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Filippo Arcadu
Filippo Arcadu
Senior Scientist at Hoffman-La Roche - Machine Learning & Image Analysis
Geverifieerd e-mailadres voor roche.com
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Training and deploying a deep learning model for endoscopic severity grading in ulcerative colitis using multicenter clinical trial data
BG Becker, F Arcadu, A Thalhammer, CG Serna, O Feehan, F Drawnel, ...
Therapeutic advances in gastrointestinal endoscopy 14, 2021
3302021
Deep learning algorithm predicts diabetic retinopathy progression in individual patients
F Arcadu, F Benmansour, A Maunz, J Willis, Z Haskova, M Prunotto
NPJ digital medicine 2 (1), 1-9, 2019
1582019
Deep Learning Predicts OCT Measures of Diabetic Macular Thickening From Color Fundus Photographs
F Arcadu, F Benmansour, A Maunz, J Michon, Z Haskova, D McClintock, ...
Investigative Ophthalmology & Visual Science 60, 857-60, 2019
492019
DDR1 role in fibrosis and its pharmacological targeting
MP Solange Moll, Alexis Desmoulière, Marcus J. Moeller, Jean-Claude Pache ...
Biochimica et Biophysica Acta (BBA) - Molecular Cell Research, 2019
392019
Tomographic in vivo microscopy for the study of lung physiology at the alveolar level
G Lovric, R Mokso, F Arcadu, I Vogiatzis Oikonomidis, JC Schittny, ...
Scientific reports 7 (1), 1-10, 2017
352017
Contrast-transfer-function phase retrieval based on compressed sensing
P Villanueva-Perez, F Arcadu, P Cloetens, M Stampanoni
Optics Letters 42 (6), 1133-1136, 2017
152017
Signal-to-noise criterion for free-propagation imaging techniques at free-electron lasers and synchrotrons
P Villanueva-Perez, B Pedrini, R Mokso, M Guizar-Sicairos, F Arcadu, ...
Optics Express 24 (4), 3189-3201, 2016
122016
A forward regridding method with minimal oversampling for accurate and efficient iterative tomographic algorithms
F Arcadu, M Nilchian, A Studer, M Stampanoni, F Marone
IEEE Transactions on Image Processing 25 (3), 1207-1218, 2016
112016
Imaging samples larger than the field of view: the SLS experience
IV Oikonomidis, G Lovric, TP Cremona, F Arcadu, A Patera, JC Schittny, ...
Journal of Physics: Conference Series 849 (1), 012004, 2017
82017
On the crucial impact of the coupling projector-backprojector in iterative tomographic reconstruction
F Arcadu, M Stampanoni, F Marone
arXiv preprint arXiv:1612.05515, 2016
82016
Deep learning algorithm predicts diabetic retinopathy progression in individual patients. Npj Digital Medicine, 2 (1)
F Arcadu, F Benmansour, A Maunz, J Willis, Z Haskova, M Prunotto
Article, 2019
72019
Deep learning algorithm predicts diabetic retinopathy progression in individual patients. NPJ Digit. Med. 2, 92 (2019)
F Arcadu, F Benmansour, A Maunz, J Willis, Z Haskova, M Prunotto
6
Fast iterative reconstruction of data in full interior tomography
F Arcadu, F Marone, M Stampanoni
Journal of Synchrotron Radiation 24 (1), 205-219, 2017
52017
Author Correction: Deep learning algorithm predicts diabetic retinopathy progression in individual patients
F Arcadu, F Benmansour, A Maunz, J Willis, Z Haskova, M Prunotto
NPJ digital medicine 3 (1), 1-6, 2020
42020
Accuracy of a Machine-Learning Algorithm for Detecting and Classifying Choroidal Neovascularization on Spectral-Domain Optical Coherence Tomography
A Maunz, F Benmansour, Y Li, T Albrecht, YP Zhang, F Arcadu, Y Zheng, ...
Journal of personalized medicine 11 (6), 524, 2021
32021
Deep learning algorithm for patient-level prediction of diabetic retinopathy (DR) response to vascular endothelial growth factor (VEGF) inhibition
F Arcadu, F Benmansour, A Maunz, JR Willis, M Prunotto, Z Haskova
Investigative Ophthalmology & Visual Science 60 (9), 2806-2806, 2019
32019
A machine learning approach to predict response to anti-VEGF treatment in patients with neovascular age-related macular degeneration using SD-OCT
JN Sahni, A Maunz, F Arcadu, YP Zhang_Schaerer, Y Li, T Albrecht, ...
Investigative Ophthalmology & Visual Science 60 (11), PB094-PB094, 2019
22019
Effective segmentation of fresh post-mortem murine lung parenchyma in phase contrast X-ray tomographic microscopy images
IV Oikonomidis, TP Cremona, G Lovric, F Arcadu, M Stampanoni, ...
Journal of Physics: Conference Series 849 (1), 012006, 2017
22017
Improving analytical tomographic reconstructions through consistency conditions
F Arcadu, J Vogel, M Stampanoni, F Marone
Fundamenta Informaticae 155 (4), 341-361, 2017
22017
P212 Deep learning video analysis for a fully automated per-frame grading of ulcerative colitis
B GUTIERREZ BECKER, C Gamez Serna, A Thalhammer, Y Oh, ...
Journal of Crohn's and Colitis 14 (Supplement_1), S246-S247, 2020
12020
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Artikelen 1–20