Dae-Jin Lee

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 5

Top Topics

Convolutional Neural Networks

Quantitative Analysis

Machine Learning Methods

Top Venues

Comput. Methods Programs Biomed.

IEEE J. Biomed. Health Informatics

Publications

Ibon Martínez-Arranz, Cristina Alonso, Rebeca Mayo, Itziar Mincholé, José M. Mato, Dae-Jin Lee
Genetic algorithms applied to translational strategy in metabolic-dysfunction associated steatohepatitis (MASH). Learning from mouse models. Comput. Methods Programs Biomed. 255 (2024)
Fernando García-García, Dae-Jin Lee, Francisco J. Mendoza-Garcés, Susana García-Gutierrez
Reliable prediction of difficult airway for tracheal intubation from patient preoperative photographs by machine learning methods. Comput. Methods Programs Biomed. 248 (2024)
Fernando García-García, Dae-Jin Lee, Pedro Pablo España Yandiola, Isabel Urrutia Landa, Joaquín Martínez-Minaya, Miren Hayet-Otero, Mónica Nieves Ermecheo, José María Quintana, Rosario Menéndez, Antoni Torres, Rafael Zalacain Jorge
Cost-Sensitive Ordinal Classification Methods to Predict SARS-CoV-2 Pneumonia Severity. IEEE J. Biomed. Health Informatics 28 (5) (2024)
Fernando Garcia-Garcia, Dae-Jin Lee, Francisco J. Mendoza-Garcés, Sofía Irigoyen-Miró, María J. Legarreta-Olabarrieta, Susana García-Gutierrez, Inmaculada Arostegui
Automated location of orofacial landmarks to characterize airway morphology in anaesthesia via deep convolutional neural networks. Comput. Methods Programs Biomed. 232 (2023)
María Xosé Rodríguez-Álvarez, María Durbán, Dae-Jin Lee, Paul H. C. Eilers
On the estimation of variance parameters in non-standard generalised linear mixed models: application to penalised smoothing. Stat. Comput. 29 (3) (2019)
María Xosé Rodríguez-Álvarez, Dae-Jin Lee, Thomas Kneib, María Durbán, Paul H. C. Eilers
Fast smoothing parameter separation in multidimensional generalized P-splines: the SAP algorithm. Stat. Comput. 25 (5) (2015)
Dae-Jin Lee, María Durbán, Paul H. C. Eilers
P-spline ANOVA mixed models and nested bases. Comput. Stat. Data Anal. 61 (2013)
Dae-Jin Lee, María Durbán
Smooth-CAR mixed models for spatial count data. Comput. Stat. Data Anal. 53 (8) (2009)