A5101597569- Imbalanced Data Classification Techniques
- Machine Learning and Data Classification
- Employment and Welfare Studies
- Schizophrenia research and treatment
- Data Stream Mining Techniques
- Data Mining Algorithms and Applications
- Electricity Theft Detection Techniques
- Rough Sets and Fuzzy Logic
- Social Sciences and Policies
- Bipolar Disorder and Treatment
- Fuzzy Logic and Control Systems
- Workplace Health and Well-being
- Mental Health and Patient Involvement
- Time Series Analysis and Forecasting
- Gender, Sexuality, and Education
- Psychology Research and Bibliometrics
- Tryptophan and brain disorders
- Family Caregiving in Mental Illness
- Latin American Cultural Politics
- Advanced Data Compression Techniques
- Hemodynamic Monitoring and Therapy
- Fault Detection and Control Systems
- Cultural and Social Studies in Latin America
- Electroconvulsive Therapy Studies
- Text and Document Classification Technologies
Fundación Pública Andaluza para la Gestión de la Investigación en Salud de Sevilla
2004-2024
Universidad Católica de Córdoba
2024
Inventec (Taiwan)
2023
Universidad de Granada
2015-2021
Instituto Andaluz de Ciencias de la Tierra
2019-2020
Hospital Universitario Virgen Macarena
2018
Hospital Clínico San Carlos
2017
Fundación Universitaria Juan de Castellanos
2012
Abstract Blood Pressure (BP) is an important cardiovascular health indicator. BP usually monitored non-invasively with a cuff-based device, which can be bulky and inconvenient. Thus, continuous portable monitoring devices, such as those based on photoplethysmography (PPG) waveform, are desirable. In particular, Machine Learning (ML) estimation approaches have gained considerable attention they the potential to estimate intermittent or only single PPG measurement. Over last few years, many...
In data science applications, it is very often to require predictive models satisfying monotonicity with respect the explanatory variables involved in dataset. ordinal classification or regression, this occurs when output variable class label do not decrease input increase, vice versa. This problem commonly known as monotonic classification, and most existing techniques are able manage kind of constraints they first monotonize data. literature, has been considered linguistic fuzzy models,...
Recovery is an essential construct in healthcare treatment for patients diagnosed with severe mental illnesses (SMI). Of all the psychometric instruments available measuring recovery, 41-item Assessment Scale (RAS) most widely used. Several brief versions have been proposed, including 24-item version. In this study, RAS-24 was adapted to European Spanish and validated a clinical sample.Participants ( N = 309) SMI were recruited from community health center work guidance center. The...
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Purpose Unemployment is an obstacle in recovery for people with severe mental illnesses (SMI), both reducing psychopathological symptoms and achieving a high quality of life. The aim this study was to explore the impact internship program diagnosed SMI on psychosocial variables using pre-test post-test design.
Esta pesquisa propôs abordar as diferentes formas de aplicação da Lei 26.150 Educação Sexual Integral (ESI) em algumas escolas nível secundário cidade Río Cuarto, no quinquênio 2019-2023. Por um lado, investigaram-se os enfoques antropológicos subjacentes nas que conseguiram implementar a lei ESI; por outro, buscou-se oferecer elementos empíricos e reflexivos possam ser considerados futuras políticas educacionais na província Córdoba (Argentina), com o objetivo garantir uma educação...
El ruido en el medio hospitalario conlleva consecuencias serias para la salud. La evidencia demuestra que los pacientes neurológicos hospitalizados, se ven más afectados por contaminación acústica, ya ciertos estímulos están alterados, siendo sensibles a luz y ruido. descanso nocturno de pacientes, es un aspecto relevante dentro del proceso recuperación. Estudios previos, relación al concluyeron que, índice intrahospitalario supera las recomendaciones Organización Mundial Salud, cifra debajo...
Introduction Patients suffering from paranoid schizophrenia, require long-term anti-psychotic treatment, which provide, in addition to adequate efficacy both positive and negative symptoms, a good safety tolerability profile that would ensure adherence prevent relapse. Objectives To analyze the efficacy, therapeutic over year after introduction of aripiprazole depot patients diagnosed with schizophrenia previously treated other oral or anti-psychotics [1,2,3]. Methods One-year prospective...