Prediction of the Risk of Adverse Clinical Outcomes with Machine Learning Techniques in Patients with Noncommunicable Diseases

Authors: Hernández Arango, Alejandro, Arias, María Isabel, Pérez, Viviana, Chavarría, Luis Daniel, Jaimes Barragán, Fabián Alberto

Contributors: Grupo Académico de Epidemiología Clínica

Subject Terms: Sistemas de Apoyo a Decisiones Clínicas - organización & administración, Decision Support Systems, Clinical - organization & administration, Registros Electrónicos de Salud, Electronic Health Records, Servicio de Urgencia en Hospital - estadística & datos numéricos, Emergency Service, Hospital - statistics & numerical data, Hospitalización, Hospitalization, Modelos Logísticos, Logistic Models, Aprendizaje Automático, Machine Learning, Redes Neurales de la Computación, Neural Networks, Computer, Medición de Riesgo - métodos, Risk Assessment - methods, https://id.nlm.nih.gov/mesh/D020000, https://id.nlm.nih.gov/mesh/D057286, https://id.nlm.nih.gov/mesh/D004636, https://id.nlm.nih.gov/mesh/D006760, https://id.nlm.nih.gov/mesh/D016015, https://id.nlm.nih.gov/mesh/D000069550, https://id.nlm.nih.gov/mesh/D016571, https://id.nlm.nih.gov/mesh/D018570

File Description: 14 páginas; application/pdf

Relation: J. Med. Syst.; 13; 19; 49; Journal of Medical Systems; https://hdl.handle.net/10495/45461

Availability: https://hdl.handle.net/10495/45461
https://doi.org/10.1007/s10916-025-02140-z

Characteristics of allergen labelling and precautionary allergen labelling in packaged food products available in Latin America

Authors: Granda Restrepo, Diana María, Ontiveros, Noé, López Gallardo, Jesús Aristeo, Arámburo Gálvez, Jesús Gilberto, Beltrán Cárdenas, Carlos Eduardo, Figueroa Salcido, Oscar Gerardo, Mora Melgem, José Antonio, Rodríguez Bellegarrigue, Cecilia Ivonne, Vergara Jiménez, Marcela de Jesús, Cárdenas Torres, Feliznando Isidro, Gracia Valenzuela, Martina Hilda, Cabrera Chávez, Francisco

Contributors: BIOALI Biotecnología de Alimentos

Subject Terms: Alérgenos, Allergens, Hipersensibilidad a los Alimentos - prevención & control, Food Hypersensitivity - prevention & control, Ingredientes Alimentarios - análisis, Food Ingredients - analysis, Etiquetado de Alimentos - legislación & jurisprudencia, Food Labeling - legislation & jurisprudence, Etiquetado de Alimentos - tendencias, Food Labeling - trends, Embalaje de Alimentos, Food Packaging, América Latina, Latin America, Medición de Riesgo, Risk Assessment, https://id.nlm.nih.gov/mesh/D007843, https://id.nlm.nih.gov/mesh/D018570, https://id.nlm.nih.gov/mesh/D000485, https://id.nlm.nih.gov/mesh/D005512, https://id.nlm.nih.gov/mesh/D000074385, https://id.nlm.nih.gov/mesh/D005515, https://id.nlm.nih.gov/mesh/D018857

File Description: 11 páginas; application/pdf - application/epub; application/pdf; application/epub+zip

Relation: Nutrients; 11; 12; https://hdl.handle.net/10495/38228

Availability: https://hdl.handle.net/10495/38228
https://doi.org/10.3390/nu12092698

From colorectal cancer pattern to the characterization of individuals at risk: Picture for genetic research in Latin America

