390 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of LuxembourgLU5 papers
- Laboratoire d'Informatique de Paris-NordFR4 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
15 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…
A standardised protocol for assessment of relative SARS-CoV-2 variant severity, with application to severity risk for COVID-19 cases infected with Omicron BA.1 compared to Delta variants in six European countries
Tommy Nyberg, Peter Bager, Ingrid Bech Svalgaard +17
Several SARS-CoV-2 variants that evolved during the COVID-19 pandemic have appeared to differ in severity, based on analyses of single-country datasets. With decreased SARS-CoV-2 t…
Stabilization of stochastic dynamical systems of a random structure with Markov switches and Poisson perturbations
Taras Lukashiv, Yuliia Litvinchuk, Igor Malyk +2
An optimal control for a dynamical system optimizes a certain objective function. Here we consider the construction of an optimal control for a stochastic dynamical system with a r…
Federated Learning Enables Big Data for Rare Cancer Boundary Detection
Sarthak Pati, Ujjwal Baid, Brandon Edwards +276
Although machine learning (ML) has shown promise in numerous domains, there are concerns about generalizability to out-of-sample data. This is currently addressed by centrally shar…
The Federated Tumor Segmentation (FeTS) Challenge
Sarthak Pati, Ujjwal Baid, Maximilian Zenk +29
This manuscript describes the first challenge on Federated Learning, namely the Federated Tumor Segmentation (FeTS) challenge 2021. International challenges have become the standar…
Taylor-series expansion based numerical methods: a primer, performance benchmarking and new approaches for problems with non-smooth solutions
Thibault Jacquemin, Satyendra Tomar, Konstantinos Agathos +2
We provide a primer to numerical methods based on Taylor series expansions such as generalized finite difference methods and collocation methods. We provide a detailed benchmarking…
Direct and dual laws for automata with multiplicities
Gérard Duchamp, Marianne Flouret, Eric Laugerotte +1
We present here theoretical results coming from the implementation of the package called AMULT (automata with multiplicities in several noncommutative variables). We show that clas…
Automata-based adaptive behavior for economic modeling using game theory
Rawan Ghnemat, Khalaf Khatatneh, Saleh Oqeili +2
In this paper, we deal with some specific domains of applications to game theory. This is one of the major class of models in the new approaches of modelling in the economic domain…
Transitive Hall sets
Gérard Henry Edmond Duchamp, Jean-Gabriel Luque, Marianne Deboysson-Flouret
We give the definition of Lazard and Hall sets in the context of transitive factorizations of free monoids. The equivalence of the two properties is proved. This allows to build ne…
Tables, Memorized Semirings and Applications
Cyrille Bertelle, Gérard Henry Edmond Duchamp, Khalaf Khatatneh
We define and construct a new data structure, the tables, this structure generalizes the (finite) -sets sets of Eilenberg \cite{Ei}, it is versatile (one can vary the letters, t…