S
Silke Anna Theresa Weber
Researcher at Sao Paulo State University
Publications - 94
Citations - 2054
Silke Anna Theresa Weber is an academic researcher from Sao Paulo State University. The author has contributed to research in topics: Obstructive sleep apnea & Medicine. The author has an hindex of 19, co-authored 84 publications receiving 1440 citations.
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Journal ArticleDOI
Obstructive sleep disordered breathing in 2- to 18-year-old children: diagnosis and management.
Athanasios G. Kaditis,Maria Luz Alonso Alvarez,An Boudewyns,Emmanouel I. Alexopoulos,Refika Ersu,Koen F. M. Joosten,Helena Larramona,Silvia Miano,Indra Narang,Ha Trang,Marina Tsaoussoglou,Nele Vandenbussche,Maria Pia Villa,Dick A. van Waardenburg,Silke Anna Theresa Weber,Stijn Verhulst +15 more
TL;DR: This document summarises the conclusions of a European Respiratory Society Task Force on the diagnosis and management of obstructive sleep disordered breathing (SDB) in childhood and refers to children aged 2–18 years.
Proceedings ArticleDOI
Deep Learning-Aided Parkinson's Disease Diagnosis from Handwritten Dynamics
Clayton R. Pereira,Silke Anna Theresa Weber,Christian Hook,Gustavo Henrique de Rosa,João Paulo Papa +4 more
TL;DR: It is shown CNNs are able to learn relevant information, thus outperforming results obtained from raw data, and aimed at building a public dataset to be used by researchers worldwide in order to foster PD-related research.
Journal ArticleDOI
Handwritten dynamics assessment through convolutional neural networks: An application to Parkinson's disease identification
Clayton R. Pereira,Danillo Roberto Pereira,Gustavo Henrique de Rosa,Victor Hugo C. de Albuquerque,Silke Anna Theresa Weber,Christian Hook,João Paulo Papa +6 more
TL;DR: The analysis of handwritten dynamics using deep learning techniques showed to be useful for automatic Parkinson's disease identification, as well as it can outperform handcrafted features.
Journal ArticleDOI
A new computer vision-based approach to aid the diagnosis of Parkinson's disease
Clayton R. Pereira,Danillo Roberto Pereira,Francisco Assis da Silva,João P. Masieiro,Silke Anna Theresa Weber,Christian Hook,João Paulo Papa +6 more
TL;DR: It is observed that the main problem in detecting PD is the patients in the early stages, who can draw near-perfect objects, which are very similar to the ones made by control patients, leading to higher accuracies than spiral images.
Journal ArticleDOI
ERS statement on obstructive sleep disordered breathing in 1-to 23-month-old children
Athanasios G. Kaditis,Maria Luz Alonso Alvarez,An Boudewyns,Francois Abel,Emmanouel I. Alexopoulos,Refika Ersu,Koen F. M. Joosten,Helena Larramona,Silvia Miano,Indra Narang,Hui-Leng Tan,Ha Trang,Marina Tsaoussoglou,Nele Vandenbussche,Maria Pia Villa,Dick A. van Waardenburg,Silke Anna Theresa Weber,Stijn Verhulst +17 more
TL;DR: Obstructive SDB in children aged 1–23 months is a multifactorial disorder that requires objective assessment and treatment of all underlying abnormalities that contribute to upper airway obstruction during sleep.