4 documents found, page 1 of 1
Convolutional Neural Networks for the evaluation of cancer in Barrett's esophag...
de Souza, Luis A.; Mendel, Robert; Strasser, Sophia; Ebigbo, Alanna; Probst, Andreas; Messmann, Helmut; Papa, João P. [UNESP]; Palm, ChristophMade available in DSpace on 2022-05-01T05:29:29Z (GMT). No. of bitstreams: 0 Previous issue date: 2021-08-01; Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP); Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq); Even though artificial intelligence and machine learning have demonstrated remarkable performances in medical image computing, their level of accountability and transparen...
Assisting Barrett's esophagus identification using endoscopic data augmentation...
de Souza, Luis A.; Passos, Leandro A. [UNESP]; Mendel, Robert; Ebigbo, Alanna; Probst, Andreas; Messmann, Helmut; Palm, Christoph; Papa, João P. [UNESP]Made available in DSpace on 2021-06-25T11:05:20Z (GMT). No. of bitstreams: 0 Previous issue date: 2020-11-01; Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP); Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq); Alexander von Humboldt-Stiftung; Barrett's esophagus figured a swift rise in the number of cases in the past years. Although traditional diagnosis methods offered a vital ...
Learning visual representations with optimum-path forest and its applications t...
de Souza, Luis A.; Afonso, Luis C. S.; Ebigbo, Alanna; Probst, Andreas; Messmann, Helmut; Mendel, Robert; Hook, Christian; Palm, ChristophMade available in DSpace on 2019-10-06T16:59:47Z (GMT). No. of bitstreams: 0 Previous issue date: 2019-01-01; Considering the increase in the number of the Barrett’s esophagus (BE) in the last decade, and its expected continuous increase, methods that can provide an early diagnosis of dysplasia in BE-diagnosed patients may provide a high probability of cancer remission. The limitations related to traditional me...
Barrett's esophagus analysis using infinity Restricted Boltzmann Machines
Passos, Leandro A.; de Souza, Luis A.; Mendel, Robert; Ebigbo, Alanna; Probst, Andreas; Messmann, Helmut; Palm, Christoph; Papa, João Paulo [UNESP]Made available in DSpace on 2019-10-06T17:02:09Z (GMT). No. of bitstreams: 0 Previous issue date: 2019-02-01; Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP); Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq); Fundação para o Desenvolvimento da UNESP (FUNDUNESP); The number of patients with Barret's esophagus (BE) has increased in the last decades. Considering the dangerousness ...