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Diego Dall'Alba
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2020 – today
- 2024
- [j25]Di Wu, Renchi Zhang, Ameya Pore, Diego Dall'Alba, Xuan Thao Ha, Zhen Li, Yao Zhang, Fernando Herrera, Mouloud Ourak, Wojtek Kowalczyk, Elena De Momi, Alícia Casals, Jenny Dankelman, Jens Kober, Arianna Menciassi, Paolo Fiorini, Emmanuel B. Vander Poorten:
A review on machine learning in flexible surgical and interventional robots: Where we are and where we are going. Biomed. Signal Process. Control. 93: 106179 (2024) - [j24]Joanna Kaleta, Diego Dall'Alba, Szymon Plotka, Przemyslaw Korzeniowski:
Minimal data requirement for realistic endoscopic image generation with Stable Diffusion. Int. J. Comput. Assist. Radiol. Surg. 19(3): 531-539 (2024) - [c25]Amanuel Ergogo, Diego Dall'Alba, Przemyslaw Korzeniowski:
HiLoTEL: Virtual Reality Robot Interface-Based Human-in-the-Loop Task Execution and Learning in the Physical World Through Its Digital Twin. VR Workshops 2024: 681-682 - [i15]Paul Maria Scheikl, Eleonora Tagliabue, Balázs Gyenes, Martin Wagner, Diego Dall'Alba, Paolo Fiorini, Franziska Mathis-Ullrich:
Sim-To-Real Transfer for Visual Reinforcement Learning of Deformable Object Manipulation for Robot-Assisted Surgery. CoRR abs/2406.06092 (2024) - [i14]Ameya Pore, Riccardo Muradore, Diego Dall'Alba:
DEAR: Disentangled Environment and Agent Representations for Reinforcement Learning without Reconstruction. CoRR abs/2407.00633 (2024) - [i13]Diego Dall'Alba, Lorenzo Busellato, Thiusius Rajeeth Savarimuthu, Zhuoqi Cheng, Iñigo Iturrate:
Imitation Learning for Robotic Assisted Ultrasound Examination of Deep Venous Thrombosis using Kernelized Movement Primitives. CoRR abs/2407.08506 (2024) - 2023
- [j23]Marco Bombieri, Daniele Meli, Diego Dall'Alba, Marco Rospocher, Paolo Fiorini:
Mapping natural language procedures descriptions to linear temporal logic templates: an application in the surgical robotic domain. Appl. Intell. 53(22): 26351-26363 (2023) - [j22]Andrea Mendizabal, Eleonora Tagliabue, Diego Dall'Alba:
Intraoperative estimation of liver boundary conditions from multiple partial surfaces. Int. J. Comput. Assist. Radiol. Surg. 18(7): 1295-1302 (2023) - [j21]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. Int. J. Comput. Assist. Radiol. Surg. 18(9): 1665-1672 (2023) - [j20]Paul Maria Scheikl, Eleonora Tagliabue, Balázs Gyenes, Martin Wagner, Diego Dall'Alba, Paolo Fiorini, Franziska Mathis-Ullrich:
Sim-to-Real Transfer for Visual Reinforcement Learning of Deformable Object Manipulation for Robot-Assisted Surgery. IEEE Robotics Autom. Lett. 8(2): 560-567 (2023) - [j19]Eleonora Tagliabue, Marco Bombieri, Paolo Fiorini, Diego Dall'Alba:
Autonomous Robotic Surgical Systems: Needing Common Sense to Achieve Higher Levels of Autonomy [Opinion]. IEEE Robotics Autom. Mag. 30(3): 149-163 (2023) - [j18]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. IEEE Trans. Medical Imaging 42(9): 2592-2602 (2023) - [j17]Ameya Pore, Zhen Li, Diego Dall'Alba, Albert Hernansanz, Elena De Momi, Arianna Menciassi, Alicia Casals Gelpí, Jenny Dankelman, Paolo Fiorini, Emmanuel B. Vander Poorten:
Autonomous Navigation for Robot-Assisted Intraluminal and Endovascular Procedures: A Systematic Review. IEEE Trans. Robotics 39(4): 2529-2548 (2023) - [c24]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. IROS 2023: 10289-10294 - [c23]Sevdenur Kütük, Marco Bombieri, Diego Dall'Alba, Paolo Fiorini, Duygu Sarikaya:
