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ArticlesPeer ReviewedFull Text
Predicting Drug-Target Interactions for New Drug Compounds Using a Weighted Nearest Neighbor Profile
Author / Creator:van Laarhoven, Twan ; Marchiori, Elena
Publisher:United States: Public Library of Science
Journal title:PloS one, 2013-06, Vol.8 (6), p.e66952
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optGpSampler: an improved tool for uniformly sampling the solution-space of genome-scale metabolic networks
Author / Creator:Megchelenbrink, Wout ; Huynen, Martijn ; Marchiori, Elena
Publisher:United States: Public Library of Science
Journal title:PloS one, 2014-02, Vol.9 (2), p.e86587-e86587
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Location Sensitive Deep Convolutional Neural Networks for Segmentation of White Matter Hyperintensities
Author / Creator:Ghafoorian, Mohsen ; Karssemeijer, Nico ; Heskes, Tom ; van Uden, Inge W. M. ; Sanchez, Clara I. ; Litjens, Geert ; de Leeuw, Frank-Erik ; van Ginneken, Bram ; Marchiori, Elena ; Platel, Bram
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2017-07, Vol.7 (1), p.5110-12, Article 5110
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Novelty Detection using Deep Normative Modeling for IMU-Based Abnormal Movement Monitoring in Parkinson's Disease and Autism Spectrum Disorders
Author / Creator:Mohammadian Rad, Nastaran ; van Laarhoven, Twan ; Furlanello, Cesare ; Marchiori, Elena
Publisher:Switzerland: MDPI
Journal title:Sensors (Basel, Switzerland), 2018-10, Vol.18 (10), p.3533
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Encoder-decoder models for chest X-ray report generation perform no better than unconditioned baselines
Author / Creator:Babar, Zaheer ; van Laarhoven, Twan ; Marchiori, Elena
Publisher:United States: Public Library of Science
Journal title:PloS one, 2021-11, Vol.16 (11), p.e0259639-e0259639
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Convolutional neural networks to predict brain tumor grades and Alzheimer’s disease with MR spectroscopic imaging data
Author / Creator:Acquarelli, Jacopo ; van Laarhoven, Twan ; Postma, Geert J ; Jansen, Jeroen J ; Rijpma, Anne ; van Asten, Sjaak ; Heerschap, Arend ; Buydens, Lutgarde M. C ; Marchiori, Elena
Publisher:San Francisco: Public Library of Science
Journal title:PloS one, 2022-08, Vol.17 (8), p.e0268881-e0268881
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Spectral-Spatial Classification of Hyperspectral Images: Three Tricks and a New Learning Setting
Author / Creator:Acquarelli, Jacopo ; Marchiori, Elena ; Buydens, Lutgarde ; Tran, Thanh ; Van Laarhoven, Twan
Publisher:Basel: MDPI AG
Journal title:Remote sensing (Basel, Switzerland), 2018-07, Vol.10 (7), p.1156
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Association of Genetic Polymorphisms with Abdominal Aortic Aneurysm in the Processes of Apoptosis, Inflammation, and Cholesterol Metabolism
Author / Creator:Nugroho, Nyityasmono Tri ; Herten, Monika ; Torsello, Giovanni F ; Osada, Nani ; Marchiori, Elena ; Sielker, Sonja ; Torsello, Giovanni B
Publisher:Basel: MDPI AG
Journal title:Medicina (Kaunas, Lithuania), 2023-10, Vol.59 (10), p.1844
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Impact of Frozen and Conventional Elephant Trunk on Aortic New-Onset Thrombus and Inflammatory Response
Author / Creator:Marchiori, Elena ; Oberhuber, Alexander ; Martens, Sven ; Rukosujew, Andreas ; Ibrahim, Abdulhakim
Publisher:Switzerland: MDPI AG
Journal title:Diagnostics (Basel), 2022-10, Vol.12 (10), p.2511
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Analysis of Spinal Ischemia after Frozen Elephant Trunk for Acute Aortic Dissection: An Observational, Single-Center Study
Author / Creator:Cuellar, Frederico Lomonaco ; Oberhuber, Alexander ; Martens, Sven ; Rukosujew, Andreas ; Marchiori, Elena ; Ibrahim, Abdulhakim
Publisher:Switzerland: MDPI AG
Journal title:Diagnostics (Basel), 2022-11, Vol.12 (11), p.2781
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Embolization for Type Ia Endoleak after EVAR for Abdominal Aortic Aneurysms: A Systematic Review of the Literature
Author / Creator:Marchiori, Elena ; Ibrahim, Abdulhakim ; Schäfers, Johannes Frederik ; Oberhuber, Alexander
Publisher:Switzerland: MDPI AG
Journal title:Biomedicines, 2022-06, Vol.10 (6), p.1442
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Volume Changes in the Descending Aorta after Frozen Elephant Trunk and Conventional Hemi-Arch Repair after Acute Type A Aortic Dissection
Author / Creator:Ibrahim, Abdulhakim ; Motekallemi, Arash ; Yahia, Ahmed ; Oberhuber, Alexander ; Eierhoff, Thorsten ; Martens, Sven ; Marchiori, Elena ; Rukosujew, Andreas
Publisher:Basel: MDPI AG
Journal title:Diagnostics (Basel), 2022-10, Vol.12 (10), p.2524
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ArticlesPeer ReviewedFull Text
Estimating Metabolic Fluxes Using a Maximum Network Flexibility Paradigm
Author / Creator:Megchelenbrink, Wout ; Rossell, Sergio ; Huynen, Martijn A ; Notebaart, Richard A ; Marchiori, Elena
Publisher:United States: Public Library of Science
Journal title:PloS one, 2015-10, Vol.10 (10), p.e0139665-e0139665
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A methodology for detecting the orthology signal in a PPI network at a functional complex level
Author / Creator:Jancura, Pavol ; Mavridou, Eleftheria ; Carrillo-de Santa Pau, Enrique ; Marchiori, Elena
Publisher:England: BioMed Central
Journal title:BMC bioinformatics, 2012-06, Vol.13 Suppl 10 (Suppl 10), p.S18-S18, Article S18
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ArticlesPeer ReviewedFull Text
Feature selection for k-means clustering stability: theoretical analysis and an algorithm
Author / Creator:Mavroeidis, Dimitrios ; Marchiori, Elena
Publisher:Boston: Springer US
Journal title:Data mining and knowledge discovery, 2014-07, Vol.28 (4), p.918-960
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ArticlesPeer ReviewedFull Text
Gaussian processes with skewed Laplace spectral mixture kernels for long-term forecasting
Author / Creator:Chen, Kai ; van Laarhoven, Twan ; Marchiori, Elena
Publisher:New York: Springer US
Journal title:Machine learning, 2021-08, Vol.110 (8), p.2213-2238
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ArticlesPeer ReviewedFull Text
Changes in retinal flow density measured by optical coherence tomography angiography in patients with carotid artery stenosis after carotid endarterectomy
Author / Creator:Lahme, Larissa ; Marchiori, Elena ; Panuccio, Giuseppe ; Nelis, Pieter ; Schubert, Friederike ; Mihailovic, Natasa ; Torsello, Giovanni ; Eter, Nicole ; Alnawaiseh, Maged
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2018-11, Vol.8 (1), p.17161-6, Article 17161
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ArticlesPeer ReviewedFull Text
Analysis of users’ heart rate data and self-reported perceptions to understand effective virtual reality characteristics
Author / Creator:Marchiori, Elena ; Niforatos, Evangelos ; Preto, Luca
Publisher:Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title:Information technology & tourism, 2018-04, Vol.18 (1-4), p.133-155
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ArticlesPeer ReviewedFull Text
Evaluation of Ocular Perfusion in Patients with End-Stage Renal Disease Receiving Hemodialysis Using Optical Coherence Tomography Angiography
Author / Creator:Lahme, Larissa ; Storp, Jens Julian ; Marchiori, Elena ; Esser, Eliane ; Eter, Nicole ; Mihailovic, Natasa ; Alnawaiseh, Maged
Publisher:Switzerland: MDPI AG
Journal title:Journal of clinical medicine, 2023-06, Vol.12 (11), p.3836
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Fatal Case of a Contained Ruptured of the Infrarenal Aorta due to Simultaneous Primary Aortocaval Fistula and Aortoenteric Fistula
Author / Creator:Ibrahim, Abdulhakim ; Marchiori, Elena ; Oberhuber, Alexander ; Usai, Marco V.
Publisher:New Delhi: Springer India
Journal title:Indian journal of surgery, 2022-08, Vol.84 (4), p.856-859
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Predicting Drug-Target Interactions for New Drug Compounds Using a Weighted Nearest Neighbor Profile

