Filippo Arcadu

Affiliations

Pharma Research and Early Development, Roche Innovation Center, F. Hoffmann-La Roche Ltd., 4070 Basel, Switzerland.

Publications (8)

Accuracy of a Machine-Learning Algorithm for Detecting and Classifying Choroidal Neovascularization on Spectral-Domain Optical Coherence Tomography.

Journal of personalized medicine

Avec: Andreas Maunz , Fethallah Benmansour , Yvonna Li , Thomas Albrecht , Yan-Ping Zhang , Yalin Zheng , Savita Madhusudhan , Jayashree Sahni

Author Correction: Deep learning algorithm predicts diabetic retinopathy progression in individual patients.

NPJ digital medicine

Avec: Fethallah Benmansour , Andreas Maunz , Jeff Willis , Zdenka Haskova , Marco Prunotto

Deep learning automates bidimensional and volumetric tumor burden measurement from MRI in pre- and post-operative glioblastoma patients.

Computers in biology and medicine

Avec: Jakub Nalepa , Krzysztof Kotowski , Bartosz Machura , Szymon Adamski , Oskar Bozek , Bartosz Eksner , Bartosz Kokoszka , Tomasz Pekala , Mateusz Radom , Marek Strzelczak , Lukasz Zarudzki , Agata Krason , Jean Tessier

MMO-Net (Multi-Magnification Organ Network): A use case for Organ Identification using Multiple Magnifications in Preclinical Pathology Studies.

Journal of pathology informatics

Avec: Citlalli Gámez Serna , Fernando Romero-Palomo , Jürgen Funk , Vanessa Schumacher , Andrew Janowczyk

Training and deploying a deep learning model for endoscopic severity grading in ulcerative colitis using multicenter clinical trial data.

Therapeutic advances in gastrointestinal endoscopy

Avec: Benjamin Gutierrez Becker , Andreas Thalhammer , Citlalli Gamez Serna , Owen Feehan , Faye Drawnel , Young S Oh , Marco Prunotto

Deep learning algorithm predicts diabetic retinopathy progression in individual patients.

NPJ digital medicine

Avec: Fethallah Benmansour , Andreas Maunz , Jeff Willis , Zdenka Haskova , Marco Prunotto

Deep Learning Predicts OCT Measures of Diabetic Macular Thickening From Color Fundus Photographs.

Investigative ophthalmology & visual science

Avec: Fethallah Benmansour , Andreas Maunz , John Michon , Zdenka Haskova , Dana McClintock , Anthony P Adamis , Jeffrey R Willis , Marco Prunotto

DDR1 role in fibrosis and its pharmacological targeting.

Biochimica et biophysica acta. Molecular cell research

Avec: Solange Moll , Alexis Desmoulière , Marcus J Moeller , Jean-Claude Pache , Laura Badi , Hans Richter , Alexander Satz , Sabine Uhles , Andrea Cavalli , Faye Drawnel , Leonardo Scapozza , Marco Prunotto

Réseau de co-auteurs

Marco Prunotto 5 collaborations

Andreas Maunz 4 collaborations

Fethallah Benmansour 4 collaborations

Zdenka Haskova 3 collaborations

Jeff Willis 2 collaborations

Faye Drawnel 2 collaborations

Yvonna Li 1 collaboration

Thomas Albrecht 1 collaboration

Yan-Ping Zhang 1 collaboration

Yalin Zheng 1 collaboration

Savita Madhusudhan 1 collaboration

Jayashree Sahni 1 collaboration

Jakub Nalepa 1 collaboration

Krzysztof Kotowski 1 collaboration

Bartosz Machura 1 collaboration

Szymon Adamski 1 collaboration

Oskar Bozek 1 collaboration

Bartosz Eksner 1 collaboration

Bartosz Kokoszka 1 collaboration

Tomasz Pekala 1 collaboration

Mateusz Radom 1 collaboration

Marek Strzelczak 1 collaboration

Lukasz Zarudzki 1 collaboration

Agata Krason 1 collaboration

Jean Tessier 1 collaboration

Citlalli Gámez Serna 1 collaboration

Fernando Romero-Palomo 1 collaboration

Jürgen Funk 1 collaboration

Vanessa Schumacher 1 collaboration

Andrew Janowczyk 1 collaboration

Benjamin Gutierrez Becker 1 collaboration

Andreas Thalhammer 1 collaboration

Citlalli Gamez Serna 1 collaboration

Owen Feehan 1 collaboration

Young S Oh 1 collaboration

John Michon 1 collaboration

Dana McClintock 1 collaboration

Anthony P Adamis 1 collaboration

Jeffrey R Willis 1 collaboration

Solange Moll 1 collaboration

Alexis Desmoulière 1 collaboration

Marcus J Moeller 1 collaboration

Jean-Claude Pache 1 collaboration

Laura Badi 1 collaboration

Hans Richter 1 collaboration

Alexander Satz 1 collaboration

Sabine Uhles 1 collaboration

Andrea Cavalli 1 collaboration

Leonardo Scapozza 1 collaboration