User profiles for P. Mascagni
Pietro MascagniFondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy; Institute of Image … Verified email at unicatt.it Cited by 1848 |
[HTML][HTML] Surgical data science–from concepts toward clinical translation
…, J Fallert, H Feussner, S Giannarou, P Mascagni… - Medical image …, 2022 - Elsevier
Recent developments in data science in general and machine learning in particular have
transformed the way experts envision the future of surgery. Surgical Data Science (SDS) is a …
transformed the way experts envision the future of surgery. Surgical Data Science (SDS) is a …
[HTML][HTML] Computer vision in surgery: from potential to clinical value
Hundreds of millions of operations are performed worldwide each year, and the rising uptake
in minimally invasive surgery has enabled fiber optic cameras and robots to become both …
in minimally invasive surgery has enabled fiber optic cameras and robots to become both …
[HTML][HTML] Augmented reality and image-guided robotic liver surgery
…, E Felli, Z Cherkaoui, P Mascagni, P Pessaux - Cancers, 2021 - mdpi.com
Simple Summary Robotic surgery has gained much attention in liver resection for its potential
to increase surgical dexterity in a minimally invasive scenario. Different series are reported …
to increase surgical dexterity in a minimally invasive scenario. Different series are reported …
Artificial intelligence for surgical safety: automatic assessment of the critical view of safety in laparoscopic cholecystectomy using deep learning
Objective: To develop a deep learning model to automatically segment hepatocystic
anatomy and assess the criteria defining the critical view of safety (CVS) in laparoscopic …
anatomy and assess the criteria defining the critical view of safety (CVS) in laparoscopic …
[HTML][HTML] Federated benchmarking of medical artificial intelligence with MedPerf
…, AI4SafeChole Consortium, P Mascagni… - Nature Machine …, 2023 - nature.com
Medical artificial intelligence (AI) has tremendous potential to advance healthcare by
supporting and contributing to the evidence-based practice of medicine, personalizing patient …
supporting and contributing to the evidence-based practice of medicine, personalizing patient …
Rendezvous: Attention mechanisms for the recognition of surgical action triplets in endoscopic videos
Out of all existing frameworks for surgical workflow analysis in endoscopic videos, action
triplet recognition stands out as the only one aiming to provide truly fine-grained and …
triplet recognition stands out as the only one aiming to provide truly fine-grained and …
Computer vision in surgery
The fields of computer vision (CV) and artificial intelligence (AI) have undergone rapid
advancements in the past decade, many of which have been applied to the analysis of …
advancements in the past decade, many of which have been applied to the analysis of …
[HTML][HTML] A Delphi consensus statement for digital surgery
…, L Maier-Hein, EM Antona, P Mascagni… - NPJ digital …, 2022 - nature.com
The use of digital technology is increasing rapidly across surgical specialities, yet there is no
consensus for the term ‘digital surgery’. This is critical as digital health technologies present …
consensus for the term ‘digital surgery’. This is critical as digital health technologies present …
[HTML][HTML] Multi-task temporal convolutional networks for joint recognition of surgical phases and steps in gastric bypass procedures
Purpose Automatic segmentation and classification of surgical activity is crucial for providing
advanced support in computer-assisted interventions and autonomous functionalities in …
advanced support in computer-assisted interventions and autonomous functionalities in …
Cholectriplet2021: A benchmark challenge for surgical action triplet recognition
Context-aware decision support in the operating room can foster surgical safety and efficiency
by leveraging real-time feedback from surgical workflow analysis. Most existing works …
by leveraging real-time feedback from surgical workflow analysis. Most existing works …