Dear colleagues,
We are pleased to announce that the submission deadline for the HemaRAI Workshop has been extended by one week.
HemaRAI Workshop
Toward Reliable AI in Hematology: Robust Red Blood Cell and Parasitemia
Analysis
to be held in conjunction with MICCAI 2026 in Strasbourg, France.
Key Information at a Glance
📍MICCAI 2026, Strasbourg Convention
Center, Strasbourg, France
📅October 1, 2026
🔗 Website: Official Workshop Website
📝Submission Platform: OpenReview
⏳Submission Deadline: June 28, 2026,
23:59 AoE Extended to July 5, 2026, 23:59 AoE
👥Google Group: HemaRAI Google
Group
Aims and Scope
HemaRAI 2026 invites original contributions on reliable, robust, and clinically translatable AI for hematology microscopy, with a particular focus on red blood cell morphology analysis, blood smear image analysis, and parasitemia detection.
The workshop aims to bring together researchers, clinicians, and industry practitioners working at the intersection of medical image analysis, computational pathology, hematology, parasitology, and trustworthy artificial intelligence.
Topics of Interest
Topics include, but are not limited to:
🩸 Red blood
cell morphology analysis
🔬 Blood smear image segmentation, detection, and
classification
🦠 Parasitemia detection and quantification
🤖 Machine and deep learning for hematology imaging
🧠 Foundation models and self-supervised learning for
cytology
🌍 Robustness under domain shift
⚖️ Fairness, bias, uncertainty estimation, and
explainability
📊 Standardized evaluation protocols and benchmarks
🏥 Clinical translation, quality assurance, and workflow
integration
Submission and Presentation
Submissions will be handled through OpenReview. Accepted papers will be presented during the workshop as oral or poster contributions.
Organizers
Dr. Andrea Loddo, University of Cagliari, andrea...@unica.it
Mr. Luca Zedda, University of Cagliari, luca....@unica.it
Mr. Davide Antonio Mura, University of Cagliari, david...@unica.it
Prof. Cecilia Di Ruberto, University of Cagliari, cecil...@unica.it
Dr. Ario Sadafi, Helmholtz Munich, ario....@tum.de
Prof. Carsten Marr, Helmholtz Munich, carste...@helmholtz-munich.de
Dr. Ahmed Elnady Elsafty, PathOlOgics, LLC, aelna...@hotmail.com
For questions, please contact the organizers or join the HemaRAI 2026 Google Group.
Best regards,
Andrea Loddo, on behalf of the
HemaRAI 2026 Organizing Committee
_____________
Andrea Loddo
PhD | Dept. Of Mathematics and Computer Science | University of Cagliari
Via Ospedale 72, Cagliari, Italy
Office: +39 070 675 8503
And after all we're only ordinary men