Inti Zlobec

18 papers B 2Journal 6Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
GrEp: Graph-based epithelial cell classification refinement in histopathology H&E images.
Pattern Recognit.
Ana Leni Frei, Javier Garcia-Baroja, Tilman T. Rau, Christina Neppl, Alessandro Lugli, Wiebke Solass, Martin Wartenberg, Andreas Fischer, Inti Zlobec
2025 B conf
Beyond Accuracy: The Role of Calibration in Computational Pathology.
IJCNN
João D. Nunes, Diana Montezuma, Domingos Oliveira, Tânia Pereira, Inti Zlobec, Jaime S. Cardoso
2024 — conf
HoVer-NeXt: A Fast Nuclei Segmentation and Classification Pipeline for Next Generation Histopathology.
MIDL
Elias Baumann, Bastian Dislich, Josef Lorenz Rumberger, Iris D. Nagtegaal, María Rodríguez Martínez, Inti Zlobec
2024 — ed.
Proceedings of the MICCAI Workshop on Computational Pathology, Marrakesh, Morocco, 6 October 2024.
COMPAY@MICCAI
Francesco Ciompi, Nadieh Khalili, Linda Studer, Milda Poceviciute, Amjad Khan, Mitko Veta, Yiping Jiao, Neda Haj-Hosseini, Hao Chen, Shan Raza, Fayyaz Minhas, Inti Zlobec, Nikolay Burlutskiy, Veronica Vilaplana, Biagio Brattoli, Henning Müller, Manfredo Atzori
2023 J jnl
A CAD System for Colorectal Cancer from WSI: A Clinically Validated Interpretable ML-based Prototype.
CoRR
Pedro C. Neto, Diana Montezuma, Sara Pires de Oliveira, Domingos Oliveira, João Fraga, Ana Monteiro, João C. Monteiro, Liliana Ribeiro, Sofia Gonçalves, Stefan Reinhard, Inti Zlobec, Isabel M. Pinto, Jaime S. Cardoso
2023 — conf
Tumor Budding T-cell Graphs: Assessing the Need for Resection in pT1 Colorectal Cancer Patients.
MIDL
Linda Studer, John-Melle Bokhorst, Iris D. Nagtegaal, Inti Zlobec, Heather Dawson, Andreas Fischer
2022 — conf
Detection of lung cancer metastases in lymph nodes using a multiple instance learning approach.
Digital and Computational Pathology
Mauro Gwerder, Amjad Khan, Christina Neppl, Inti Zlobec
2022 — conf
Group affinity weakly supervised segmentation from prior selected tissue in colorectal histopathology images.
Digital and Computational Pathology
Huu-Giao Nguyen, Amjad Khan, Heather Dawson, Alessandro Lugli, Inti Zlobec
2022 J jnl
Self-rule to multi-adapt: Generalized multi-source feature learning using unsupervised domain adaptation for colorectal cancer tissue detection.
Medical Image Anal.
Christian Abbet, Linda Studer, Andreas Fischer, Heather Dawson, Inti Zlobec, Behzad Bozorgtabar, Jean-Philippe Thiran
2022 — conf
Towards IID representation learning and its application on biomedical data.
MIDL
Jiqing Wu, Inti Zlobec, Maxime W. Lafarge, Yukun He, Viktor H. Koelzer
2022 J jnl
Towards IID representation learning and its application on biomedical data.
CoRR
Jiqing Wu, Inti Zlobec, Maxime W. Lafarge, Yukun He, Viktor H. Koelzer
2021 — ed.
MICCAI Workshop on Computational Pathology, COMPAY@MICCAI 2021, 27 September 2021, Virtual Event
COMPAY@MICCAI
Manfredo Atzori, Nikolay Burlutskiy, Francesco Ciompi, Zhang Li, Fayyaz A. Minhas, Henning Müller, Tingying Peng, Nasir M. Rajpoot, Ben Torben-Nielsen, Jeroen van der Laak, Mitko Veta, Yinyin Yuan, Inti Zlobec
2021 J jnl
Self-Rule to Adapt: Generalized Multi-source Feature Learning Using Unsupervised Domain Adaptation for Colorectal Cancer Tissue Detection.
CoRR
Christian Abbet, Linda Studer, Andreas Fischer, Heather Dawson, Inti Zlobec, Behzad Bozorgtabar, Jean-Philippe Thiran
2021 — conf
Self-Rule to Adapt: Learning Generalized Features from Sparsely-Labeled Data Using Unsupervised Domain Adaptation for Colorectal Cancer Tissue Phenotyping.
MIDL
Christian Abbet, Linda Studer, Andreas Fischer, Heather Dawson, Inti Zlobec, Behzad Bozorgtabar, Jean-Philippe Thiran
2020 — conf
An Effective Deep Learning Architecture Combination for Tissue Microarray Spots Classification of H&E Stained Colorectal Images.
ISBI
Huu-Giao Nguyen, Annika Blank, Alessandro Lugli, Inti Zlobec
2020 B conf
Classification of Intestinal Gland Cell-Graphs Using Graph Neural Networks.
ICPR
Linda Studer, Jannis Wallau, Heather Dawson, Inti Zlobec, Andreas Fischer
2020 — conf
Divide-and-Rule: Self-Supervised Learning for Survival Analysis in Colorectal Cancer.
MICCAI (5)
Christian Abbet, Inti Zlobec, Behzad Bozorgtabar, Jean-Philippe Thiran
2020 J jnl
Divide-and-Rule: Self-Supervised Learning for Survival Analysis in Colorectal Cancer.
CoRR
Christian Abbet, Inti Zlobec, Behzad Bozorgtabar, Jean-Philippe Thiran