KoopaML: a graphical platform for building machine learning pipelines adapted to health professionals

F García-Peñalvo, A Vázquez-Ingelmo… - 2024 - reunir.unir.net
Machine Learning (ML) has extended its use in several domains to support complex
analyses of data. The medical field, in which significant quantities of data are continuously …

[PDF][PDF] Explainable Rules and Heuristics in AI Algorithm Recommendation Approaches—A Systematic Literature Review and Mapping Study

A García-Holgado, A Vazquez-Ingelmo… - 2023 - cdn.techscience.cn
The exponential use of artificial intelligence (AI) to solve and automated complex tasks has
catapulted its popularity generating some challenges that need to be addressed. While AI is …

Testing and improvements of KoopaML: a platform to ease the development of Machine Learning pipelines in the medical domain

A Vázquez-Ingelmo, A García-Holgado… - International conference …, 2022 - Springer
Abstract Machine Learning (ML) applications in complex domains, such as the medical
domain, can be highly beneficial, but also hazardous if some concepts are overlooked. In …

D-Ai-com: A Dicom reception node to automate the application of artificial intelligence scripts to medical imaging data

A Vázquez-Ingelmo, A García-Holgado… - World Conference on …, 2023 - Springer
Artificial Intelligence (AI) has proven to be useful in several fields. The medical domain is
one of the fields that benefits from the application of AI methods to automate and ease …

KoopaML, a Machine Learning platform for medical data analysis

A García-Holgado, A Vázquez-Ingelmo… - Journal on Interactive …, 2022 - gredos.usal.es
Machine Learning allows facing complex tasks related to data analysis with big datasets.
This Artificial Intelligence branch allows not technical contexts to get benefits related to data …

Integrating Artificial Intelligence into Design Thinking: A Comprehensive Examination of the Principles and Potentialities of AI for Design Thinking Framework

HR Saeidnia, M Ausloos - InfoScience Trends, 2024 - isjtrend.com
This study explores the synergistic potential of integrating artificial intelligence (AI) with
design thinking, aiming to enhance innovation and problem-solving capabilities in various …

Automatic generation of software interfaces for supporting decisionmaking processes. An application of domain engineering & machine learning

A Vázquez Ingelmo - 2022 - gredos.usal.es
[EN] Data analysis is a key process to foster knowledge generation in particular domains or
fields of study. With a strong informative foundation derived from the analysis of collected …

Are Textual Recommendations Enough? Guiding Physicians Toward the Design of Machine Learning Pipelines Through a Visual Platform

A Vázquez-Ingelmo, A García-Holgado… - … Conference on Flexible …, 2023 - Springer
The prevalence of artificial intelligence (AI) in our daily lives is often exaggerated by the
media, leading to a positive public perception while overlooking potential problems. In the …

Refactoring User Interfaces Through a Data-Driven Framework: a Case Study in the Health Domain

A VázquezIngelmo, A García-Holgado… - 2023 XLIX Latin …, 2023 - ieeexplore.ieee.org
User interfaces (UIs) play a crucial role in defining user experiences and influencing the
success of software products. While UI design has traditionally been subjective and iterative …

[PDF][PDF] KoopaML: Application for receiving and processing DICOM images.

R Fraile-Sanchón, A Vázquez-Ingelmo… - IVUS, 2023 - ceur-ws.org
AI algorithms application to medical data has gained relevance due to their powerful
benefits among different research tasks. However, medical data is heterogeneous and …