Automatic Surgical Caption Generation in Nephrectomy Surgery Videos. SIU 2023: 1-4 - [i12]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. CoRR abs/2302.10834 (2023) - [i11]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. CoRR abs/2303.03207 (2023) - [i10]Ameya Pore, Zhen Li, Diego Dall'Alba, Albert Hernansanz, Elena De Momi, Arianna Menciassi, Alicia Casals, Jenny Dankelman, Paolo Fiorini, Emmanuel B. Vander Poorten:
Autonomous Navigation for Robot-assisted Intraluminal and Endovascular Procedures: A Systematic Review. CoRR abs/2305.04027 (2023) - [i9]Joël L. Lavanchy, Sanat Ramesh, Diego Dall'Alba, Cristians Gonzalez, Paolo Fiorini, Beat P. Müller-Stich, Philipp C. Nett, Jacques Marescaux, Didier Mutter, Nicolas Padoy:
Challenges in Multi-centric Generalization: Phase and Step Recognition in Roux-en-Y Gastric Bypass Surgery. CoRR abs/2312.11250 (2023) - 2022
- [j16]Guiqiu Liao, Oscar Caravaca-Mora, Benoit Rosa, Philippe Zanne, Diego Dall'Alba, Paolo Fiorini, Michel de Mathelin, Florent Nageotte, Michalina J. Gora:
Distortion and instability compensation with deep learning for rotational scanning endoscopic optical coherence tomography. Medical Image Anal. 77: 102355 (2022) - [j15]Marco Piccinelli, Zhuoqi Cheng, Diego Dall'Alba, Michael Kjær Schmidt, Thiusius Rajeeth Savarimuthu, Paolo Fiorini:
3D Vision Based Robot Assisted Electrical Impedance Scanning for Soft Tissue Conductivity Sensing. IEEE Robotics Autom. Lett. 7(2): 4055-4062 (2022) - [j14]Zhuoqi Cheng, Kim Lindberg Schwaner, Diego Dall'Alba, Paolo Fiorini, Thiusius Rajeeth Savarimuthu:
An Electrical Bioimpedance Scanning System for Subsurface Tissue Detection in Robot Assisted Minimally Invasive Surgery. IEEE Trans. Biomed. Eng. 69(1): 209-219 (2022) - [c22]Daniele Meli, Marco Bombieri, Diego Dall'Alba, Paolo Fiorini:
Inductive Learning of Surgical Task Knowledge from Intra-operative Expert Feedback (short paper). AIRO@AI*IA 2022: 48-54 - [c21]Giovanni Menegozzo, Diego Dall'Alba, Paolo Fiorini:
CIPCaD-Bench: Continuous Industrial Process datasets for benchmarking Causal Discovery methods. CASE 2022: 2124-2131 - [c20]Eleonora Tagliabue, Daniele Meli, Diego Dall'Alba, Paolo Fiorini:
Deliberation in autonomous robotic surgery: a framework for handling anatomical uncertainty. ICRA 2022: 11080-11086 - [c19]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. IROS 2022: 9582-9588 - [i8]Eleonora Tagliabue, Daniele Meli, Diego Dall'Alba, Paolo Fiorini:
Deliberation in autonomous robotic surgery: a framework for handling anatomical uncertainty. CoRR abs/2203.05438 (2022) - [i7]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. CoRR abs/2206.15086 (2022) - [i6]Giovanni Menegozzo, Diego Dall'Alba, Paolo Fiorini:
CIPCaD-Bench: Continuous Industrial Process datasets for benchmarking Causal Discovery methods. CoRR abs/2208.01529 (2022) - 2021
- [j13]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. Int. J. Comput. Assist. Radiol. Surg. 16(7): 1111-1119 (2021) - [j12]Marco Bombieri, Marco Rospocher, Diego Dall'Alba, Paolo Fiorini:
Automatic detection of procedural knowledge in robotic-assisted surgical texts. Int. J. Comput. Assist. Radiol. Surg. 16(8): 1287-1295 (2021) - [j11]Eleonora Tagliabue, Diego Dall'Alba, Micha Pfeiffer, Marco Piccinelli, Riccardo Marin, Umberto Castellani, Stefanie Speidel, Paolo Fiorini:
