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Alfredo Vellido

computer science dept., univ. politècnica de catalunya, barcelona, spain

30H指数
262论文数
4.2K被引数
收录论文 41
发表时间
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An artificial intelligence-based platform for personalized predictions of Metacognitive Training effectiveness基于人工智能的个性化元认知训练有效性预测平台
errComputational and Structural Biotechnology Journal
IF4.1
err2025-08-05
err0
errOAAI
errCaroline König; Pedro Copado; Alfredo Vellido; Àngela Nebot; Cecilio Angulo; Maria Lamarca; Vanessa Acuña; Fabrice Berna; Steffen Moritz; Łukasz Gawęda; Susana Ochoa
err分享
err收藏
Machine Learning Prediction of Cardiovascular Risk in Type 1 Diabetes Mellitus Using Radiomics Features from Multimodal Retinal Images基于多模态视网膜图像放射组学特征对1型糖尿病心血管风险的机器学习预测
errOphthalmology Science
IF4.6
err2025-07-04
err0
errOAAI
errAriadna Tohà-Dalmau; Josep Rosinés-Fonoll; Enrique Romero; Ferran Mazzanti; Ruben Martin-Pinardel; Sonia Marias-Perez; Carolina Bernal-Morales; Rafael Castro-Dominguez; Andrea Mendez; Emilio Ortega; Irene Vinagre; Marga Gimenez; Alfredo Vellido; Javier Zarranz-Ventura
err分享
err收藏
Data harmonization for the analysis of personalized treatment of psychosis with metacognitive training
errSCIENTIFIC REPORTS
IF3.9
err2025-03-24
err0
errOAAI
errKonig, Caroline; Copado, Pedro; Lamarca, Maria; Guendouz, Wafaa; Fischer, Rabea; Schlechte, Merle; Acuna, Vanessa; Berna, Fabrice; Gaweda, Lucasz; Vellido, Alfredo; Nebot, Angela; Angulo, Cecilio; Ochoa, Susana
err分享
err收藏
Understanding predictions of drug profiles using explainable machine learning models
errBIODATA MINING
IF6.1
err2024-08-01
err1
errOAAI
errKonig, Caroline; Vellido, Alfredo
err分享
err收藏
GPCR molecular dynamics forecasting using recurrent neural networks (vol 13, 20995, 2023)
errSCIENTIFIC REPORTS
IF3.9
err2024-04-30
err0
errOAAI
errLopez-Correa, Juan Manuel; Konig, Caroline; Vellido, Alfredo
err分享
err收藏
GPCR molecular dynamics forecasting using recurrent neural networks
errSCIENTIFIC REPORTS
IF3.9
err2023-11-28
err1
errOAAI
errLopez-Correa, Juan Manuel; Konig, Caroline; Vellido, Alfredo
err分享
err收藏
Radiomics-Based Assessment of OCT Angiography Images for Diabetic Retinopathy Diagnosis基于影像组学的OCT血管造影图像对糖尿病视网膜病变诊断的评估
errOPHTHALMOLOGY SCIENCE
IF4.6
err2023-06-01
err15
errOAAI
errCarrera-Escale, Laura; Benali, Anass; Rathert, Ann-Christin; Martin-Pinardel, Ruben; Bernal-Morales, Carolina; Ale-Chilet, Anibal; Barraso, Marina; Marin-Martinez, Sara; Feu-Basilio, Silvia; Rosines-Fonoll, Josep; Hernandez, Teresa; Vila, Irene; Castro-Dominguez, Rafael; Oliva, Cristian; Vinagre, Irene; Ortega, Emilio; Gimenez, Marga; Vellido, Alfredo; Romero, Enrique; Zarranz-Ventura, Javier
err分享
err收藏
The coming of age of interpretable and explainable machine learning models可解释和可解释的机器学习模型时代的到来
errNEUROCOMPUTING
IF6.5
err2023-05-01
err40
errOAAI
errLisboa, P. J. G.; Saralajew, S.; Vellido, A.; Fernandez-Domenech, R.; Villmann, T.
err分享
err收藏
Unraveling response to temozolomide in preclinical GL261 glioblastoma with MRI/MRSI using radiomics and signal source extraction
