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2016 IEEE Ecuador Technical Chapters Meeting, ETCM 2016(1)
Cognitive Systems Research(1)
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International Journal of Circuits, Systems and Signal Processing(1)
PLoS ONE(1)
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Física aplicada(3)
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scopus(7)
Computer-Aided Ear Diagnosis System Based on CNN-LSTM Hybrid Learning Framework for Video Otoscopy Examination
ArticleAbstract: Ear disorders are among the most common diseases treated in primary care, with a high percentage ofPalabras claves:Computer-aided diagnosis, Convolutional neural network, deep learning, ear diseases, LSTM, otolaryngology, Transfer learningAutores:Cheein F.A.A., Delano P.H., Maass J.C., Michelle ViscaínoFuentes:scopusComputer-aided diagnosis of external and middle ear conditions: A machine learning approach
ArticleAbstract: In medicine, a misdiagnosis or the absence of specialists can affect the patient’s health, leading tPalabras claves:Autores:Cheein F.A.A., Delano P.H., Maass J.C., Michelle Viscaíno, Stott C., Torrente M.Fuentes:scopusA fuzzy-based driver assistance system using human cognitive parameters and driving style information
ArticleAbstract: Reducing the number of traffic accidents due to human errors is an urgent need in several countriesPalabras claves:Driver assistance system, fuzzy logic, Human cognition, Human Robot InteractionAutores:Cheein F.A.A., Juan Pablo Vasconez, Leonardo Guevara, Michelle ViscaínoFuentes:scopusArtificial intelligence for the early detection of colorectal cancer: A comprehensive review of its advantages and misconceptions
ReviewAbstract: Colorectal cancer (CRC) was the second-ranked worldwide type of cancer during 2020 due to the crudePalabras claves:Artificial Intelligence, Colorectal cancer, Colorectal polyps, deep learning, Machine learning, Medical imagesAutores:Bustos J.T., Cheein C.A., Cheein F.A.A., Michelle Viscaíno, Muñoz P.Fuentes:scopusMachine learning for computer-aided polyp detection using wavelets and content-based image
Conference ObjectAbstract: The continuous growing of machine learning techniques, their capabilities improvements and the availPalabras claves:Autores:Cheein F.A.A., Michelle ViscaínoFuentes:scopusTwo-wheeled inverted pendulum path planning: An experimental validation
Conference ObjectAbstract: This paper presents experimental results of a two-wheeled inverted pendulum path planning. The modelPalabras claves:Bezier curves, inverted pendulum, Optimal PI, PATH PLANNING, Path smoothing, RRTAutores:Danilo Chavez. Orcid, Juan Villacrés, Marco A. Herrera, Michelle Viscaíno, Oscar E. CamachoFuentes:scopusReal-time implementation of different controllers for a two-wheeled inverted pendulum
ArticleAbstract: This paper presents experimental results of three control strategies to stabilize a two-wheeled invePalabras claves:LQR, Pid, robustness, sliding mode control, trackingAutores:Juan Villacrés, Marco A. Herrera, Michelle Viscaíno, Oscar E. CamachoFuentes:scopus