Authors: Muñetón Peña, Carlos Mario, Vaccaro, Carlos Alberto, López Kostner, Francisco, Della Valle, Adriana, Palmero, Edenir Inez, Rossi, Benedito Mauro, Antelo, Marina, Solano, Angela, Carraro, Dirce Maria, Manoukian Forones, Nora, Bohorquez, Mabel, Lino Silva, Leonardo S., Buleje, Jose, Spirandelli, Florencia, Abe Sandes, Kiyoko, Nascimento, Ivana, Sullcahuaman, Yasser, Sarroca, Carlos, González, María Laura, Herrando, Alberto Ignacio, Alvarez, Karin, Neffa, Florencia, Camposreis Galvão, Henrique, Esperon, Patricia, Golubicki, Mariano, Cardoso, Florencia C., Tardin Torrezan, Giovana, Aguiar Junior, Samuel, Marques Pimenta, Célia Aparecida, Da Cruz Formiga, Maria Nirvana, Santos, Erika

Contributors: Genética Médica

Subject Terms: Neoplasias Colorrectales Hereditarias sin Poliposis, Colorectal Neoplasms, Hereditary Nonpolyposis, Detección Precoz del Cáncer, Early Detection of Cancer, Adhesión a Directriz, Guideline Adherence, América Latina - epidemiología, Latin America - epidemiology, Homólogo 1 de la Proteína MutL, MutL Protein Homolog 1, Proteína 2 Homóloga a MutS, MutS Homolog 2 Protein, Guías de Práctica Clínica como Asunto, Practice Guidelines as Topic, Medición de Riesgo, Risk Assessment, https://id.nlm.nih.gov/mesh/D003123, https://id.nlm.nih.gov/mesh/D055088, https://id.nlm.nih.gov/mesh/D019983, https://id.nlm.nih.gov/mesh/D007843, https://id.nlm.nih.gov/mesh/D000070957, https://id.nlm.nih.gov/mesh/D051718, https://id.nlm.nih.gov/mesh/D017410, https://id.nlm.nih.gov/mesh/D018570

File Description: 9 páginas; application/pdf

Relation: Int. J. Cancer.; 326; 318; 145; International Journal of Cancer; https://hdl.handle.net/10495/43320

Availability: https://hdl.handle.net/10495/43320
https://doi.org/10.1002/ijc.31920

Evaluación de riesgos preliminar de Cronobacter sakazakii en leche en polvo maternizada en niños de 0 a 4 años en Colombia empleando la herramienta de Risk Ranger

Authors: Murillo Salazar, Daniela, Peláez Murillo, Lucas Gustavo

Contributors: Blanco Lizarazo, Olga Carla Maria

Subject Terms: Sustitutos de la Leche Humana, Breast-Milk Substitutes, Infant Formula, Inocuidad de los Alimentos, Food Safety, Cronobacter sakazakii, Medición de Riesgo, Risk Assessment, Risk ranger, Fórmulas Infantiles, https://id.nlm.nih.gov/mesh/D041943, https://id.nlm.nih.gov/mesh/D059022, https://id.nlm.nih.gov/mesh/D044083, https://id.nlm.nih.gov/mesh/D018570

File Description: 27 páginas; application/pdf

Relation: https://hdl.handle.net/10495/40172

Availability: https://hdl.handle.net/10495/40172

Análisis de la accidentalidad en una empresa del sector de la construcción entre los años 2019 – 2021

Authors: Rodríguez García, Claudia Vanessa

Contributors: Echeverri González, Silvia María

Subject Terms: Accidentes de trabajo, Accidents, occupational, Medición de riesgo, Risk assessment, Riesgos laborales, Occupational risks, https://id.nlm.nih.gov/mesh/D000062, https://id.nlm.nih.gov/mesh/D018570

File Description: application/pdf

Relation: https://hdl.handle.net/10495/35839

Availability: https://hdl.handle.net/10495/35839

Simulation of risk of tuberculosis infection in healthcare workers in hospitals of an intermediate incidence country

Authors: Ochoa Acosta, Jesús Ernesto, Hincapié Palacio, Doracelly, Sepúlveda Díaz, Hernando Darío, Arbeláez Montoya, María Patricia, Ruiz, D, Molina Giraldo, Adriana María, Echeverri, Silvia, León Álvarez, Alba Luz, Escombe, A. R.

