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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: Features of dengue and chikungunya infections of colombian children under 24 months of age admitted to the emergency departmentAuthor: Paternina-Caicedo A. / De la Hoz-Restrepo F. / Díaz-Quijano F. / Caicedo-Torres W. / Badillo-Viloria M.A. / Bula-Anichiarico D. / Alvis-Guzmán N. / Mattar S. / Constenla D. / Pinzón-Redondo H.Language: InglésRepository: 61Subject: Chikungunya / Children / Complications / Dengue / Severe dengue / Article / Child / Clinical feature / Colombian / Controlled study / Diagnostic test accuracy study / Differential diagnosis / Female / Human / Infant / Major clinical study / Male / Platelet count / Preschool child / Real time polymerase chain reaction / Retrospective study / Sensitivity and specificity / Algorithm / Chikungunya virus / Colombia / Comparative study / Dengue virus / Hospital emergency service / Newborn / Prospective study / Statistics and numerical data / Algorithms / Chikungunya Fever / Diagnosis, Differential / Emergency Service, Hospital / Humans / Infant, Newborn / Prospective Studies / Retrospective studies
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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: 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: Differential diagnosis of hemorrhagic fevers using ARTMAP and an Artificial Immune SystemAuthor: Caicedo Torres W. / Quintana M. / Pinzón H.Language: InglésRepository: 61Subject: ARTMAP / Dengue / Differential diagnosis / Hemorrhagic fever / Leptospirosis / Machine learning / Malaria / Neural networks
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Title: In silico drug repurposing for the identification of potential candidate molecules against arboviruses infectionAuthor: Montes-Grajales D. / Puerta-Guardo H. / Espinosa D.A. / Harris E. / Caicedo-Torres W. / Olivero-Verbel J. / Martínez-Romero E.Language: InglésRepository: 61Subject: Antiviral / Chikungunya / Dengue / Virtual screening / Virus entry / Zika / Antrafenine / Conivaptan / Ergotamine / Itraconazole / Natamycin / Nilotinib / Novobiocin / Pranlukast / Viral protein / Antiviral activity / Arbovirus / Article / Computer model / Crystallography / Drug protein binding / Drug repositioning / Fluorescence analysis / Fluorescence microscopy / Huh-7 cell line / Human / Human cell / In vitro study / Priority journal / Virus capsid / Zika fever
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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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