A methodology based on Trace-based clustering for patient phenotyping A Lopez-Martinez-Carrasco, JM Juarez, M Campos, B Canovas-Segura Knowledge-Based Systems 232, 107469, 2021 | 12 | 2021 |
Improving interpretable prediction models for antimicrobial resistance B Cánovas-Segura, A Morales, AL Martinez-Carrasco, M Campos, ... 2019 IEEE 32nd International Symposium on Computer-Based Medical Systems …, 2019 | 11 | 2019 |
VLSD—An efficient subgroup discovery algorithm based on equivalence classes and optimistic estimate A Lopez-Martinez-Carrasco, JM Juarez, M Campos, B Canovas-Segura Algorithms 16 (6), 274, 2023 | 9 | 2023 |
Exploring antimicrobial resistance prediction using post-hoc interpretable methods B Cánovas-Segura, A Morales, AL Martínez-Carrasco, M Campos, ... Artificial Intelligence in Medicine: Knowledge Representation and …, 2019 | 6 | 2019 |
Discovering diverse top-k characteristic lists A Lopez-Martinez-Carrasco, HM Proença, JM Juarez, M van Leeuwen, ... International Symposium on Intelligent Data Analysis, 262-273, 2023 | 5 | 2023 |
Novel approach for phenotyping based on diverse top-k subgroup lists A Lopez-Martinez-Carrasco, HM Proença, JM Juarez, M Leeuwen, ... International Conference on Artificial Intelligence in Medicine, 45-50, 2023 | 3 | 2023 |
Interpretable patient subgrouping using trace-based clustering AL Martinez-Carrasco, JM Juarez, M Campos, A Morales, F Palacios, ... Artificial Intelligence in Medicine: 17th Conference on Artificial …, 2019 | 3 | 2019 |
Phenotypes for Resistant Bacteria Infections Using an Efficient Subgroup Discovery Algorithm A Lopez-Martinez-Carrasco, JM Juarez, M Campos, B Canovas-Segura Artificial Intelligence in Medicine: 19th International Conference on …, 2021 | 1 | 2021 |
Subgroups: A Python library for Subgroup Discovery A Lopez-Martinez-Carrasco, JM Juarez, M Campos, F Mora-Caselles SoftwareX 28, 101895, 2024 | | 2024 |
A Methodology Based on Subgroup Discovery to Generate Reduced Subgroup Sets for Patient Phenotyping. A Lopez-Martinez-Carrasco, JM Juarez, M Campos, B Cánovas-Segura BIOSTEC (2), 346-353, 2024 | | 2024 |
Metodologıa Basada en Agrupamiento y Visualizacion para el Fenotipado de Pacientes JM Juarez, AL Martinez-Carrasco, M Campos, A Morales, F Palacios | | |