Mara Graziani

Publications

319

Citations

H-Index

2017

Active since

Affiliations

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

University of Geneva

University of Lausanne

Mara Graziani is an author at HES-SO University of Applied Sciences and Arts Western Switzerland specializing in engineering, machine vision, and data science.

ORCID

Top concepts

EngineeringData ScienceDeep LearningImage AnalysisMachine VisionMachine LearningMedical Image ComputingMedicineRadiologyComputer Vision

Publications per year

2017–2024

Publications

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

Regression-based Deep-Learning predicts molecular biomarkers from pathology slides

Omar S. M. El Nahhas, Chiara Maria Lavinia Loeffler, Zunamys I. Carrero et al. · Nature Communications · 2024 · 83 citations · Full text

Improved interpretability for computer-aided severity assessment of retinopathy of prematurity

James M. Brown, Vincent Andrearczyk, Deniz Erdoğmuş et al. · Medical Imaging 2019: Computer-Aided Diagnosis · 2019 · 25 citations

Convolutional Neural Network, Ocular Disease, Engineering +24

On the Scale Invariance in State of the Art CNNs Trained on ImageNet

Mara Graziani, Thomas Lompech, Henning Müller et al. · Machine Learning and Knowledge Extraction · 2021 · 22 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +20

Shifts 2.0: Extending The Dataset of Real Distributional Shifts

Andrey Malinin, Muhamed Baraković, Meritxell Bach Cuadra et al. · arXiv (Cornell University) · 2022 · 18 citations · Full text

Engineering, Machine Learning, Shift Detection +21

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