Publications

63 entries « 1 of 2 »

Journal Articles

2023

1.

Sanat Ramesh; Diego Dall'Alba; Cristians Gonzalez; Tong Yu; Pietro Mascagni; Didier Mutter; Jacques Marescaux; Paolo Fiorini; Nicolas Padoy

TRandAugment: temporal random augmentation strategy for surgical activity recognition from videos Journal Article

In: International Journal of Computer Assisted Radiology and Surgery, 2023.

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2.

Davide Corsi; Luca Marzari; Ameya Pore; Alessandro Farinelli; Alicia Casals; Paolo Fiorini; Diego Dall'Alba

Constrained reinforcement learning and formal verification for safe colonoscopy navigation Journal Article

In: arXiv preprint arXiv:2303.03207, 2023.

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3.

Ameya Pore; Zhen Li; Diego Dall'Alba; Albert Hernansanz; Elena De Momi; Arianna Menciassi; Alicia Casals Gelpí; Jenny Dankelman; Paolo Fiorini; Emmanuel Vander Poorten

Autonomous Navigation for Robot-Assisted Intraluminal and Endovascular Procedures: A Systematic Review Journal Article

In: IEEE Transactions on Robotics, 2023.

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4.

Sanat Ramesh; Diego Dall’Alba; Cristians Gonzalez; Tong Yu; Pietro Mascagni; Didier Mutter; Jacques Marescaux; Paolo Fiorini; Nicolas Padoy

Weakly Supervised Temporal Convolutional Networks for Fine-grained Surgical Activity Recognition Journal Article

In: IEEE Transactions on Medical Imaging, pp. 1-1, 2023.

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2022

7.

Guiqiu Liao; Oscar Caravaca-Mora; Benoit Rosa; Philippe Zanne; Diego Dall Alba; Paolo Fiorini; Michel Mathelin; Florent Nageotte; Michalina J Gora

Distortion and Instability Compensation with Deep Learning for Rotational Scanning Endoscopic Optical Coherence Tomography Journal Article

In: Medical Image Analysis, pp. 102355, 2022.

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8.

Di Wu; Xuan Thao Ha; Yao Zhang; Mouloud Ourak; Gianni Borghesan; Kenan Niu; Fabian Trauzettel; Jenny Dankelman; Arianna Menciassi; Emmanuel Vander Poorten

Deep-Learning-Based Compliant Motion Control of a Pneumatically-Driven Robotic Catheter Journal Article

In: IEEE Robotics and Automation Letters, vol. 7, no. 4, pp. 8853–8860, 2022.

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9.

Sujit Kumar Sahu; Izadyar Tamadon; Benoit Rosa; Pierre Renaud; Arianna Menciassi

A Spring-based Inductive Sensor for Soft and Flexible Robots Journal Article

In: IEEE Sensors Journal, pp. 1-1, 2022.

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10.

Xuan Thao Ha; Di Wu; Chun-Feng Lai; Mouloud Ourak; Gianni Borghesan; Arianna Menciassi; Emmanuel Vander Poorten

Contact Localization of Continuum and Flexible Robot Using Data-driven Approach Journal Article

In: IEEE Robotics and Automation Letters, 2022.

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11.

Jette Bloemberg; Fabian Trauzettel; Bram Coolen; Dimitra Dodou; Paul Breedveld

Design and evaluation of an MRI-ready, self-propelled needle for prostate interventions Journal Article

In: PLOS ONE, vol. 17, iss. 9, pp. e0274063, 2022, ISSN: 1932-6203.

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2021

30.

Stefano Pane; Veronica Iacovacci; Mohammad Hasan Dad Ansari; Arianna Menciassi

Dynamic tracking of a magnetic micro-roller using ultrasound phase analysis Journal Article

In: Scientific Reports, vol. 11, no. 1, pp. 23239, 2021, ISSN: 2045-2322.

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31.

Sanat Ramesh; Diego Dall'Alba; Cristians Gonzalez; Tong Yu; Pietro Mascagni; Didier Mutter; Jacques Marescaux; Paolo Fiorini; Nicolas Padoy

Multi-task temporal convolutional networks for joint recognition of surgical phases and steps in gastric bypass procedures Journal Article

In: International Journal of Computer Assisted Radiology and Surgery, 2021.

