390 citations
- University of LuxembourgLU5 papers
- Alberta Machine Intelligence InstituteCA2 papers
- American College of RadiologyUS2 papers
- Aminu Kano Teaching HospitalNG2 papers
- Athinoula A. Martinos Center for Biomedical ImagingUS2 papers
- Baylor College of MedicineUS2 papers
- Brigham and Women's HospitalUS2 papers
- Case Western Reserve UniversityUS2 papers
- Centre Hospitalier Universitaire de SherbrookeCA2 papers
- Chinese University of Hong KongHK2 papers
- Christiana Care Health SystemUS2 papers
- Clatterbridge Cancer Centre NHS Foundation TrustGB2 papers
11 papers
Simultaneous Image Quality Improvement and Artefacts Correction in Accelerated MRI
Georgia Kanli, Daniele Perlo, Selma Boudissa +2
MR data are acquired in the frequency domain, known as k-space. Acquiring high-quality and high-resolution MR images can be time-consuming, posing a significant challenge when mult…
CardioPHON: Quality assessment and self-supervised pretraining for screening of cardiac function based on phonocardiogram recordings
Vladimir Despotovic, Peter Pocta, Andrej Zgank
Remote monitoring of cardiovascular diseases plays an essential role in early detection of abnormal cardiac function, enabling timely intervention, improved preventive care, and pe…
SMapper: A Multi-Modal Data Acquisition Platform for SLAM Benchmarking
Pedro Miguel Bastos Soares, Ali Tourani, Miguel Fernandez-Cortizas +3
Advancing research in fields such as Simultaneous Localization and Mapping (SLAM) and autonomous navigation critically depends on the availability of reliable and reproducible mult…
A Metascience Study of the Low-Code Scientific Field
Mauro Dalle Lucca Tosi, Javier Luis Cánovas Izquierdo, Jordi Cabot
In the last years, model-related publications have been exploring the application of modeling techniques across various domains. Initially focused on UML and the Model-Driven Archi…
Exploiting Liver CT scans in Colorectal Carcinoma genomics mutation classification
Daniele Perlo, Luca Berton, Alessia Delpiano +4
The liver is the most involved organ by distant metastasis in colon-rectal cancer (CRC) patients and it comes necessary to be aware of the mutational status of the lesions to corre…
Glioma subtype classification from histopathological images using in-domain and out-of-domain transfer learning: An experimental study
Vladimir Despotovic, Sang-Yoon Kim, Ann-Christin Hau +6
We provide in this paper a comprehensive comparison of various transfer learning strategies and deep learning architectures for computer-aided classification of adult-type diffuse…