Luis Oala

Publications

113

Citations

H-Index

2020

Active since

Affiliations

Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute(Current)

University of Nottingham

Luis Oala is an author at Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute specializing in engineering, data science, and machine learning.

ORCID

Top concepts

EngineeringData ScienceMachine LearningDeep LearningUncertainty ModelingMedical Image ComputingUncertainty QuantificationTrustHealthBig Data

Publications per year

2020–2024

Publications

Improving Uncertainty Estimation With Semi-Supervised Deep Learning for COVID-19 Detection Using Chest X-Ray Images

Shengxiang Yang, Armaghan Moemeni, Simon Colreavy‐Donnelly et al. · IEEE Access · 2021 · 42 citations · Full text

Engineering, Machine Learning, Diagnosis +22

Piloting a Survey-Based Assessment of Transparency and Trustworthiness with Three Medical AI Tools

Jana Fehr, Giovanna Jaramillo-Gutierrez, Luis Oala et al. · Healthcare · 2022 · 20 citations · Full text

Artificial Intelligence, Engineering, Ethical Guidelines +20

Croissant: A Metadata Format for ML-Ready Datasets

Mubashara Akhtar, Omar Benjelloun, Costanza Conforti et al. · 2024 · 15 citations · Full text

Engineering, Machine Learning, Popular Ml Frameworks +20

Dataset Similarity to Assess Semisupervised Learning Under Distribution Mismatch Between the Labeled and Unlabeled Datasets

Luis Oala, Jordina Torrents‐Barrena, Shengxiang Yang et al. · IEEE Transactions on Artificial Intelligence · 2022 · 14 citations · Full text

ML4H Auditing: From Paper to Practice

Luis Oala, Jana Fehr, L. Gilli et al. · SERVAL (Université de Lausanne) · 2020 · 12 citations · Full text

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