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R

Richard Osuala

technical university munich

11H-index
60Paper Count
702Citation Count
Published Papers 14
Publication Date
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Progressive growing of patch size: Curriculum learning for accelerated and improved medical image segmentation
errMedical Image Analysis
IF11.8
err2026-07-03
err0
errOAAI
errStefan M. Fischer; Johannes Kiechle; Laura Daza; Lina Felsner; Richard Osuala; Daniel M. Lang; Karim Lekadir; Jan C. Peeken; Julia A. Schnabel
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Fréchet Radiomic Distance (FRD): A Versatile Metric for Comparing Medical Imaging Datasets
errMedical Image Analysis
IF11.8
err2026-01-24
err0
PREAI
errNicholas Konz; Richard Osuala; Preeti Verma; Yuwen Chen; Hanxue Gu; Haoyu Dong; Yaqian Chen; Andrew Marshall; Lidia Garrucho; Kaisar Kushibar; Daniel M. Lang; Gene S. Kim; Lars J. Grimm; John M. Lewin; James S. Duncan; Julia A. Schnabel; Oliver Diaz; Karim Lekadir; Maciej A. Mazurowski
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errSave
Fairness-Aware Data Augmentation for Cardiac MRI Using Text-Conditioned Diffusion Models
errFAIRNESS OF AI IN MEDICAL IMAGING, FAIMI 2025
IF0
err2026-01-01
err0
PREAI
errSkorupko, Grzegorz; Osuala, Richard; Szafranowska, Zuzanna; Kushibar, Kaisar; Dang, Vien Ngoc; Aung, Nay; Petersen, Steffen E.; Lekadir, Karim; Gkontra, Polyxeni
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Single Image Test-Time Adaptation via Multi-View Co-Training
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT VI
IF0
err2026-01-01
err0
PREAI
errJoshi, Smriti; Osuala, Richard; Garrucho, Lidia; Kushibar, Kaisar; Kessler, Dimitri; Diaz, Oliver; Lekadir, Karim
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errSave
Temporal Neural Cellular Automata: Application to Modeling of Contrast Enhancement in Breast MRI
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT IV
IF0
err2026-01-01
err0
PREAI
errLang, Daniel M.; Osuala, Richard; Spieker, Veronika; Lekadir, Karim; Braren, Rickmer; Schnabe, Julia A.
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errSave
Clinically-Guided Data Synthesis for Laryngeal Lesion Detection
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XI
IF0
err2026-01-01
err1
PREAI
errBaldini, Chiara; Kushibar, Kaisar; Osuala, Richard; Balocco, Simone; Diaz, Oliver; Lekadir, Karim; Mattos, Leonardo S.
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errSave
Comparing Conditional Diffusion Models for Synthesizing Contrast-Enhanced Breast MRI from Pre-contrast Images
errARTIFICIAL INTELLIGENCE AND IMAGING FOR DIAGNOSTIC AND TREATMENT CHALLENGES IN BREAST CARE, DEEP-BREATH 2025
IF0
err2026-01-01
err0
PREAI
errIbarra, Sebastian; del Riego, Javier; Catanese, Alessandro; Cuba, Julian; Cardona, Julian; Leon, Nataly; Infante, Jonathan; Lekadir, Karim; Diaz, Oliver; Osuala, Richard
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errSave
Simulating dynamic tumor contrast enhancement in breast MRI using conditional generative adversarial networks
errJOURNAL OF MEDICAL IMAGING
IF1.7
err2025-11-30
err4
PREAI
errOsuala, Richard; Joshi, Smriti; Tsirikoglou, Apostolia; Garrucho, Lidia; Pinaya, Walter H. L.; Lang, Daniel M.; Schnabel, Julia A.; Diaz, Oliver; Lekadir, Karim
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errSave
A Review of Methods for Trustworthy AI in Medical Imaging: The FUTURE-AI Guidelines