Data-Driven Intra-Operative Estimation of Anatomical Attachments for Autonomous Tissue Dissection. IEEE Robotics Autom. Lett. 6(2): 1856-1863 (2021) - [j10]Giovanni Menegozzo, Diego Dall'Alba, Paolo Fiorini:
Industrial Time Series Modeling With Causal Precursors and Separable Temporal Convolutions. IEEE Robotics Autom. Lett. 6(4): 6939-6946 (2021) - [j9]Beatriz Farola Barata, Phuong Toan Tran, Gianni Borghesan, Keir McCutcheon, Diego Dall'Alba, Paolo Fiorini, Jos Vander Sloten, Emmanuel B. Vander Poorten:
IVUS-Based Local Vessel Estimation for Robotic Intravascular Navigation. IEEE Robotics Autom. Lett. 6(4): 8102-8109 (2021) - [c18]Kim Lindberg Schwaner, Diego Dall'Alba, Pernille Tine Jensen, Paolo Fiorini, Thiusius R. Savarimuthu:
Autonomous Needle Manipulation for Robotic Surgical Suturing Based on Skills Learned from Demonstration. CASE 2021: 235-241 - [c17]Zhuoqi Cheng, Diego Dall'Alba, Paolo Fiorini, Thiusius Rajeeth Savarimuthu:
Robot-Assisted Electrical Impedance Scanning system for 2D Electrical Impedance Tomography tissue inspection. EMBC 2021: 3729-3733 - [c16]Zhuoqi Cheng, Diego Dall'Alba, Paolo Fiorini, Thiusius Rajeeth Savarimuthu:
Robot Assisted Electrical Impedance Tomography System for Minimally Invasive Surgery. ICAR 2021: 234-240 - [c15]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. ICAR 2021: 640-645 - [c14]Filippo Loschi, Nicola Piccinelli, Diego Dall'Alba, Riccardo Muradore, Paolo Fiorini, Cristian Secchi:
An Optimized Two-Layer Approach for Efficient and Robustly Stable Bilateral Teleoperation. ICRA 2021: 12449-12455 - [c13]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. IROS 2021: 4025-4031 - [c12]Daniele Meli, Eleonora Tagliabue, Diego Dall'Alba, Paolo Fiorini:
Autonomous tissue retraction with a biomechanically informed logic based framework. ISMR 2021: 1-7 - [c11]Ameya Pore, Eleonora Tagliabue, Marco Piccinelli, Diego Dall'Alba, Alicia Casals, Paolo Fiorini:
Learning from Demonstrations for Autonomous Soft-tissue Retraction *. ISMR 2021: 1-7 - [c10]Eleonora Tagliabue, Marco Piccinelli, Diego Dall'Alba, Juan Verde, Micha Pfeiffer, Riccardo Marin, Stefanie Speidel, Paolo Fiorini, Stéphane Cotin:
Intra-operative Update of Boundary Conditions for Patient-Specific Surgical Simulation. MICCAI (4) 2021: 373-382 - [i5]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. CoRR abs/2102.04022 (2021) - [i4]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. CoRR abs/2102.12218 (2021) - [i3]Daniele Meli, Eleonora Tagliabue, Diego Dall'Alba, Paolo Fiorini:
Autonomous tissue retraction with a biomechanically informed logic based framework. CoRR abs/2109.02316 (2021) - [i2]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. CoRR abs/2109.02323 (2021) - [i1]Ameya Pore, Eleonora Tagliabue, Marco Piccinelli, Diego Dall'Alba, Alicia Casals, Paolo Fiorini:
Learning from Demonstrations for Autonomous Soft-tissue Retraction. CoRR abs/2110.00336 (2021) - 2020
- [j8]Eleonora Tagliabue, Diego Dall'Alba, Enrico Magnabosco, Igor Peterlík, Paolo Fiorini:
Biomechanical modelling of probe to tissue interaction during ultrasound scanning. Int. J. Comput. Assist. Radiol. Surg. 15(8): 1379-1387 (2020) - [c9]Giovanni Menegozzo, Diego Dall'Alba, Paolo Fiorini:
Causal interaction modeling on ultra-processed food manufacturing. CASE 2020: 200-205 - [c8]Marco Bombieri, Diego Dall'Alba, Sanat Ramesh, Giovanni Menegozzo, Caitlin Schneider, Paolo Fiorini:
