Lausanne University Hospital, Lausanne, Switzerland

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Andrej Trampuz Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Center for Musculoskeletal Surgery (CMSC), Berlin, Germany

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Olivier Borens Service of Orthopaedics and Traumatology, Lausanne University Hospital, Lausanne, Switzerland

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IV + five weeks p.o.) ( Figure 2 ). Fig. 2 Treatment algorithm for infection after fracture fixation. In case of late infection, the treatment goal can be eradication or suppression of the infection. It would be preferable to choose the

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Amer Sebaaly Department of Orthopedic Surgery, Bellevue Medical Center University Hospital, Faculty of Medicine, Saint Joseph University, Beirut, Lebanon

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Maroun Rizkallah Department of Orthopedic Surgery, Bellevue Medical Center University Hospital, Faculty of Medicine, Saint Joseph University, Beirut, Lebanon

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Falah Bachour Department of Orthopedic Surgery, Bellevue Medical Center University Hospital, Faculty of Medicine, Saint Joseph University, Beirut, Lebanon

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Firas Atallah Department of Orthopedic Surgery, Bellevue Medical Center University Hospital, Faculty of Medicine, Saint Joseph University, Beirut, Lebanon

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Pierre Emmanuel Moreau Department of Orthopedic Surgery, Centre Hospitalier Paris Saint Joseph, Paris, France

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Ghassan Maalouf Department of Orthopedic Surgery, Bellevue Medical Center University Hospital, Faculty of Medicine, Saint Joseph University, Beirut, Lebanon

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Kümmell disease. Based on this literature review, we propose a treatment algorithm for OVFs that are relatively stable fractures (the majority A1 or A3) ( Fig. 6 ). Pain and maintaining an upright position are the most important indications for cement

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