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ORCIDJosé Bobes-Bascarán
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Journal Articles
- 2024
[j2]Eduardo Mosqueira-Rey
, Elena Hernández-Pereira, José Bobes-Bascarán, David Alonso-Ríos, Alberto Pérez-Sánchez, Ángel Fernández-Leal, Vicente Moret-Bonillo, Yolanda Vidal-Ínsua, Francisca Vázquez-Rivera:
Addressing the data bottleneck in medical deep learning models using a human-in-the-loop machine learning approach. Neural Comput. Appl. 36(5): 2597-2616 (2024)- 2023
- [j1]Eduardo Mosqueira-Rey, Elena Hernández-Pereira, David Alonso-Ríos, José Bobes-Bascarán, Ángel Fernández-Leal:
Human-in-the-loop machine learning: a state of the art. Artif. Intell. Rev. 56(4): 3005-3054 (2023)
Conference and Workshop Papers
- 2023
- [c3]Eduardo Mosqueira-Rey, Alberto Pérez-Sánchez, Elena Hernández-Pereira, David Alonso-Ríos, José Bobes-Bascarán, Ángel Fernández-Leal, Vicente Moret-Bonillo, Yolanda Vidal-Ínsua, Francisca Vázquez-Rivera:
Human-in-the-Loop Machine Learning for the Treatment of Pancreatic Cancer. IJCNN 2023: 1-9 - 2022
- [c2]Eduardo Mosqueira-Rey, Elena Hernández-Pereira, David Alonso-Ríos, José Bobes-Bascarán:
A classification and review of tools for developing and interacting with machine learning systems. SAC 2022: 1092-1101 - [c1]José Bobes-Bascarán, Alberto Pérez-Sánchez, Eduardo Mosqueira-Rey, David Alonso-Ríos, Elena Hernández-Pereira:
Using Active Learning to Improve the Treatment Selection on Pancreatic Cancer Patients. XoveTIC 2022: 70-72
Informal and Other Publications
- 2024
- [i1]José Bobes-Bascarán, Eduardo Mosqueira-Rey, Ángel Fernández-Leal, Elena Hernández-Pereira, David Alonso-Ríos, Vicente Moret-Bonillo, Israel Figueirido-Arnoso, Yolanda Vidal-Ínsua:
Evaluating Explanatory Capabilities of Machine Learning Models in Medical Diagnostics: A Human-in-the-Loop Approach. CoRR abs/2403.19820 (2024)
Coauthor Index
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