2026 Elena Marchiori: Computer Science Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Computer Science	43	8018	7791	133	124	179	7345

Overview

Elena Marchiori is affiliated with Radboud University in the Netherlands. Their research spans several interdisciplinary fields, focusing primarily on computer science, medicine, and engineering. Within these domains, their scholarly efforts concentrate on artificial intelligence applications, radiology and medical imaging, as well as control and systems engineering.

Their main fields of study include:

Computer Science
Medicine
Engineering

Marchiori's work also delves into specialized subfields such as artificial intelligence, radiology, nuclear medicine, imaging, control and systems engineering, sociology and political science, and analytical chemistry.

Artificial Intelligence
Radiology, Nuclear Medicine and Imaging
Control and Systems Engineering
Sociology and Political Science
Analytical Chemistry

The main topics covered in their research encompass Gaussian processes and Bayesian inference, spectroscopy and chemometric analyses, air quality monitoring and forecasting, radiomics and machine learning in medical imaging, brain tumor detection and classification, control systems and identification, and fault detection and control systems.

Gaussian Processes and Bayesian Inference
Spectroscopy and Chemometric Analyses
Air Quality Monitoring and Forecasting
Radiomics and Machine Learning in Medical Imaging
Brain Tumor Detection and Classification
Control Systems and Identification
Fault Detection and Control Systems

Their frequent publication venues highlight interdisciplinary engagement, including:

Artificial Intelligence in Medicine
PLoS ONE
arXiv (Cornell University)
Composites Part B Engineering
Image and Vision Computing

Recent papers authored or coauthored by Marchiori demonstrate focus on deep learning, diagnostic imaging, and composite structures:

"Deep learning for Alzheimer's disease diagnosis: A survey" (2022), published in Artificial Intelligence in Medicine
"Barely visible impact damage detection in composite structures using deep learning networks with varying complexities" (2023), published in Composites Part B Engineering
"Evaluating diagnostic content of AI-generated radiology reports of chest X-rays" (2021), published in Artificial Intelligence in Medicine
"Convolutional neural networks to predict brain tumor grades and Alzheimer's disease with MR spectroscopic imaging data" (2022), published in PLoS ONE
"Multioutput Convolution Spectral Mixture for Gaussian Processes" (2020), published in Radboud Repository (Radboud University)

Throughout their research career, Marchiori has frequently collaborated with several coauthors, including:

Twan van Laarhoven
Kai Chen
Jinsong Chen
M. Khojaste-Sarakhsi
Seyedhamidreza Shahabi Haghighi

Best Publications

Gaussian interaction profile kernels for predicting drug–target interaction

Twan van Laarhoven;Sander B. Nabuurs;Elena Marchiori

913
Citations
Convolutional neural networks for vibrational spectroscopic data analysis

Jacopo Acquarelli;Twan van Laarhoven;Jan Gerretzen;Thanh N. Tran

428
Citations
Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation

Mohsen Ghafoorian;Mohsen Ghafoorian;Alireza Mehrtash;Alireza Mehrtash;Tina Kapur;Nico Karssemeijer

365
Citations
Location Sensitive Deep Convolutional Neural Networks for Segmentation of White Matter Hyperintensities.

Mohsen Ghafoorian;Nico Karssemeijer;Tom Heskes;Inge W. M. van Uden

265
Citations
Predicting Drug-Target Interactions for New Drug Compounds Using a Weighted Nearest Neighbor Profile

Twan van Laarhoven;Elena Marchiori

245
Citations
Evolutionary algorithms with on-the-fly population size adjustment

A. E. Eiben;Elena Marchiori;V. A. Valko

236
Citations
Breakpoint identification and smoothing of array comparative genomic hybridization data

Kees Jong;Elena Marchiori;Gerrit Meijer;A. V. D. Vaart

235
Citations
optGpSampler: An Improved Tool for Uniformly Sampling the Solution-Space of Genome-Scale Metabolic Networks

Wout Megchelenbrink;Wout Megchelenbrink;Martijn Huynen;Elena Marchiori;Elena Marchiori

204
Citations
Deep learning for Alzheimer's disease diagnosis: A survey

Unknown

201
Citations
Evolutionary algorithms for the satisfiability problem

Jens Gottlieb;Elena Marchiori;Claudio Rossi

172
Citations
Deep multi-scale location-aware 3D convolutional neural networks for automated detection of lacunes of presumed vascular origin

Mohsen Ghafoorian;Nico Karssemeijer;Tom Heskes;Mayra Bergkamp

171
Citations
Sample handling for mass spectrometric proteomic investigations of human sera.

Mikkel West-Nielsen;Estrid V Høgdall;Elena Marchiori;Claus K Høgdall

164
Citations
Reasoning about Prolog programs: from modes through types to assertions

Krzysztof R. Apt;Elena Marchiori

162
Citations
An Evolutionary Algorithm for Large Scale Set Covering Problems with Application to Airline Crew Scheduling

Elena Marchiori;Adri Steenbeek

142
Citations
Proving concurrent constraint programs correct

Frank S. De Boer;Maurizio Gabbrielli;Elena Marchiori;Catuscia Palamidessi

118
Citations
Multi-RELIEF

Kai Ye;K. Anton Feenstra;Jaap Heringa;Adriaan P. IJzerman

115
Citations
Multi-view Analysis of Unregistered Medical Images Using Cross-View Transformers

Gijs van Tulder;Yao Tong;Elena Marchiori

114
Citations
Class Conditional Nearest Neighbor for Large Margin Instance Selection

E. Marchiori

113
Citations
Genetic, Iterated and Multistart Local Search for the Maximum Clique Problem

Elena Marchiori

99
Citations
Hit Miss Networks with Applications to Instance Selection

Elena Marchiori

98
Citations
Chromosomal breakpoint detection in human cancer

Kees Jong;Elena Marchiori;Aad van der Vaart;Bauke Ylstra

91
Citations
Applications of Evolutionary Computing - EvoWorkshops 2004: EvoBio, EvoComNet, EvoHOT, EvoIASP, EvoMUSART, EvoSTOC, Coimbra, Portugal

Günther R. Raidl;Stefano Cagnoni;Jürgen Branke;David Wolfe Corne

7
Citations

Frequent Co-Authors

Tom Heskes Radboud University

Nico Karssemeijer Radboud University

Mike S. M. Jetten Radboud University

A. E. Eiben Vrije Universiteit Amsterdam

Jaap Heringa Vrije Universiteit Amsterdam

Krzysztof R. Apt Centrum Wiskunde & Informatica

Bram van Ginneken Radboud University

David Corne Heriot-Watt University

Bauke Ylstra Vrije Universiteit Amsterdam

Lutgarde M. C. Buydens Radboud University

External Links

Personal website of Elena Marchiori Google Scholar page

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