Personal information

Biography

@BCN-AIM
https://www.bcn-aim.org/

Activities

Employment (1)

Helmholtz Zentrum München: Munich, DE

Visiting Researcher ( Institute of Machine Learning in Biomedical Imaging)
Employment
Source: Self-asserted source
Richard Osuala

Education and qualifications (3)

University of St Andrews: St Andrews, GB

Education
Source: Self-asserted source
Richard Osuala

University of Barcelona: Barcelona, ES

Education
Source: Self-asserted source
Richard Osuala

Technische Universität München: Munich, DE

Education
Source: Self-asserted source
Richard Osuala

Works (12)

On Differentially Private 3D Medical Image Synthesis with Controllable Latent Diffusion Models

2025 | Book chapter
Contributors: Deniz Daum; Richard Osuala; Anneliese Riess; Georgios Kaissis; Julia A. Schnabel; Maxime Di Folco
Source: check_circle
Crossref

Revisiting Skin Tone Fairness in Dermatological Lesion Classification

2023 | Book chapter
Contributors: Thorsten Kalb; Kaisar Kushibar; Celia Cintas; Karim Lekadir; Oliver Diaz; Richard Osuala
Source: check_circle
Crossref

Data synthesis and adversarial networks: A review and meta-analysis in cancer imaging

Medical Image Analysis
2023-02 | Journal article
Contributors: Richard Osuala; Kaisar Kushibar; Lidia Garrucho; Akis Linardos; Zuzanna Szafranowska; Stefan Klein; Ben Glocker; Oliver Diaz; Karim Lekadir
Source: check_circle
Crossref
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Preferred source (of 2)‎

medigan: a Python library of pretrained generative models for medical image synthesis

Journal of Medical Imaging
2023-02-20 | Journal article
Part of ISSN: 2329-4302
Contributors: Richard Osuala; Grzegorz Skorupko; Noussair Lazrak; Lidia Garrucho; Eloy García; Smriti Joshi; Socayna Jouide; Michael Rutherford; Fred Prior; Kaisar Kushibar et al.
Source: Self-asserted source
Richard Osuala

High-resolution synthesis of high-density breast mammograms: Application to improved fairness in deep learning based mass detection.

Frontiers in oncology
2023-01 | Journal article
Contributors: Garrucho L; Kushibar K; Osuala R; Diaz O; Catanese A; Del Riego J; Bobowicz M; Strand F; Igual L; Lekadir K
Source: Self-asserted source
Richard Osuala via Europe PubMed Central
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nn-UNet Training on CycleGAN-Translated Images for Cross-modal Domain Adaptation in Biomedical Imaging

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2022 | Book
EID:

2-s2.0-85135152786

Part of ISSN: 16113349 03029743
Contributors: Joshi, S.; Osuala, R.; Martín-Isla, C.; Campello, V.M.; Sendra-Balcells, C.; Lekadir, K.; Escalera, S.
Source: Self-asserted source
Richard Osuala via Scopus - Elsevier

Sharing Generative Models Instead of Private Data: A Simulation Study on Mammography Patch Classification

Proceedings of SPIE - The International Society for Optical Engineering
2022 | Conference paper
EID:

2-s2.0-85136089166

Part of ISSN: 1996756X 0277786X
Contributors: Szafranowska, Z.; Osuala, R.; Breier, B.; Kushibar, K.; Lekadir, K.; Diaz, O.
Source: Self-asserted source
Richard Osuala via Scopus - Elsevier

Towards Interpretable Summary Evaluation via Allocation of Contextual Embeddings to Reference Text Topics

arXiv
2022 | Other
EID:

2-s2.0-85141709282

Part of ISSN: 23318422
Contributors: Schaper, B.; Lohse, C.; Streile, M.; Giovannini, A.; Osuala, R.
Source: Self-asserted source
Richard Osuala via Scopus - Elsevier

Future-AI: Guiding principles and consensus recommendations for trustworthy artificial intelligence in future medical imaging

arXiv
2021 | Other
EID:

2-s2.0-85115868076

Part of ISSN: 23318422
Contributors: Lekadir, K.; Osuala, R.; Gallin, C.; Lazrak, N.; Kushibar, K.; Tsakou, G.; Aussó, S.; Alberich, L.C.; Marias, K.; Tskinakis, M. et al.
Source: Self-asserted source
Richard Osuala via Scopus - Elsevier

Data preparation for artificial intelligence in medical imaging: A comprehensive guide to open-access platforms and tools.

Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB)
2021-03-05 | Journal article
Source: Self-asserted source
Richard Osuala
grade
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Bringing Modern Machine Learning into Clinical Practice Through the Use of Intuitive Visualization and Human–Computer Interaction

Augmented Human Research
2019-12 | Journal article
Part of ISSN: 2365-4317
Part of ISSN: 2365-4325
Source: Self-asserted source
Richard Osuala

Visualization of patient specific disease risk prediction

2017 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI)
2017 | Conference paper
Source: Self-asserted source
Richard Osuala
grade
Preferred source (of 2)‎