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32.

Martina Finocchiaro; Pablo Cortegoso Valdivia; Albert Hernansanz; Nicola Marino; Denise Amram; Alicia Casals; Arianna Menciassi; Wojciech Marlicz; Gastone Ciuti; Anastasios Koulaouzidis

Training Simulators for Gastrointestinal Endoscopy: Current and Future Perspectives Journal Article

In: Cancers, vol. 13, no. 6, pp. 1427, 2021.

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33.

Costanza Culmone; Semih Fatih Yikilmaz; Fabian Trauzettel; Paul Breedveld

Follow-The-Leader Mechanisms in Medical Devices: A Review on Scientific and Patent Literature Journal Article

In: IEEE Reviews in Biomedical Engineering, 2021.

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34.

HA, Xuan Thao; Mouloud Ourak; Omar Al-Ahmad; Di Wu; Gianni Borghesan; Arianna Menciassi; Emmanuel Vander Poorten

Robust catheter tracking by fusing electromagnetic tracking, fiber bragg grating and sparse fluoroscopic images Journal Article

In: IEEE Sensors Journal, vol. 21, no. 20, pp. 23422–23434, 2021.

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35.

Mouloud Ourak; Stijn De Buck; Ha, Xuan Thao; Omar Al-Ahmad; Kobe Bamps; Joris Ector; Vander Poorten, Emmanuel

Fusion of Biplane Fluoroscopy with Fiber Bragg Grating for 3D Catheter Shape Reconstruction Journal Article

In: IEEE Robotics and Automation Letters, vol. 6, no. 4, pp. 6505–6512, 2021.

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36.

Guiqiu Liao; Oscar Caravaca-Mora; Benoit Rosa; Philippe Zanne; Alexandre Asch; Diego Dall’Alba; Paolo Fiorini; Michel Mathelin; Florent Nageotte; Michalina J Gora

Data Stream Stabilization for Optical Coherence Tomography Volumetric Scanning Journal Article

In: IEEE Transactions on Medical Robotics and Bionics, vol. 3, no. 4, pp. 855–865, 2021.

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37.

Natalia Zulina; Oscar Caravaca; Guiqiu Liao; Sara Gravelyn; Morgane Schmitt; Keshia Badu; Lucile Heroin; Michalina J Gora

Colon phantoms with cancer lesions for endoscopic characterization with optical coherence tomography Journal Article

In: Biomedical optics express, vol. 12, no. 2, pp. 955–968, 2021.

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38.

Luca Sestini; Benoit Rosa; Elena De Momi; Giancarlo Ferrigno; Nicolas Padoy

A Kinematic Bottleneck Approach For Pose Regression of Flexible Surgical Instruments directly from Images Journal Article

In: IEEE Robotics and Automation Letters, vol. 6, no. 2, pp. 2938–2945, 2021.

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39.

Sujit Kumar Sahu; Canberk Sozer; Benoit Rosa; Izadyar Tamadon; Pierre Renaud; Arianna Menciassi

Shape Reconstruction Processes for Interventional Application Devices: State of the Art, Progress, and Future Directions Journal Article

In: Frontiers in Robotics and AI, vol. 8, 2021, ISSN: 2296-9144.

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40.

Jorge F. Lazo; Aldo Marzullo; Sara Moccia; Michele Catellani; Benoit Rosa; Francesco Calimeri; Michel Mathelin; Elena De Momi

A Lumen Segmentation Method in Ureteroscopy Images based on a Deep Residual U-Net architecture Journal Article

In: pp. 9203-9210, 2021.

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41.

Beatriz Farola Barata; Phuong Toan Tran; Gianni Borghesan; Keir McCutcheon; Diego Dall'Alba; Paolo Fiorini; Jos Vander Sloten; Emmanuel Vander Poorten

IVUS-Based Local Vessel Estimation for Robotic Intravascular Navigation Journal Article

In: IEEE Robotics and Automation Letters, vol. 6, no. 4, pp. 8102–8109, 2021, ISSN: 2377-3766.

