Vincent Andrearczyk

Statistics

Publications

Citations

4.6K

H-Index

Active since

2016

Affiliations

HES-SO University of Applied Sciences and Arts Western Switzerland(Current)

University of Geneva

University Hospital of Lausanne

HES-SO Valais-Wallis

Inserm

Vincent Andrearczyk is an author at HES-SO University of Applied Sciences and Arts Western Switzerland specializing in engineering, image analysis, and deep learning.

ORCID

Top concepts

EngineeringImage AnalysisDeep LearningMedical Image ComputingMachine LearningRadiologyData ScienceComputer VisionMedical ImagingComputer-aided Diagnosis

Publications per year

2016–2023

Publications

The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping

Alex Zwanenburg, Martin Vallières, Mahmoud A. Abdalah et al. · Radiology · 2020 · 3.6K citations · Full text

Head and neck tumor segmentation in PET/CT: The HECKTOR challenge

Valentin Oreiller, Vincent Andrearczyk, Mario Jreige et al. · Medical Image Analysis · 2021 · 194 citations · Full text

Engineering, Pet-mri, Diagnosis +21

A global taxonomy of interpretable AI: unifying the terminology for the technical and social sciences

Mara Graziani, Lidia Dutkiewicz, Davide Calvaresi et al. · Artificial Intelligence Review · 2022 · 104 citations · Full text

Concept attribution: Explaining CNN decisions to physicians

Maria Stella Graziani, Vincent Andrearczyk, Stéphane Marchand‐Maillet et al. · Computers in Biology and Medicine · 2020 · 93 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +22

Staining Invariant Features for Improving Generalization of Deep Convolutional Neural Networks in Computational Pathology

Sebastian Otálora, Manfredo Atzori, Vincent Andrearczyk et al. · Frontiers in Bioengineering and Biotechnology · 2019 · 76 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

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