Manuel Campos

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Associate Professor

Universidad de Murcia

Spain

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About

Manuel Campos is an Associate Professor at Universidad de Murcia, Spain. His research focuses on spatiotemporal epidemiological data modeling, antibiotic resistance, and clinical prediction models. Recent articles encompass a variety of topics including patient trajectory analysis, visualization of epidemiological data, and sleep disorders in breast cancer patients. His work contributes significantly to understanding hospital infection dynamics and patient care optimization.

Recent Grants

Grant: Close

Cancer Long Survivors Artificial Intelligence Follow Up (CLARIFY). Subproyecto Kronohealth

Open Date: 2020-01-01

Close Date: 2022-12-01

Grant: Close

Clinical Decision Support System for Infection Surveillance

Open Date: 2019-01-01

Close Date: 2021-12-01

Grant: Close

Implantación del sistema informático WASPSS como salud herramienta para ayuda a la decisión de programas de uso racional y optimización de antimicrobianos (PROA) en el hospital Morales Meseguer.

Open Date: 2018-10-01

Close Date: 2019-12-01

Grant: Close

Servicios para la Implantación del Proyecto Piloto de Evaluación del Sistema Informático WASPSS en diferentes centros hospitalarios

Open Date: 2017-11-01

Close Date: 2020-11-01

Grant: Close

Evaluación de sistemas informáticos para implantación de ayuda a la decisión clínica en antimicrobial stewardship en hospitales españoles.

Open Date: 2017-07-01

Close Date: 2017-10-01

Articles (20)

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2025

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2023

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2022

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2022

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2021

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2021

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2020

Collaborators (8)

ANGELES ROL

Universidad de Murcia

SPAIN

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Pedro Sousa

Universidade de Aveiro

PORTUGAL

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Lorena Pujante Otálora

Universidad de Murcia

SPAIN

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Gracinda Rita Guerreiro

Full Professor

Faculdade de Ciências da Universidade de Lisboa

PORTUGAL

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José A. Lorente

Universidad Carlos III de Madrid

SPAIN

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Joao Pimentao

Professor Auxiliar

Faculdade de Ciências da Universidade de Lisboa

PORTUGAL

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Mariano Provencio Pulla

Head of Medical Oncology Department at Puerta de Hierro University Hospital

Hospital Universitario Puerta del Hierro Majadahonda

SPAIN

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Bernardo Canovas-Segura

Universidad de Murcia

SPAIN

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Manuel Campos

Research Interests

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Recent Grants

Articles (20)

Spatiotemporal Epidemiological Similarity Based on Patient Trajectories

Discovering multiple antibiotic resistance phenotypes using diverse top-k subgroup list discovery

Spatiotemporal Data Modelling for Epidemiological Research in Hospitals

Visualization of Spatial–Temporal Epidemiological Data: A Scoping Review

Approaches for Dealing with Seasonality in Clinical Prediction Models for Infections

VLSD—An Efficient Subgroup Discovery Algorithm Based on Equivalence Classes and Optimistic Estimate

5PSQ-135 Has an antimicrobial stewardship programme had an impact on the antibiotic consumption?

The use of networks in spatial and temporal computational models for outbreak spread in epidemiology: A systematic review

Spatial-temporal simulation for hospital infection spread and outbreaks of Clostridioides difficile

2070P Assessment of healthy lifestyle habits in breast cancer patients

2133P Sleep disorders: Evolution in time in early breast cancer (EBC)

469P Metastasic breast cancer: Differences in motor activity and sleep patterns by kind of treatment

Meaningful time-related aspects of alerts in Clinical Decision Support Systems. A unified framework

An Artificial Intelligence-Based Tool for Data Analysis and Prognosis in Cancer Patients: Results from the Clarify Study

Living at the Wrong Time: Effects of Unmatching Official Time in Portugal and Western Spain

Business Process Model and Notation and openEHR Task Planning for Clinical Pathway Standards in Infections: Critical Analysis

Using the Diagnostic Odds Ratio to Select Patterns to Build an Interpretable Pattern-Based Classifier in a Clinical Domain: Multivariate Sequential Pattern Mining Study

A methodology based on Trace-based clustering for patient phenotyping

P54.04 Detecting Elevated Risk of Diminished Quality of Life Among Lung Cancer Patients by Using Wearable Devices

Validation against PSG of an Ambulatory Circadian Monitoring (ACM) procedure for the estimation of sleep in children.

Collaborators (8)

ANGELES ROL

Pedro Sousa

Lorena Pujante Otálora

Gracinda Rita Guerreiro

José A. Lorente

Joao Pimentao

Mariano Provencio Pulla

Bernardo Canovas-Segura

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