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42.

Jorge F. Lazo; Aldo Marzullo; Sara Moccia; Michele Catellani; Benoit Rosa; Michel Mathelin; Elena De Momi

Using spatial-temporal ensembles of convolutional neural networks for lumen segmentation in ureteroscopy Journal Article

In: International journal of computer assisted radiology and surgery, vol. 16, no. 6, pp. 915–922, 2021.

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43.

Zhen Li; Jenny Dankelman; Elena De Momi

Path planning for endovascular catheterization under curvature constraints via two-phase searching approach Journal Article

In: International Journal of Computer Assisted Radiology and Surgery, vol. 16, no. 4, pp. 619–627, 2021.

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44.

Di Wu; Yao Zhang; Mouloud Ourak; Kenan Niu; Jenny Dankelman; Emmanuel Vander Poorten

Hysteresis modeling of robotic catheters based on long short-term memory network for improved environment reconstruction Journal Article

In: IEEE Robotics and Automation Letters, vol. 6, no. 2, pp. 2106–2113, 2021.

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PhD Theses

2023

5.

Ameya Pore

Surgical Subtask Automation for Intraluminal Procedures using Deep Reinforcement Learning PhD Thesis

2023.

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6.

Guiqiu Liao

Analysis and correction of OCT images for the control of robotic flexible endoscopes PhD Thesis

The Strasbourg University, 2023.

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Proceedings Articles

2022

12.

Mohammad Hasan Dad Ansari; Xuan Thao Ha; Mouloud Ourak; Veronica Iacovacci; Gianni Borghesan; Emmanuel Vander Poorten; Arianna Menciassi

Characterization of a soft magnetic catheter controlled by a permanent magnet Proceedings Article

In: ACTUATOR 2022 - International Conference and Exhibition on New Actuator Systems and Applications, pp. 1-3, VDE/VDI-Gesellschaft Mikroelektronik, Mikrosystem- und Feinwerktechnik (VDE/VDI GMM) VDE VERLAG GMBH, Mannheim, 2022.

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13.

Beatriz Farola Barata; Wim-Alexander Beckers; Gianni Borghesan; Diego Dall'Alba; Paolo Fiorini; Jos Vander Sloten; Emmanuel Vander Poorten

Estimation of a Vessel Side-Branches Model for Robotic Intravascular Navigation Proceedings Article

In: Proceedings of the 11th Conference on New Technologies for Computer/Robot Assisted Surgery (CRAS), pp. 76–77, 2022.

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14.

Guiqiu Liao; Beatriz Farola Barata; Oscar Caravaca Mora; Philippe Zanne; Benoit Rosa; Diego Dall’Alba; Paolo Fiorini; Michel Mathelin; Florent Nageotte; Michalina J. Gora

Coordinates encoding networks: an image segmentation architecture for side-viewing catheters Proceedings Article

In: Endoscopic Microscopy XVII, International Society for Optics and Photonics SPIE, 2022.

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15.

Mouloud Ourak; Di Wu; Ha, Xuan Thao; Vander Poorten, Emmanuel

Compliant Motion Control of Robotic Catheter based on Long-Short Term Memory Network Proceedings Article

In: Proc. of the 11th Conference on New Technologies for Computer and Robot Assisted Surgery (CRAS), 2022.

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16.

Fernando Gonzalez Herrera; Ameya Pore; Luca Sestini; Sujit Kumar Sahu; Guiqiu Liao; Philippe Zanne; Diego Dall’Alba; Albert Hernansanz; Benoit Rosa; Florent Nageotte; Michalina Gora

Autonomous image guided control of endoscopic orientation for OCT scanning Proceedings Article

In: Proc. of the 11th Conference on New Technologies for Computer and Robot Assisted Surgery (CRAS), 2022.

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17.

