Roger Fonolla Navarro - Eindhoven Univ Technol, Dept Elect Engn, Eindhoven, Netherlands

基本信息

Career Trajectory

Bio

I am a biomedical engineer with a deep passion in Machine Learning/Deep Learning and Medical Image analysis. My current research and past experiences has always been linked to this two topics which form the main pillars of my knowledge. As I advance more into the field I aim to improve and develop new novel methods to assists medical experts in clinical decisions.

Research Interests

Papers共 24 篇Author StatisticsCo-AuthorSimilar Experts

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Automatic Textual Description of Colorectal Polyp Features: Explainable Artificial Intelligence

Ayla Thijssen,Ramon-Michel Schreuder,Roger Fonollà,Quirine E.W. van der Zander,Thom Scheeve,Bjorn Winkens,Sharmila Subramaniam,Pradeep Bhandari,Peter de With,Ad Masclee,Fons van der Sommen,Erik J Schoon

Endoscopy International Open（2023）

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REAL-TIME CLASSIFICATION OF COLORECTAL POLYPS USING ARTIFICIAL INTELLIGENCE – A PROSPECTIVE PILOT STUDY COMPARING TWO COMPUTER-AIDED DIAGNOSIS SYSTEMS AND ONE EXPERT ENDOSCOPIST

Quirine E. van der Zander,Ramon-Michel Schreuder,Ayla Thijssen,Koen C. Kusters,Nikoo Dehghani,Thom Scheeve,Roger Fonolla,Bjorn Winkens,Mirjam V. Ende,P. H. N. De With,Fons Van der Sommen,Ad Masclee,Erik. J. Schoon

Gastrointestinal endoscopy（2022）

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Real-time characterization of colorectal polyps using artificial intelligence – a prospective pilot study comparing two computer-aided diagnosis systems and one expert endoscopist

Q.E. van der Zander,R.-M. Schreuder, A. Thijssen, K.C. Kusters,N. Dehghani,T. Scheeve,R. Fonollà,B. Winkens,M.C. van der Ende-van Loon,P.H. de With,F. van der Sommen, A.A. Masclee,E.J. Schoon

ESGE Days 2022Endoscopy（2022）

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Triplet Network for Classification of Benign and Pre-Malignant Polyps

Roger Fonolla, Maciej Smyl,Fons van der Sommen,Ramon-Michel Schreuder,Erik J. Schoon,Peter H. N. de With

Medical Imaging (2021): 1159731-1159731

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Optical diagnosis of colorectal polyp images using a newly developed computer-aided diagnosis system (CADx) compared with intuitive optical diagnosis

Quirine E. W. van der Zander,Ramon M. Schreuder,Roger Fonolla,Thom Scheeve,Fons van der Sommen,Bjorn Winkens,Patrick Aepli,Bu'Hussain Hayee,Andreas B. Pischel,Milan Stefanovic,Sharmila Subramaniam,Pradeep Bhandari,Peter H. N. de With,Ad A. M. Masclee,Erik J. Schoon

Endoscopy（2021）

Cited17Views0WOSBibtex

Ex-vivo investigation on resolution limits for endoscopic optical coherence tomography for pituitary gland and adenoma differentiation

Fabian Placzek,Ryan Sentosa,Roger Fonollà Navarro,Alexander Micko,Michael Winklehner,Romana Höftberger,Marco Andreana,Angelika Unterhuber,Wolfgang Drexler,Stefan Wolfsberger,Rainer A. Leitgeb

Endoscopic Microscopy XVI (2021)

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Diagnosis of Pituitary Adenoma Biopsies by Ultrahigh Resolution Optical Coherence Tomography Using Neuronal Networks

Alexander Micko,Fabian Placzek,Roger Fonolla,Michael Winklehner,Ryan Sentosa,Arno Krause,Greisa Vila,Romana Hoeftberger,Marco Andreana,Wolfgang Drexler,Rainer A. Leitgeb,Angelika Unterhuber,Stefan Wolfsberger

Frontiers in endocrinology（2021）

Cited2Views0WOSBibtex

Automatic Image and Text-Based Description for Colorectal Polyps Using BASIC Classification

Roger Fonolla,Quirine E. W. van der Zander,Ramon M. Schreuder,Sharmila Subramaniam,Pradeep Bhandari,Ad A. M. Masclee,Erik J. Schoon,Fons van Der Sommen,Peter H. N. de With

Artificial intelligence in medicine (2021): 102178-102178

Cited10Views0WOSBibtex

Hyperspectral Imaging for Colon Cancer Classification in Surgical Specimens: Towards Optical Biopsy During Image-Guided Surgery

Francesca Manni,Roger Fonolla,Fons van der Sommen,Svetlana Zinger,Caifeng Shan,Esther Kho,Susan Brouwer de Koning,Theo Ruers,Peter H. N. de With

42ND ANNUAL INTERNATIONAL CONFERENCES OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY ENABLI...（2020）

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