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Title: A machine learning model for emotion recognition from physiological signalsAuthor: Domínguez-Jiménez, J.A. / Campo-Landines, K.C. / Martínez-Santos, J.C. / Delahoz, E.J. / Contreras-Ortiz, S.H.Language: InglésRepository: 61Subject: Affective computing / Biosignal processing / Emotion recognition / Machine learning / Physiological signals / Decision trees / Electrophysiology / Feature extraction / Learning systems / Physiological models / Speech recognition / Statistical tests / Support vector machines / Time domain analysis / Bio-signal processing / Frequency and time domains / Machine learning models / Physiological response / Random forest-recursive feature eliminations / Biomedical signal processing / Adult / Article / Clinical article / Electrodermal response / Feature selection / Female / Heart rate / Human / Human experiment / Male / Photoelectric plethysmography / Random forest / Recursive feature elimination / Sadness / Support vector machine / Videorecording
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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: Optimum search strategies or novel 3D molecular descriptors: Is there a stalemate?Author: Marrero-Ponce Y. / García-Jacas C.R. / Barigye S.J. / Valdés-Martiní J.R. / Rivera-Borroto O.M. / Pino-Urias R.W. / Cubillán N. / Alvarado Y.J. / Le-Thi-Thu H.Language: InglésRepository: 61Subject: 3D-QSAR / Aggregation operator / Alignment free method / Minkowski distance matrix / Principal component analysis / QuBiLS-MIDAS / TOMOCOMD-CARDD / Two-tuple spatial-(dis)similarity matrix / Variability analysis / Corticosteroid / Globulin / Steroid / Article / Atom / Binding affinity / Data base / High throughput screening / Information / Methodology / Priority journal / Quantitative structure activity relation / Training
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Title: Multi-output model with box-jenkins operators of quadratic indices for prediction of malaria and cancer inhibitors targeting ubiquitin-proteasome pathway (UPP) proteinsAuthor: Casañola-Martin G.M. / Le-Thi-Thu H. / Pérez-Giménez F. / Marrero-Ponce Y. / Merino-Sanjuán M. / Abad C. / González-Díaz H.Language: InglésRepository: 61Subject: Atom-based quadratic indices / Cancer / CHEMBL / Malaria / Moving average / Multi-scale and multi-output model / Multi-target / QSAR / UPP inhibitor / Antineoplastic agent / Proteasome / Ubiquitin / Antimalarial agent / ALMA model / Apoptosis / Article / Bob Jenkins operator / Cell cycle / Computer program / Diagnostic accuracy / DNA repair / Gene expression / Model / Mus musculus / Oryctolagus cuniculus / Plasmodium falciparum / Quantitative structure activity relation / Rattus norvegicus / Sensitivity and specificity / Signal transduction / Biology / Drug database / Drug development / Drug effects / Human / Metabolism / Molecularly targeted therapy / Neoplasms / Protein degradation / Antimalarials / Antineoplastic agents / Computational Biology / Databases, Pharmaceutical / Drug Discovery / Humans / Molecular Targeted Therapy / Proteasome Endopeptidase Complex / Proteolysis
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Title: Novel 3D bio-macromolecular bilinear descriptors for protein science: Predicting protein structural classesAuthor: Marrero-Ponce Y. / Contreras-Torres E. / García-Jacas C.R. / Barigye S.J. / Cubillán N. / Alvarado Y.J.Language: InglésRepository: 61Subject: 3D protein descriptor / Bilinear form / Coulombic matrix / LDA / Protein structural classes / Amino acid / Macromolecule / Protein / Discriminant analysis / Matrix / Three-dimensional modeling / Amino acid analysis / Article / Correlation coefficient / Mathematical parameters / Nonbiological model / Priority journal / Protein analysis / Protein function / Protein structure / Statistical parameters / Structure analysis / Validation study / Algorithm / Biological model / Biology / Chemical structure / Chemistry / Computer simulation / Markov chain / Procedures / Protein conformation / Quantitative structure activity relation / Reproducibility / Statistical model / Algorithms / Amino Acids / Computational Biology / Linear Models / Macromolecular Substances / Models, Biological / Models, Molecular / Proteins / Quantitative Structure-Activity Relationship / Reproducibility of Results / Stochastic processes
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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: Effectiveness of a visual noise warning system on noise levels in a surgical ICU: A quality improvement programmeAuthor: Guisasola-Rabes M. / Solà-Enriquez B. / Vélez-Pereira A.M. / De Nadal M.Language: InglésRepository: 61Subject: Adult / Article / Female / Human / Major clinical study / Male / Noise / Noise measurement / Recording / Sleep disorder / Sound intensity / Surgical intensive care unit / Total quality management / SC420 / SoundEar II
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