errIEEE Journal of Biomedical and Health Informatics
IF6.8
err2025-09-29
err0
errOAAI
errHaridimos Kondylakis; Richard Osuala; Xènia Puig-Bosch; Noussair Lazrak; Oliver Diaz; Kaisar Kushibar; Ioanna Chouvarda; Stefanie Charalambous; Martijn PA Starmans; Sara Colantonio; Nikos Tachos; Smriti Joshi; Henry C Woodruff; Zohaib Salahuddin; Gianna Tsakou; Susanna Aussó; Leonor Cerdá Alberich; Nickolas Papanikolaou; Philippe Lambin; Kostas Marias; Manolis Tsiknakis; Dimitrios I. Fotiadis; Luis Martí-Bonmatí; Karim Lekadir
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Assessing Cancer Presence in Prostate MRI Using Multi-Encoder Cross-Attention Networks
errJOURNAL OF IMAGING
IF3.3
err2025-03-26
err0
errOAAI
errDimitriadis, Avtantil; Kalliatakis, Grigorios; Osuala, Richard; Kessler, Dimitri; Mazzetti, Simone; Regge, Daniele; Diaz, Oliver; Lekadir, Karim; Fotiadis, Dimitrios; Tsiknakis, Manolis; Papanikolaou, Nikolaos; Marias, Kostas
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errSave
A large-scale multicenter breast cancer DCE-MRI benchmark dataset with expert segmentations
errSCIENTIFIC DATA
IF6.9
err2025-03-19
err0
errOAAI
errGarrucho, Lidia; Kushibar, Kaisar; Reidel, Claire-Anne; Joshi, Smriti; Osuala, Richard; Tsirikoglou, Apostolia; Bobowicz, Maciej; del Riego, Javier; Catanese, Alessandro; Gwozdziewicz, Katarzyna; Cosaka, Maria-Laura; Abo-Elhoda, Pasant M.; Tantawy, Sara W.; Sakrana, Shorouq S.; Shawky-Abdelfatah, Norhan O.; Salem, Amr Muhammad Abdo; Kozana, Androniki; Ivanac, Gordana; Nikiforaki, Katerina; Klontzas, Michail E.; Garcia-Dosda, Rosa; Gulsun-Akpinar, Meltem; Lafci, Oguz; Mann, Ritse; Martin-Isla, Carlos; Prior, Fred; Marias, Kostas; Starmans, Martijn P. A.; Strand, Fredrik; Diaz, Oliver; Igual, Laura; Lekadir, Karim
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errSave
Data synthesis and adversarial networks: A review and meta-analysis in cancer imaging
errMEDICAL IMAGE ANALYSIS
IF11.8
err2023-02-01
err24
errOAAI
errOsuala, Richard; Kushibar, Kaisar; Garrucho, Lidia; Linardos, Akis; Szafranowska, Zuzanna; Klein, Stefan; Glocker, Ben; Diaz, Oliver; Lekadir, Karim
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errSave
High-resolution synthesis of high-density breast mammograms: Application to improved fairness in deep learning based mass detection
errFRONTIERS IN ONCOLOGY
IF3.3
err2023-01-23
err13
errOAAI
errGarrucho, Lidia; Kushibar, Kaisar; Osuala, Richard; Diaz, Oliver; Catanese, Alessandro; del Riego, Javier; Bobowicz, Maciej; Strand, Fredrik; Igual, Laura; Lekadir, Karim
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errSave
Data preparation for artificial intelligence in medical imaging: A comprehensive guide to open-access platforms and tools
errPHYSICA MEDICA-EUROPEAN JOURNAL OF MEDICAL PHYSICS
IF2.7
err2021-03-01
err75
errOAAI
errDiaz, Oliver; Kushibar, Kaisar; Osuala, Richard; Linardos, Akis; Garrucho, Lidia; Igual, Laura; Radeva, Petia; Prior, Fred; Gkontra, Polyxeni; Lekadir, Karim
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Research Directions

No research directions
Co-authors
Cooperation Journals
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Ben Glocker
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J
James S. Duncan
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Luis Martí‐Bonmatí
H-index: 53 · Papers: 704
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