Prohlížení Publikační činnost ČVUT dle autora "Cejnek M."
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A Fast Neural Network Approach to Predict Lung Tumor Motion during Respiration for Radiation Therapy Applications
Autor: Bukovský I.; Homma N.; Kei I.; Cejnek M.; Sláma M.; Beneš P.; Bíla J.
(Hindawi Publishing Corporation, 2015)During radiotherapy treatment for thoracic and abdomen cancers, for example, lung cancers, respiratory motion moves the target tumor and thus badly affects the accuracy of radiation dose delivery into the target. A real-time ... -
A Machine Learning Approach for Gearbox System Fault Diagnosis
Autor: Vrba J.; Cejnek M.; Steinbach J.; Krbcova Z.
(MDPI AG, 2021)This study proposes a fully automated gearbox fault diagnosis approach that does not require knowledge about the specific gearbox construction and its load. The proposed approach is based on evaluating an adaptive filter's ... -
Novelty detection-based approach for Alzheimer’s disease and mild cognitive impairment diagnosis from EEG
Autor: Cejnek M.; Vyšata O.; Vališ M.; Bukovsky I.
(Peter Peregrinus, 2021)Alzheimer’s disease is diagnosed via means of daily activity assessment. The EEG recording evaluation is a supporting tool that can assist the practitioner to recognize the illness, especially in the early stages. This ...