Beatriz Farola Barata; Guiqiu Liao; Diego Dall'Alba; Gianni Borghesan; Benoit Rosa; Michel de Mathelin; Florent Nageotte; Paolo Fiorini; Michalina J. Gora; Jos Vander Sloten; Emmanuel Vander Poorten

One-Shot Boundary Detection Network for Multi-Modal Side-Viewing Imaging Proceedings Article

In: Proceedings of the 11th Conference on New Technologies for Computer and Robot Assisted Surgery (CRAS), pp. 78–79, 2022.

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18.

Guiqiu Liao; Zhongkai Zhang; Oscar Caravaca Mora; Philippe Zanne; Benoit Rosa; Diego Dall’Alba; Paolo Fiorini; Michel Mathelin; Florent P. Nageotte; Michalina J. Gora

Colon lumen exploration with robotized optical coherence tomography catheter Proceedings Article

In: Endoscopic Microscopy XVII, International Society for Optics and Photonics SPIE, 2022.

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19.

Jorge F. Lazo; Ha, Xuan Thao; Martina Finocchiaro

Multi-level-assistance Robotic Platform for Navigation in the Urinary System: Design and Preliminary Tests Proceedings Article

In: Proc. of the 11th Conference on New Technologies for Computer and Robot Assisted Surgery (CRAS), 2022.

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20.

Mohammad Hasan Dad Ansari; Beatriz Farola Barata; Trauzettel Fabian; Zhen Li; Di Wu; Diego DallÁlba; Gianni Borghesan; Mouloud Ourak; Veronica Iacovacci; Selene Tognarelli; Dankelman Jenny; Elena De Momi; Paul Breedveld; Paolo Fiorini; Jos Vander Sloten; Arianna Menciassi; Emmanuel Vander Poorten

Proof-of-Concept Medical Robotic Platform for Endovascular Catheterization Proceedings Article

In: Proceedings of the 11th Conference on New Technologies for Computer and Robot Assisted Surgery (CRAS), pp. 66-67, 2022.

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21.

Di Wu; Yao Zhang; Mouloud Ourak; Xuan Thao Ha; Kenan Niu; Jenny Dankelman; Emmanuel Vander Poorten

Deep-learning-based Position Control of a Robotic Catheter under Environmental Contact Proceedings Article

In: 2022 International Symposium on Medical Robotics (ISMR), pp. 1–7, IEEE 2022.

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22.

Yao Zhang; Mouloud Ourak; Eric Verschooten; Kenan Niu; Di Wu; Gianni Borghesan; Philip Joris; Emmanuel Vander Poorten

Controlling of a Micropositioning Piezoelectric Actuator using an LSTM Network for Robotic Eye Surgery Proceedings Article

In: Conference on New Technologies for Computer and Robot Assisted Surgery, Location: Napoli, 2022.

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23.

Martina Finocchiaro; Xuan Thao Ha; Jorge Lazo; Chun-Feng Lai; Sanat Ramesh; Albert Hernansanz; Gianni Borghesan; Diego Dall'Alba; Selene Tognarelli; Benoit Rosa; Alicia Casals; Nicolas Padoy; Paolo Fiorini; Jenny Dankelman; Emmanuel Vander Porten; Arianna Menciassi; Elena De Momi

Multi-level-assistance Robotic Platform for Navigation in the Urinary System: Design and Preliminary Tests Proceedings Article

In: Conference on New Technologies for Computer/Robot Assisted Surgery (CRAS), pp. 90–91, 2022.

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24.

Fernando Gonzalez Herrera; Ameya Pore; Luca Sestini; Sujit Kumar Sahu; Guiqiu Liao; Philippe Zanne; Diego Dall’Alba; Albert Hernansanz; Benoit Rosa; Florent Nageotte; Michalina Gora

Autonomous image guided control of endoscopic orientation for OCT scanning Proceedings Article

In: Proc. of the 11th Conference on New Technologies for Computer and Robot Assisted Surgery (CRAS), 2022.

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25.

Ameya Pore; Martina Finocchiaro; Diego Dall'Alba; Albert Hernansanz; Gastone Ciuti; Alberto Arezzo; Arianna Menciassi; Alicia Casals; Paolo Fiorini

Colonoscopy Navigation using End-to-End Deep Visuomotor Control: A User Study Proceedings Article

In: 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), IEEE 2022.