Joints-Space Metrics for Automatic Robotic Surgical Gestures Classification. IROS 2020: 3061-3066 - [c7]Eleonora Tagliabue, Ameya Pore, Diego Dall'Alba, Enrico Magnabosco, Marco Piccinelli, Paolo Fiorini:
Soft Tissue Simulation Environment to Learn Manipulation Tasks in Autonomous Robotic Surgery*. IROS 2020: 3261-3266
2010 – 2019
- 2019
- [j7]Eleonora Tagliabue, Diego Dall'Alba, Enrico Magnabosco, Chiara Tenga, Igor Peterlík, Paolo Fiorini:
Position-based modeling of lesion displacement in ultrasound-guided breast biopsy. Int. J. Comput. Assist. Radiol. Surg. 14(8): 1329-1339 (2019) - [j6]Eleonora Tagliabue, Diego Dall'Alba, Enrico Magnabosco, Chiara Tenga, Igor Peterlík, Paolo Fiorini:
Correction to: Position-based modeling of lesion displacement in ultrasound-guided breast biopsy. Int. J. Comput. Assist. Radiol. Surg. 14(11): 2043 (2019) - [j5]Zhuoqi Cheng, Diego Dall'Alba, Simone Foti, Andrea Mariani, Thibaud Chupin, Darwin G. Caldwell, Giancarlo Ferrigno, Elena De Momi, Leonardo S. Mattos, Paolo Fiorini:
Design and Integration of Electrical Bio-impedance Sensing in Surgical Robotic Tools for Tissue Identification and Display. Frontiers Robotics AI 6: 55 (2019) - [j4]Francesco Visentin, Vincent Groenhuis, Bogdan Mihai Maris, Diego Dall'Alba, Françoise J. Siepel, Stefano Stramigioli, Paolo Fiorini:
Iterative simulations to estimate the elastic properties from a series of MRI images followed by MRI-US validation. Medical Biol. Eng. Comput. 57(4): 913-924 (2019) - [c6]Michele Ginesi, Daniele Meli, Andrea Calanca, Diego Dall'Alba, Nicola Sansonetto, Paolo Fiorini:
Dynamic Movement Primitives: Volumetric Obstacle Avoidance. ICAR 2019: 234-239 - [c5]Giovanni Menegozzo, Diego Dall'Alba, Chiara Zandona, Paolo Fiorini:
Surgical gesture recognition with time delay neural network based on kinematic data. ISMR 2019: 1-7 - 2018
- [j3]Vincent Groenhuis, Francesco Visentin, Francoise J. Siepel, Bogdan Mihai Maris, Diego Dall'Alba, Paolo Fiorini, Stefano Stramigioli:
Analytical derivation of elasticity in breast phantoms for deformation tracking. Int. J. Comput. Assist. Radiol. Surg. 13(10): 1641-1650 (2018) - 2017
- [j2]Kim Mathiassen, Diego Dall'Alba, Riccardo Muradore, Paolo Fiorini, Ole Jakob Elle:
Robust Real-Time Needle Tracking in 2-D Ultrasound Images Using Statistical Filtering. IEEE Trans. Control. Syst. Technol. 25(3): 966-978 (2017) - 2016
- [c4]Marco Carletti, Diego Dall'Alba, Marco Cristani, Paolo Fiorini:
A Robust Particle Filtering Approach with Spatially-dependent Template Selection for Medical Ultrasound Tracking Applications. VISIGRAPP (3: VISAPP) 2016: 524-533 - 2015
- [j1]Diego Dall'Alba, Paolo Fiorini:
BIPCO: ultrasound feature points based on phase congruency detector and binary pattern descriptor. Int. J. Comput. Assist. Radiol. Surg. 10(6): 843-854 (2015) - [c3]Marco Carletti, Davide Zerbato, Diego Dall'Alba, Andrea Calanca, Paolo Fiorini:
Robust 3D Pose Estimation of a Laparoscopic Instrument with three Landmarks. STAG 2015: 7-14 - 2013
- [c2]Kim Mathiassen, Diego Dall'Alba, Riccardo Muradore, Paolo Fiorini, Ole Jakob Elle:
Real-time biopsy needle tip estimation in 2D ultrasound images. ICRA 2013: 4363-4369 - 2012
- [c1]Diego Dall'Alba, Bogdan Mihai Maris, Paolo Fiorini:
A compact navigation system for free hand needle placement in percutaneos procedures. IROS 2012: 2013-2018
Coauthor Index
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last updated on 2024-10-07 22:23 CEST by the dblp team
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