Mara Graziani - Concepedia

Author

Mara Graziani

HES-SO University of Applied Sciences and Arts Western Switzerland ORCID

Also Known As

Graziani M, Graziani, Mara, Kolind, Shannon, M Graziani, M.E. Graziani, Mara Graziani

Publications

532

Citations

H-Index

Concepts

All Affiliations

HES-SO University of Applied Sciences and Arts Western Switzerland University of Geneva University of Lausanne

About

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

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	6	6	106
2	Medicine	3	3	55
3	Biostatistics	2	2	41
4	Business	1	1	11
5	Health Sciences	1	1	22

Mara Graziani

Publications

319

Citations

H-Index

Page 1

	Year	Citations
A global taxonomy of interpretable AI: unifying the terminology for the technical and social sciences Mara Graziani, Lidia Dutkiewicz, Davide Calvaresi, Artificial Intelligence Review	2022	104
Regression-based Deep-Learning predicts molecular biomarkers from pathology slides Omar S. M. El Nahhas, Chiara Maria Lavinia Loeffler, Zunamys I. Carrero, Nature Communications	2024	83
Improved interpretability for computer-aided severity assessment of retinopathy of prematurity James M. Brown, Vincent Andrearczyk, Deniz Erdoğmuş, Medical Imaging 2019: Computer-Aided Diagnosis Convolutional Neural NetworkOcular DiseaseEngineeringMachine LearningDiagnosis	2019	25
On the Scale Invariance in State of the Art CNNs Trained on ImageNet Mara Graziani, Thomas Lompech, Henning Müller, Machine Learning and Knowledge Extraction Geometric LearningConvolutional Neural NetworkEngineeringMachine LearningAutoencoders	2021	22
Shifts 2.0: Extending The Dataset of Real Distributional Shifts Andrey Malinin, Muhamed Baraković, Meritxell Bach Cuadra, arXiv (Cornell University) EngineeringMachine LearningShift DetectionChange DetectionLarge-scale Datasets	2022	18
Tackling Bias in the Dice Similarity Coefficient: Introducing NDSC for White Matter Lesion Segmentation Vatsal Raina, Nataliia Molchanova, Mara Graziani, EngineeringWhite MatterDigital PathologyPathologyDiagnostic Imaging	2023	16
Megane Pro: Myo-electricity, visual and gaze tracking data acquisitions to improve hand prosthetics Francesca Giordaniello, Matteo Cognolato, Mara Graziani, Haptic FeedbackEngineeringDexterous ManipulationWearable TechnologyHaptic Technology	2017	14
Visualizing and Interpreting Feature Reuse of Pretrained CNNs for Histopathology Mara Graziani, Vincent Andrearczyk, Henning Müller Arrow - TU Dublin (Technological University Dublin)	2019	13
Regression-based Deep-Learning predicts molecular biomarkers from pathology slides Omar S. M. El Nahhas, Chiara Maria Lavinia Loeffler, Zunamys I. Carrero, arXiv (Cornell University)	2023	13
Interpreting Intentionally Flawed Models with Linear Probes Mara Graziani, Henning Müller, Vincent Andrearczyk EngineeringMachine LearningNetwork AnalysisNetwork TrainingCausal Inference	2019	11

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