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26.

Jorge F Lazo; Chun-Feng Lai; Sara Moccia; Benoiurt Rosa; Michele Catellani; Michel Mathelin; Giancarlo Ferrigno; Paul Breedveld; Jenny Dankelman; Elena De Momi

Autonomous Intraluminal Navigation of a Soft Robot using Deep-Learning-based Visual Servoing Proceedings Article

In: The 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2022), IEEE 2022.

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2021

45.

Martina Finocchiaro; Cristina Giosu`e; Gaspare Drago; Fabio Cibella; Arianna Menciassi; Mario Sprovieri; Gastone Ciuti

Design of a magnetic actuation system for a microbiota-collection ingestible capsule Proceedings Article

In: 2021 IEEE International Conference on Robotics and Automation (ICRA), pp. 6905–6911, IEEE 2021.

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46.

Marcello Chiurazzi; Angelo Damone; Martina Finocchiaro; Francesca Farnesi; Giacomo Lo Secco; Edoardo Forcignan`o; Alberto Arezzo; Gastone Ciuti

Small bowel to closest human body surface distance calculation through a custom-made software using CT-based datasets Proceedings Article

In: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), pp. 2903–2909, IEEE 2021.

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47.

Ameya Pore; Davide Corsi; Enrico Marchesini; Diego Dall’Alba; Alicia Casals; Alessandro Farinelli; Paolo Fiorini

Safe Reinforcement Learning using Formal Verification for Tissue Retraction in Autonomous Robotic-Assisted Surgery Proceedings Article

In: Proc. of the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 4025–4031, IEEE 2021.

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48.

Ameya Pore; Eleonora Tagliabue; Marco Piccinelli; Diego Dall’Alba; Alicia Casals; Paolo Fiorini

Learning from demonstrations for autonomous soft-tissue retraction Proceedings Article

In: Proc of the International Symposium on Medical Robotics (ISMR), pp. 1–7, IEEE 2021.

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49.

Luca Marzari; Ameya Pore; Diego Dall'Alba; Gerardo Aragon-Camarasa; Alessandro Farinelli; Paolo Fiorini

Towards Hierarchical Task Decomposition using Deep Reinforcement Learning for Pick and Place Subtasks Proceedings Article

In: Proc. of the 20th International Conference on Advanced Robotics (ICAR), pp. 640–645, 2021.

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50.

Zhen Li; Maria Elisabetta Mancini; Giovanni Monizzi; Daniele Andreini; Giancarlo Ferrigno; Jenny Dankelman; Elena De Momi

Model-to-Image Registration via Deep Learning towards Image-Guided Endovascular Interventions Proceedings Article

In: 2021 International Symposium on Medical Robotics (ISMR), pp. 1-6, 2021.

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Presentations

2022

27.

Guiqiu Liao; Beatriz Farola Barata; Diego Dall'Alba; Gianni Borghesan; Benoit Rosa; Florent Nageotte; Jos Vander Sloten; Emmanuel Vander Poorten; Michalina J. Gora

Privacy preserving federated learning for multimodality multi-institution image segmentation Presentation

Poster presentation at the sensing and biophotonics for surgical robotics and in vivo diagnostics workshop of The Hamlyn Symposium on Medical Robotics 2022, 01.06.2022.

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28.

Zhen Li; Enrico Manzionna; Giovanni Monizzi; Angelo Mastrangelo; Maria Elisabetta Mancini; Daniele Andreini; Jenny Dankelman; Elena De Momi

Simulation of Deformable Vasculature for Robot-assisted Endovascular Catheterization Presentation

01.05.2022.

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29.

Martina Finocchiaro; Alberto Arezzo; Arianna Menciassi; Alicia Casals; Albert Hernansanz; Gastone Ciuti

Human Machine Interfaces for Robot-Assisted Colonoscopy: a Clinical Survey Presentation

Poster presentation at the 14th Hamlyn Symposium on Medical Robotics, 2022, 01.01.2022.

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63 entries « 1 of 2 »