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optGpSampler: an improved tool for uniformly sampling the solution-space of genome-scale metabolic networks

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

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Novelty Detection using Deep Normative Modeling for IMU-Based Abnormal Movement Monitoring in Parkinson's Disease and Autism Spectrum Disorders

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Encoder-decoder models for chest X-ray report generation perform no better than unconditioned baselines

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Convolutional neural networks to predict brain tumor grades and Alzheimer’s disease with MR spectroscopic imaging data

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Spectral-Spatial Classification of Hyperspectral Images: Three Tricks and a New Learning Setting

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Association of Genetic Polymorphisms with Abdominal Aortic Aneurysm in the Processes of Apoptosis, Inflammation, and Cholesterol Metabolism

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Impact of Frozen and Conventional Elephant Trunk on Aortic New-Onset Thrombus and Inflammatory Response

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Analysis of Spinal Ischemia after Frozen Elephant Trunk for Acute Aortic Dissection: An Observational, Single-Center Study

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Embolization for Type Ia Endoleak after EVAR for Abdominal Aortic Aneurysms: A Systematic Review of the Literature

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Volume Changes in the Descending Aorta after Frozen Elephant Trunk and Conventional Hemi-Arch Repair after Acute Type A Aortic Dissection

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Estimating Metabolic Fluxes Using a Maximum Network Flexibility Paradigm

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A methodology for detecting the orthology signal in a PPI network at a functional complex level

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Feature selection for k-means clustering stability: theoretical analysis and an algorithm

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Gaussian processes with skewed Laplace spectral mixture kernels for long-term forecasting

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Changes in retinal flow density measured by optical coherence tomography angiography in patients with carotid artery stenosis after carotid endarterectomy

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Analysis of users’ heart rate data and self-reported perceptions to understand effective virtual reality characteristics

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Evaluation of Ocular Perfusion in Patients with End-Stage Renal Disease Receiving Hemodialysis Using Optical Coherence Tomography Angiography

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Fatal Case of a Contained Ruptured of the Infrarenal Aorta due to Simultaneous Primary Aortocaval Fistula and Aortoenteric Fistula

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