errSCIENTIFIC REPORTS
IF3.9
err2020-11-12
err10
errOAAI
errMiguel Nunez, Luis; Romero, Enrique; Julia-Sape, Margarida; Ledesma-Carbayo, Maria Jesus; Santos, Andres; Arus, Carles; Paula Candiota, Ana; Vellido, Alfredo
err分享
err收藏
Leveraging Data Science for a Personalized Haemodialysis
errKIDNEY DISEASES
IF3.1
err2020-05-25
err6
errOAAI
errHueso, Miguel; de Haro, Lluis; Calabia, Jordi; Dal-Re, Rafael; Tebe, Cristian; Gibert, Karina; Cruzado, Josep M.; Vellido, Alfredo
err分享
err收藏
Blood Pressure Assessment with Differential Pulse Transit Time and Deep Learning: A Proof of Concept
errKIDNEY DISEASES
IF3.1
err2018-10-25
err20
errOAAI
errRibas Ripoll, Vicent; Vellido, Alfredo
err分享
err收藏
Artificial Intelligence and Dialysis
errKIDNEY DISEASES
IF3.1
err2018-10-09
err2
errOAAI
errHueso, Miguel; Vellido, Alfredo
err分享
err收藏
Societal Issues Concerning the Application of Artificial Intelligence in Medicine人工智能在医学中应用的社会问题
errKIDNEY DISEASES
IF3.1
err2018-09-03
err61
errOAAI
errVellido, Alfredo
err分享
err收藏
Using machine learning tools for protein database biocuration assistance
errSCIENTIFIC REPORTS
IF3.9
err2018-07-05
err3
errOAAI
errKonig, Caroline; Shaim, Ilmira; Vellido, Alfredo; Romero, Enrique; Alquezar, Rene; Giraldo, Jestis
err分享
err收藏
Systematic Analysis of Primary Sequence Domain Segments for the Discrimination Between Class C GPCR Subtypes
errINTERDISCIPLINARY SCIENCES-COMPUTATIONAL LIFE SCIENCES
IF3.9
err2018-02-19
err6
errOAAI
errKonig, Caroline; Alquezar, Rene; Vellido, Alfredo; Giraldo, Jesus
err分享
err收藏
Artificial Intelligence for the Artificial Kidney: Pointers to the Future of a Personalized Hemodialysis Therapy人工肾脏的人工智能: 指向个性化血液透析治疗的未来
errKIDNEY DISEASES
IF3.1
err2018-01-25
err20
errOAAI
errHueso, Miguel; Vellido, Alfredo; Montero, Nuria; Barbieri, Carlo; Ramos, Rosa; Angoso, Manuel; Cruzado, Josep Maria; Jonsson, Anders
err分享
err收藏
Influencing factors in energy use of housing blocks: a new methodology, based on clustering and energy simulations, for decision making in energy refurbishment projects
errENERGY EFFICIENCY
IF4
err2016-07-04
err8
PREAI
errCipriano, X.; Vellido, A.; Cipriano, J.; Marti-Herrero, J.; Danov, S.
err分享
err收藏
Quantitative characterization and prediction of on-line purchasing behavior: A latent variable approach
errINTERNATIONAL JOURNAL OF ELECTRONIC COMMERCE
IF3.8
err2015-12-08
err45
PREAI
errVellido, A; Lisboa, PJG; Meehan, K
err分享
err收藏
Making nonlinear manifold learning models interpretable: The manifold grand tour
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2015-12-01
err3
errOAAI
errLisboa, Paulo J. G.; Martin-Guerrero, Jose D.; Vellido, Alfredo
err分享
err收藏
Automated classification of brain tumours from short echo time in vivo MRS data using Gaussian Decomposition and Bayesian Neural Networks
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2014-09-01
err19
PREAI
errArizmendi, Carlos; Sierra, Daniel A.; Vellido, Alfredo; Romero, Enrique
err分享
err收藏

研究方向

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