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Feature Selection for Privileged Modalities in Disease Classification
Zhang, Winston; Turkestani, Najla Al; Bianchi, Jonas [UNESP]; Le, Celia; Deleat-Besson, Romain; Ruellas, Antonio; Cevidanes, Lucia; Yatabe, MariliaMade available in DSpace on 2022-04-28T19:46:32Z (GMT). No. of bitstreams: 0 Previous issue date: 2021-01-01; Multimodal data allows supervised learning while considering multiple complementary views of a problem, improving final diagnostic performance of trained models. Data modalities that are missing or difficult to obtain in clinical situations can still be incorporated into model training using the learnin...
3D Auto-Segmentation of Mandibular Condyles
Brosset, Serge; Dumont, Maxime; Bianchi, Jonas [UNESP]; Ruellas, Antonio; Cevidanes, Lucia; Yatabe, Marilia; Goncalves, Joao [UNESP]; Benavides, ErikaMade available in DSpace on 2022-04-28T19:29:20Z (GMT). No. of bitstreams: 0 Previous issue date: 2020-07-01; Temporomandibular joints (TMJ) like a hinge connect the jawbone to the skull. TMJ disorders could cause pain in the jaw joint and the muscles controlling jaw movement. However, the disease cannot be diagnosed until it becomes symptomatic. It has been shown that bone resorption at the condyle articular s...
Temporomandibular Joint Osteoarthritis Diagnosis Using Privileged Learning of P...
Zhang, Winston; Bianchi, Jonas [UNESP]; Turkestani, Najla Al; Le, Celia; Deleat-Besson, Romain; Ruellas, Antonio; Cevidanes, Lucia; Yatabe, MariliaMade available in DSpace on 2022-04-28T19:49:23Z (GMT). No. of bitstreams: 0 Previous issue date: 2021-01-01; Diagnosis of temporomandibular joint (TMJ) Osteoarthritis (OA) before serious degradation of cartilage and subchondral bone occurs can help prevent chronic pain and disability. Clinical, radiomic, and protein markers collected from TMJ OA patients have been shown to be predictive of OA onset. Since prot...
Radiographic interpretation using high-resolution Cbct to diagnose degenerative...
Bianchi, Jonas [UNESP]; Gonçalves, João Roberto [UNESP]; de Oliveira Ruellas, Antônio Carlos; Bianchi, Júlia Vieira Pastana; Ashman, Lawrence M.Made available in DSpace on 2022-05-01T08:15:11Z (GMT). No. of bitstreams: 0 Previous issue date: 2021-08-01; The objective of this study was to use high-resolution cone-beam computed images (hr-CBCT) to diagnose degenerative joint disease in asymptomatic and symptomatic subjects using the Diagnostic Criteria for Temporomandibular Disorders DC/TMD imaging criteria. This observational study comprised of 92 subje...
3D Auto-Segmentation of Mandibular Condyles
Brosset, Serge; Dumont, Maxime; Bianchi, Jonas [UNESP]; Ruellas, Antonio; Cevidanes, Lucia; Yatabe, Marilia; Goncalves, Joao [UNESP]; Benavides, ErikaMade available in DSpace on 2021-06-25T11:52:19Z (GMT). No. of bitstreams: 0 Previous issue date: 2020-01-01; NIDCR; Temporomandibular joints (TMJ) like a hinge connect the jawbone to the skull. TMJ disorders could cause pain in the jaw joint and the muscles controlling jaw movement. However, the disease cannot be diagnosed until it becomes symptomatic. It has been shown that bone resorption at the condyle arti...
Craniofacial and airway morphology of individuals with oculoauriculovertebral s...
Parizotto, Julianna de Oliveira Lima [UNESP]; Peixoto, Adriano Porto; Borsato, Karina Tostes [UNESP]; Bianchi, Jonas [UNESP]; Vendramini Pittoli, SiulanMade available in DSpace on 2021-06-25T11:13:19Z (GMT). No. of bitstreams: 0 Previous issue date: 2021-01-01; Objectives: The objectives of this study were to characterize the craniofacial and airway morphology of oculo-auriculo-vertebral spectrum (OAVS) individuals using computed tomography (CT) examination. Setting and Sample Population: This sample included individuals in the age range from 5 to 14 years, co...
Osteoarthritis of the Temporomandibular Joint can be diagnosed earlier using bi...
Bianchi, Jonas [UNESP]; de Oliveira Ruellas, Antônio Carlos; Gonçalves, João Roberto [UNESP]; Paniagua, Beatriz; Prieto, Juan Carlos; Styner, MartinMade available in DSpace on 2020-12-12T02:41:07Z (GMT). No. of bitstreams: 0 Previous issue date: 2020-12-01; After chronic low back pain, Temporomandibular Joint (TMJ) disorders are the second most common musculoskeletal condition affecting 5 to 12% of the population, with an annual health cost estimated at $4 billion. Chronic disability in TMJ osteoarthritis (OA) increases with aging, and the main goal is to ...
Can palatal splint improve stability of segmental Le Fort I osteotomies?
Parizotto, Julianna Oliveira Lima [UNESP]; Borsato, Karina Tostes [UNESP]; Peixoto, Adriano Porto; Bianchi, Jonas [UNESP]; Cassano, Daniel SerraMade available in DSpace on 2020-12-12T02:45:19Z (GMT). No. of bitstreams: 0 Previous issue date: 2020-01-01; Objectives: The purpose of this study was to evaluate the influence of a palatal splint on stability in multi-segment maxillary osteotomies. Setting and Sample Population: Retrospective series of fifty-one adult patients, consecutively operated with bilateral sagittal split osteotomy (BSSO) and three-pi...
Osteoartrite na articulação temporomandibular: análise integrativa de marcadore...
Bianchi, Jonas [UNESP]Submitted by Jonas Bianchi (jonas.bianchi@unesp.br) on 2019-12-09T14:38:35Z No. of bitstreams: 1 TESE BIANCHI J V7.0.pdf: 4417318 bytes, checksum: 91e536ff62aac6e09997451fe557b01c (MD5); Approved for entry into archive by Ana Cristina Jorge null (anacris@fclar.unesp.br) on 2019-12-09T14:50:40Z (GMT) No. of bitstreams: 1 Bianchi_j_dr_arafo_int_par.pdf: 362967 bytes, checksum: 253a62ab01cd0a9cc96aec99338312d6 (MD...
Shape variation analyzer: A classifier for temporomandibular joint damaged by o...
Ribera, Nina Tubau; De Dumast, Priscille; Yatabe, Marilia; Ruellas, Antonio; Ioshida, Marcos; Paniagua, Beatriz; Styner, MartinMade available in DSpace on 2019-10-06T17:13:47Z (GMT). No. of bitstreams: 0 Previous issue date: 2019-01-01; We developed a deep learning neural network, the Shape Variation Analyzer (SVA), that allows disease staging of bony changes in temporomandibular joint (TMJ) osteoarthritis (OA). The sample was composed of 259 TMJ CBCT scans for the training set and 34 for the testing dataset. The 3D meshes had been pre...