176 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Gdańsk University of TechnologyPL7 papers
- Jan Kochanowski UniversityPL6 papers
- University of GdańskPL4 papers
- Hospital Universitari Germans Trias i PujolES3 papers
- Medical University of SilesiaPL3 papers
- Universitat de BarcelonaES3 papers
- Central Clinical HospitalPL2 papers
- Corporació Sanitària Parc TaulíES2 papers
- Karolinska InstitutetSE2 papers
- Karolinska University HospitalSE2 papers
- Medical University of ViennaAT2 papers
- Medical University of WarsawPL2 papers
3 papers · 1 filter
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,…
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…
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…