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Title: Early prediction of severe maternal morbidity using machine learning techniquesAuthor: Rodríguez E.A. / Estrada F.E. / Torres W.C. / Santos J.C.M.Language: InglésRepository: 61Subject: Logistic regression / Machine learning / Severe maternal morbidity / Artificial intelligence / Diseases / Learning algorithms / Obstetrics / Early prediction / Learning models / Logistic regressions / Machine learning techniques / Maternal morbidity / Methods and materials / Pregnant woman / Public health issues / Learning systems
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Title: A machine learning model for occupancy rates and demand forecasting in the hospitality industryAuthor: Caicedo-Torres W. / Payares F.Language: InglésRepository: 61Subject: Forecasting / Hotel occupancy. Demand / Kernel Ridge Regression / Machine learning / Neural Networks / Ridge regression / Artificial intelligence / Costs / Decision making / Economics / Hotels / Learning systems / Neural networks / Regression analysis / Decision making process / Financial performance / Kernel ridge regressions / Machine learning models / Machine learning techniques / Mean absolute percentage error / Specialized software
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Title: Kernel-based machine learning models for the prediction of dengue and chikungunya morbidity in ColombiaAuthor: Caicedo-Torres W. / Montes-Grajales D. / Miranda-Castro W. / Fennix-Agudelo M. / Agudelo-Herrera N.Language: InglésRepository: 61Subject: Chikungunya / Dengue / Forecasting / Gaussian processes / Kernel ridge regression / Machine learning / Artificial intelligence / Diseases / Gaussian distribution / Gaussian noise (electronic) / Health / Learning systems / Public health / Regression analysis / Kernel ridge regressions / Machine learning models / Mean absolute percentage error / Research and development / Time series forecasting / Learning algorithms
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Title: Machine learning models for early dengue severity predictionAuthor: Caicedo-Torres W. / Paternina Á. / Pinzón H.Language: InglésRepository: 61Subject: Children / Dengue / Logistic regression / Machine learning / Naive bayes / PICU / Severity / SVM / Artificial intelligence / Health risks / Intensive care units / Learning algorithms / Pediatrics / Viruses / Logistic regressions / Learning systems
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Title: A machine learning model for triage in lean pediatric emergency departmentsAuthor: Caicedo-Torres W. / García G. / Pinzón H.Language: InglésRepository: 61Subject: Emergency department / Fast track / Lean / Logistic regression / Machine learning / Neural networks / PCA / SVM / Triage / Artificial intelligence / Complex networks / Emergency rooms / Hospitals / Patient monitoring / Patient treatment / Pediatrics / Emergency departments / Fast tracks / Logistic regressions / Learning systems
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Title: Noise-Robust Processing of Phase Dislocations using Combined Unwrapping and Sparse Inpainting with Dictionary LearningAuthor: Pineda J. / Meza J. / Barrios E.M. / Romero L.A. / Marrugo A.G.Language: InglésRepository: 61Subject: 3-D Reconstruction / Dictionary Learning / Image restoration / Phase unwrapping / Sparse representation / Gaussian noise (electronic) / Optical data processing / Restoration / Vision / White noise / 3D reconstruction / Additive White Gaussian noise / Dictionary learning / Fringe projection profilometry / Image processing applications / Wrapped phase map / Image reconstruction
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Title: LRemoving Dust Artifacts in Retinal Images via Dictionary Learning and Sparse-Based InpaintingAuthor: Barrios E.M. / Marrugo A.G. / Millán M.S.Language: InglésRepository: 61
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Title: Differential diagnosis of dengue and chikungunya in colombian children using machine learningAuthor: Caicedo-Torres W. / Paternina-Caicedo Á. / Pinzón-Redondo H. / Gutiérrez J.Language: InglésRepository: 61Subject: CART / Chikungunya / Decision tree / Dengue / Logistic regression / Support vector machine / Artificial intelligence / Decision trees / Learning algorithms / Pediatrics / Regression analysis / Statistical tests / Support vector machines / Decision tree classifiers / Logistic Regression modeling / Logistic regressions / Receiver operating characteristics / Stratified random sampling / Diagnosis
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Title: Robust detection and removal of dust artifacts in retinal images via dictionary learning and sparse-based inpaintingAuthor: Sierra E. / Barrios E. / Marrugo A.G. / Millán M.S.Language: InglésRepository: 61Subject: Artifact detection / Dictionary learning / Dust particle / Inpainting / Retinal image / Sensor artifact. / Blood vessels / Cameras / Dust / Ophthalmology / Pattern recognition
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Title: Analysis and Classification of Evoked Potentials in Response to Familiar and Unfamiliar FacesAuthor: Sanchez-Hernandez S.A. / Contreras-Ortiz S.H.Language: InglésRepository: 61Subject: Electroencephalography / Evoked potentials / Face recognition / Machine learning / Wavelet transform / Artificial intelligence / Bioelectric potentials / Biomedical signal processing / Brain / Brain computer interface / Electrophysiology / Learning systems / Neurophysiology / Wavelet transforms / Binomial logistic regressions / Classification accuracy / Classification results / Feature extraction stages / Machine learning techniques / Morphological analysis / Morphological characteristic / Perception and recognition
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