Inti Zlobec

4 papers · 2021–2024 · 1 venue · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11) 🏆 Keyword Champion (3)

Venues

MIDL (4)

Top co-authors

Heather Dawson (2) Andreas Fischer (2) Linda Studer (2) María Rodríguez Martínez (1) Jean-Philippe Thiran (1) Bastian Dislich (1) Yukun He (1) Josef Lorenz Rumberger (1) Behzad Bozorgtabar (1) JM Bokhorst (1)

Research topics

Machine Learning (3) Artificial Intelligence (2) Computer Vision (2) Core AI (2) Core Methods (2) Deep Learning (1) Healthcare & Medicine (1) Analysis (1) Application Areas (1) Architectures (1) Clinical (1) Domain-Specific (1) Learning Types (1) Optimization & Theory (1)

Keywords

colorectal cancer (3) representation learning (1) feature learning (1) self-supervised learning (1) unsupervised domain adaptation (1) out-of-distribution generalization (1) risk stratification (1) graph neural network (1) nuclei segmentation (1) molecular prediction (1) independent and identically distributed (1) tumor budding (1) histopathological risk (1) t-cell infiltration (1) tissue phenotyping (1) h&e staining (1) eosinophils (1) mitosis classification (1) causal inference (1) single-cell information (1)

Papers

HoVer-NeXt: A Fast Nuclei Segmentation and Classification Pipeline for Next Generation Histopathology MIDL 2024 Tumor Budding T-cell Graphs: Assessing the Need for Resection in pT1 Colorectal Cancer Patients MIDL 2023 Towards IID representation learning and its application on biomedical data MIDL 2022 Self-Rule to Adapt: Learning Generalized Features from Sparsely-Labeled Data Using Unsupervised Domain Adaptation for Colorectal Cancer Tissue Phenotyping MIDL 2021