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Soguero-Ruiz, Cristina

Universidad Rey Juan Carlos

0H指数
5论文数
0被引数
收录论文 39
发表时间
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Tabular-to-Image Encoding Methods for Melanoma Detection: A Proof-of-Concept表格到图像编码方法在黑色素瘤检测中的应用：一项概念验证研究
errApplied Sciences-Basel
IF2.5
err2026-03-03
err0
PREAI
errGomez-Martinez, Vanesa; Chushig-Muzo, David; Soguero-Ruiz, Cristina
err分享
err收藏
Evaluation of a Retrieval-Augmented Generation Chatbot for Antimicrobial Resistance Research: Comparative Analysis of Large Language Models评估检索增强生成聊天机器人在抗菌药物耐药性研究中的应用：大型语言模型的比较分析
errJMIR AI
IF2
err2026-01-01
err0
PREAI
errEscudero-Arnanz, Oscar; Valero-Mendez, Manuel Eduardo; Sanchez-Ramos, Noelia; Soguero-Ruiz, Cristina
err分享
err收藏
Interpretable large language models for early prediction of antimicrobial multidrug resistance可解释的大型语言模型用于抗菌多重耐药的早期预测
errHealth Information Science and Systems
IF3.4
err2025-12-09
err0
errOAAI
errLucía Carmona-Martos; Paula Martín-Palomeque; Óscar Escudero-Arnanz; Cristina Soguero-Ruiz
err分享
err收藏
A federated meta-learning aided intelligent edge framework by using the parameter optimization approach一种基于参数优化方法的联邦元学习辅助智能边缘框架
errEURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING
IF1.9
err2025-10-15
err0
errOAAI
errZhu, Xiaofeng; Fan, Qiaosong; Peng, Jiaqiang; Qian, Yuwen
err分享
err收藏
Glucostats: an efficient Python library for glucose time series feature extraction and visual analysisGlucostats：一个用于葡萄糖时间序列特征提取和可视化分析的Python库
errBMC Bioinformatics
IF3.3
err2025-10-03
err0
errOAAI
errPablo Peiro-Corbacho; Francisco J. Lara-Abelenda; David Chushig-Muzo; Ana M. Wägner; Conceição Granja; Cristina Soguero-Ruiz
err分享
err收藏
Early detection of Multidrug Resistance using Multivariate Time Series analysis and interpretable patient-similarity representations利用多变量时间序列分析和可解释的患者相似性表征进行多重耐药的早期检测
errComputer Methods and Programs in Biomedicine
IF4.8
err2025-07-12
err0
errOAAI
errÓscar Escudero-Arnanz; Antonio G. Marques; Inmaculada Mora-Jiménez; Joaquín Álvarez-Rodríguez; Cristina Soguero-Ruiz
err分享
err收藏
Multimodal interpretable data-driven models for early prediction of multidrug resistance using multivariate time series基于多变量时间序列的用于多药耐药早期预测的多模态可解释数据驱动模型
errHEALTH INFORMATION SCIENCE AND SYSTEMS
IF3.4
err2025-05-07
err0
PREAI
errÓscar Escudero-Arnanz; Sergio Martínez-Agüero; Paula Martín-Palomeque; Antonio G. Marques; Inmaculada Mora-Jiménez; Joaquín Álvarez-Rodríguez; Cristina Soguero-Ruiz
err分享
err收藏
Transfer learning for a tabular-to-image approach: A case study for cardiovascular disease prediction表格到图像迁移学习：心血管疾病预测的案例研究
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2025-05-01
err0
PREAI
errChushig-Muzo, David; Peiro-Corbacho, Pablo; Gomez-Martinez, Vanesa; Wagner, Ana M.; Granja, Conceicao; Soguero-Ruiz, Cristina
err分享
err收藏
Interpretable and multimodal fusion methodology to predict severe in adults with 1 diabetes可解释的多模态融合方法，用于预测1型糖尿病成人患者的严重情况
errENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
IF8
err2025-03-01
err1
PREAI
errLara-Abelenda, Francisco J.; Wagner, Ana M.; Tayefi, Maryam; Soguero-Ruiz, Cristina
err分享
err收藏
Explainable Spatio-Temporal GCNNs for Irregular Multivariate Time Series: Architecture and Application to ICU Patient Data可解释的时空GCNNs用于不规则多变量时间序列：架构及其在ICU患者数据中的应用
errIEEE Transactions on Signal and Information Processing over Networks
IF4.9
err2025-01-01
err0
errOAAI
errÓscar Escudero-Arnanz; Cristina Soguero-Ruiz; Antonio G. Marques
err分享
err收藏
Ensemble feature selection and tabular data augmentation with generative adversarial networks to enhance cutaneous melanoma identification and interpretability集成特征选择和生成对抗网络的表格数据增强，以增强皮肤黑色素瘤的识别和可解释性
