176 citations
- 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
23 papers
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…
Surface EMG Profiling in Parkinson's Disease: Advancing Severity Assessment with GCN-SVM
Daniel Cieślak, Barbara Szyca, Weronika Bajko +10
Parkinson's disease (PD) poses challenges in diagnosis and monitoring due to its progressive nature and complex symptoms. This study introduces a novel approach utilizing surface e…
Multitaper-Based Post-Processing of Compact Antenna Responses Obtained in Non-Anechoic Conditions
Mariusz Dzwonkowski, Adrian Bekasiewicz, Slawomir Koziel
The process of developing antenna structures typically involves prototype measurements. While accurate validation of far-field performance can be performed in dedicated facilities…
Specification-Oriented Automatic Design of Topologically Agnostic Antenna Structure
Adrian Bekasiewicz, Mariusz Dzwonkowski, Tom Dhaene +1
Design of antennas for modern applications is a challenging task that combines cognition-driven development of topology intertwined with tuning of its parameters using rigorous num…