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Title: ISeeU: Visually interpretable deep learning for mortality prediction inside the ICUAuthor: Caicedo-Torres W. / Gutierrez J.Language: InglésRepository: 61Subject: Deep learning / ICU / MIMIC-III / Shapley values / Forecasting / Game theory / Intensive care units / Clinical practices / Coalitional game theory / Medical information / Relevant features / Shapley value / Sub-optimal performance / Traditional techniques / Deep neural networks / Adoption / Article / Game / Human / Intensive care unit / Mortality / Prediction / Deep neural network
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Title: Use of deep learning algorithms for real-time detection of vessels in confined spaces using the Tensorflow frameworkAuthor: Sánchez, S A / Campillo, J / Martínez-Santos, J CLanguage: 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: A Machine Learning Approach for Severe Maternal Morbidity Prediction at Rafael Calvo Clinic in Cartagena-ColombiaLanguage: InglésRepository: 61
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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: Learning styles for algebra concepts: The case of engineering students at the Universidad de Santander (Valledupar, Colombia)Language: InglésRepository: 61Subject: Estilos de aprendizaje / Álgebra - Aprendizaje
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Title: The use of infrared spectroscopy and machine learning tools for detection of Meloidogyne infestationsAuthor: San‐Blas, Ernesto / Paba, Gabriel / Cubillán, Néstor / Portillo, Edgar / Casassa‐Padrón, Ana M. / González‐González, César / Guerra, MayamarúLanguage: InglésRepository: 61
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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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Title: Differential diagnosis of hemorrhagic fevers using ARTMAPAuthor: Caicedo W. / Quintana M. / Pinzón H.Language: InglésRepository: 61
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Title: A multi-user remote academic laboratory systemAuthor: Barrios A. / Panche S. / Duque M. / Grisales V.H. / Prieto F. / Villa J.L. / Chevrel P. / Canu M.Language: InglésRepository: 61Subject: Control processes / E-learning / Learning management systems / Remote labs / Software architecture / Academic laboratory / Administration server / Control engineering / Control process / Data-base servers / Design and tests / Functional aspects / Internet connection / Java simulations / Learning management system / Modeling and control / Multi-user / Physical experiments / Pilot tests / Remote experiments / Remote manipulation / Remote systems / Algorithms / Automation / Computer simulation / Control / Education / Experiments / Graphical user interfaces / Laboratories / Management / Managers / Network architecture / Process control
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