errBIODATA MINING
IF6.1
err2024-10-30
err0
errOAAI
errGomez-Martinez, Vanesa; Chushig-Muzo, David; Veierod, Marit B.; Granja, Conceicao; Soguero-Ruiz, Cristina
err分享
err收藏
Interpretable Data-Driven Approach Based on Feature Selection Methods and GAN-Based Models for Cardiovascular Risk Prediction in Diabetic Patients
errIEEE ACCESS
IF3.6
err2024-01-01
err2
errOAAI
errChushig-Muzo, David; Calero-Diaz, Hugo; Lara-Abelenda, Francisco J.; Gomez-Martinez, Vanesa; Granja, Conceicao; Soguero-Ruiz, Cristina
err分享
err收藏
A streaming data visualization framework for supporting decision-making in the Intensive Care Unit
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-10-01
err0
errOAAI
errMohedano-Munoz, Miguel A.; Soguero-Ruiz, Cristina; Mora-Jimenez, Inmaculada; Rubio-Sanchez, Manuel; Alvarez-Rodriguez, Joaquin; Sanchez, Alberto
err分享
err收藏
Synthetic Patient Data Generation and Evaluation in Disease Prediction Using Small and Imbalanced Datasets使用小且不平衡的数据集在疾病预测中的综合患者数据生成和评估
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2023-06-01
err16
errOAAI
errRodriguez-Almeida, Antonio J.; Fabelo, Himar; Ortega, Samuel; Deniz, Alejandro; Balea-Fernandez, Francisco J.; Quevedo, Eduardo; Soguero-Ruiz, Cristina; Wagner, Ana M.; Callico, Gustavo M.
err分享
err收藏
Dimensionality reduction and ensemble of LSTMs for antimicrobial resistance prediction
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2023-04-01
err6
errOAAI
errHernandez-Carnerero, Alvar; Sanchez-Marre, Miquel; Mora-Jimenez, Inmaculada; Soguero-Ruiz, Cristina; Martinez-Aguero, Sergio; Alvarez-Rodriguez, Joaquin
err分享
err收藏
Learning and visualizing chronic latent representations using electronic health records使用电子健康记录学习和可视化慢性潜在表征
errBIODATA MINING
IF6.1
err2022-09-05
err5
errOAAI
errChushig-Muzo, David; Soguero-Ruiz, Cristina; Bohoyo, Pablo de Miguel; Mora-Jimenez, Inmaculada
err分享
err收藏
Interpretable clinical time-series modeling with intelligent feature selection for early prediction of antimicrobial multidrug resistance具有智能特征选择的可解释临床时间序列建模，用于抗菌药物多药耐药性的早期预测
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2022-08-01
err20
errOAAI
errMartinez-Aguero, Sergio; Soguero-Ruiz, Cristina; Alonso-Moral, Jose M.; Mora-Jimenez, Inmaculada; Alvarez-Rodriguez, Joaquin; Marques, Antonio G.
err分享
err收藏
Deep Learning to Measure the Intensity of Indocyanine Green in Endometriosis Surgeries with Intestinal Resection
errJOURNAL OF PERSONALIZED MEDICINE
IF3
err2022-06-16
err4
errOAAI
errHernandez, Alicia; de Zulueta, Pablo Robles; Spagnolo, Emanuela; Soguero, Cristina; Cristobal, Ignacio; Pascual, Isabel; Lopez, Ana; Ramiro-Cortijo, David
err分享
err收藏
Interpreting clinical latent representations using autoencoders and probabilistic models
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2021-12-01
err5
errOAAI
errChushig-Muzo, David; Soguero-Ruiz, Cristina; de Miguel-Bohoyo, Pablo; Mora-Jimenez, Inmaculada
err分享
err收藏
Data and Network Analytics for COVID-19 ICU Patients: A Case Study for a Spanish Hospital
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2021-12-01
err2
PREAI
errMartinez-Aguero, Sergio; Marques, Antonio G.; Mora-Jimenez, Inmaculada; Alvarez-Rodriguez, Joaquin; Soguero-Ruiz, Cristina
err分享
err收藏

研究方向

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合作学者
合作期刊
M
Mark Girolami
H 指数: 65 · 论文数: 460
A
Andries P. Engelbrecht
H 指数: 61 · 论文数: 544
M
Marit B. Veierød
H 指数: 56 · 论文数: 330
A
Arthur Revhaug
H 指数: 39 · 论文数: 208
R
Robert Jenssen
H 指数: 38 · 论文数: 250
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