Contributors: Epidemiología, Seguridad y Salud en el Trabajo

Subject Terms: Tuberculosis Latente, Latent Tuberculosis, Exposición Profesional, Occupational Exposure, Medición de Riesgo, Risk Assessment, Colombia - epidemiología, Colombia - epidemiology, Transmisión de Enfermedad Infecciosa de Paciente a Profesional, Infectious Disease Transmission, Patient-to-Professional, Ensayos de Liberación de Interferón gamma, Interferon-gamma Release Tests, Tuberculosis Pulmonar, Tuberculosis, Pulmonary, https://id.nlm.nih.gov/mesh/D055985, https://id.nlm.nih.gov/mesh/D016273, https://id.nlm.nih.gov/mesh/D018570, https://id.nlm.nih.gov/mesh/D003105, https://id.nlm.nih.gov/mesh/D017758, https://id.nlm.nih.gov/mesh/D059425, https://id.nlm.nih.gov/mesh/D014397

File Description: 9 páginas; application/pdf

Relation: Epidemiol. Infect.; 2647; 12; 2639; 143; Epidemiology and Infection; Ochoa Acosta JE, Hincapié Palacio D, Sepúlveda Díaz HD, Arbeláez Montoya MP, Ruiz D, Molina Girlado AM, Echeverri S, León AL, Escombe AR. Simulation of risk of tuberculosis infection in healthcare workers in hospitals of an intermediate incidence country. Epidemiol. Infect [Internet] 2015 [Consultado año mes día]; 143(12): 2639–2647. Disponible en: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9151024/pdf/S0950268814003537a.pdf; https://hdl.handle.net/10495/38381

Availability: https://hdl.handle.net/10495/38381
https://doi.org/10.1017/S0950268814003537

Diseño y aplicación de un modelo de medición del riesgo operacional utilizando redes bayesianas ; Design and implementation of a model of operational risk measurement using bayesian networks

Authors: Posada Espinal, Fernando Esteban, Botero Botero, Sergio

Contributors: GIFI - Grupo de Investigación en Finanzas de la UdeA, Grupo de Investigación en Gestión Organizacional - GESTOR UdeA

Subject Terms: Riesgo Financiero, Financial Risk, Medición de Riesgo, Risk Assessment, Gestión de Riesgos, Risk Management, Redes Bayesianas, https://id.nlm.nih.gov/mesh/D018570, https://id.nlm.nih.gov/mesh/D012308

File Description: 11 páginas; application/pdf

Relation: 1804; 1794; Global Conferences on Business and Finance Proceedings; Posada, F. E., & Botero, S. B. (2014, January). DISEÑO Y APLICACIÓN DE UN MODELO DE MEDICIÓN DEL RIESGO OPERACIONAL UTILIZANDO REDES BAYESIANAS/DESIGN AND IMPLEMENTATION OF A MODEL OF OPERATIONAL RISK MEASUREMENT USING BAYESIAN NETWORKS. In Global Conference on Business & Finance Proceedings (Vol. 9, No. 1, p. 1794). Institute for Business & Finance Research.; https://hdl.handle.net/10495/39605

Availability: https://hdl.handle.net/10495/39605

Características asociadas al riesgo de suicidio valorado clínicamente en personas con intento reciente ; Clinical Assessment of Suicidal Risk in Subjects with a Recent Suicide Attempt

Authors: García Valencia, Jenny, Palacio Acosta, Carlos Alberto, Arias Valencia, Samuel, Ocampo Saldarriaga, María Victoria, Calle Bernal, Jorge Julián, Restrepo Bernal, Diana Patricia, Vargas Cuadros, Gabriel Alberto, López Jaramillo, Carlos Alberto

