- American University of SharjahAE1 paper
- Artificial Intelligence in Medicine (Canada)CA1 paper
- Clemson UniversityUS1 paper
- Gdańsk University of TechnologyPL1 paper
- Medical University of SilesiaPL1 paper
- Michigan State UniversityUS1 paper
- Northwestern UniversityUS1 paper
- Silesian University of TechnologyPL1 paper
- University of ManitobaCA1 paper
- Yale Cancer CenterUS1 paper
- Yale UniversityUS1 paper
3 papers
cs.CV2026
Can Unsupervised Methods Outperform Supervised Deep Learning When Ground Truth Is Sparse? A Case Study of Bronchovascular Bundle Segmentation in Low-Dose CT
Anna Mrukwa, Marek Socha, Aleksandra Suwalska +9
Background Lung cancer remains the deadliest cancer worldwide because it is often diagnosed too late. Effective treatment depends on detection at an early screening stage. However,…
cs.AI2026
Integrating Implicit and Explicit Relational Biases through Graph-Based Multiple Instance Learning: A Case Study in Skin Lesion Diagnosis
Rafał Buler, Jakub Buler, Maciej Bobowicz +1
Relational inductive biases are essential for capturing structural dependencies among data. This study investigates a dual-level relational framework for image classification, brid…
cs.AI2026
Engineering Reasoning and Instruction (ERI) Benchmark: A Large Taxonomy-driven Dataset for Foundation Models and Agents
MZ Naser, Ahmad Bani Awwad, Zoie McCreery +8
The Engineering Reasoning and Instruction (ERI) benchmark is a taxonomy-driven instruction dataset designed to train and evaluate engineering-capable large language models (LLMs) a…