Contributors: Grupo Académico de Epidemiología Clínica, Grupo de Investigación en Psiquiatría GIPSI

Subject Terms: Intento de Suicidio, Suicide, Attempted, Factores de Riesgo, Risk Factors, Medición de Riesgo, Risk Assessment, Estudios Transversales, Cross-Sectional Studies, https://id.nlm.nih.gov/mesh/D013406, https://id.nlm.nih.gov/mesh/D012307, https://id.nlm.nih.gov/mesh/D018570, https://id.nlm.nih.gov/mesh/D003430

File Description: 18 páginas; application/pdf

Relation: Rev. Colomb. Psiquiatr.; 627; 610; 36; Revista Colombiana de Psiquiatría; https://hdl.handle.net/10495/44731

Availability: https://hdl.handle.net/10495/44731

Modelo para la calificación, atención y respuesta a situaciones de riesgo de desastres para eventos de afluencia de público en el Estadio Atanasio Girardot

Authors: Torres Orozco, Javier Esteban

Contributors: Rendón Ospina, Iván Darío

Subject Terms: Planes de emergencias, Servicios médicos de urgencia, Rescate, asistencia y protección en desastres, Emergency plans, Emergency medical services, Relief, Assistance and protection in disasters, Evaluación de riesgos, Risk assessment, Estadio Atanasio Girardot (Medellín, Colombia), Multitudes, https://id.nlm.nih.gov/mesh/D004635, https://id.nlm.nih.gov/mesh/D004632, https://id.nlm.nih.gov/mesh/D018570

File Description: application/pdf

Relation: https://hdl.handle.net/10495/31434

Availability: https://hdl.handle.net/10495/31434

Identificación de los factores de riesgo y análisis de la accidentalidad laboral en la empresa Manejos Técnicos de Colombia S.A. 2008-2011

Authors: Hincapié Monsalve, Paula Andrea, Hincapié Yepes, Paula Michel, Espinosa Bolívar, Sandra Milena

Contributors: Sepúlveda Mejía, Diego León

Subject Terms: Accidentes de trabajo, Accidents occupational, Factores de riesgo, Occupational health, Risk factors, Salud laboral, Medición de riesgo, Risk assessment, https://id.nlm.nih.gov/mesh/D000062, https://id.nlm.nih.gov/mesh/D012307, https://id.nlm.nih.gov/mesh/D016272, https://id.nlm.nih.gov/mesh/D018570

File Description: application/pdf

Relation: https://hdl.handle.net/10495/30655

Availability: https://hdl.handle.net/10495/30655

Analysis of risk variables for association with maxillary sinus mucosal thickenings: a cone‑beam computed tomography‑based retrospective study

Authors: Betin Noriega, Carolina, Urbano del Valle, Samuel Enrique, Saldarriaga Naranjo, Clara Inés, Obando Castillo, Jorge Luis, Tobón Arroyave, Sergio Iván

Contributors: Grupo de Investigación en Patología Oral Periodoncia y Cirugía Alvéolo-Dentaria (POPCAD)

Subject Terms: Tomografía Computarizada de Haz Cónico, Cone-Beam Computed Tomography, Seno Maxilar, Estudios Retrospectivos, Retrospective Studies, Diagnóstico por Imagen, Diagnostic Imaging, Medición de Riesgo, Risk Assessment, 3. Ciencias Médicas y de la Salud, https://id.nlm.nih.gov/mesh/D054893, Maxillary Sinus, https://id.nlm.nih.gov/mesh/D008443, https://id.nlm.nih.gov/mesh/D012189, https://id.nlm.nih.gov/mesh/D003952, https://id.nlm.nih.gov/mesh/D018570

File Description: 13 páginas; application/pdf

Relation: Surg. Radiol. Anat.; 429; 417; 45; Surgical and Radiologic Anatomy; https://hdl.handle.net/10495/45726

Availability: https://hdl.handle.net/10495/45726
https://doi.org/10.1007/s00276-023-03090-2