Giorgia Marullo
Overview
Explore the profile of Giorgia Marullo including associated specialties, affiliations and a list of published articles.
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Articles
4
Citations
19
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Recent Articles
1.
Marullo G, Ulrich L, Antonaci F, Audisio A, Aprato A, Masse A, et al.
Bone Rep
. 2024 Sep;
22:101801.
PMID: 39324016
Femur fractures are a significant worldwide public health concern that affects patients as well as their families because of their high frequency, morbidity, and mortality. When employing computer-aided diagnostic (CAD)...
2.
Checcucci E, Piazzolla P, Marullo G, Innocente C, Salerno F, Ulrich L, et al.
J Clin Med
. 2023 Dec;
12(23).
PMID: 38068407
Background: Addressing intraoperative bleeding remains a significant challenge in the field of robotic surgery. This research endeavors to pioneer a groundbreaking solution utilizing convolutional neural networks (CNNs). The objective is...
3.
Marullo G, Tanzi L, Ulrich L, Porpiglia F, Vezzetti E
J Pers Med
. 2023 Mar;
13(3).
PMID: 36983595
The current study presents a multi-task end-to-end deep learning model for real-time blood accumulation detection and tools semantic segmentation from a laparoscopic surgery video. Intraoperative bleeding is one of the...
4.
A deep learning framework for real-time 3D model registration in robot-assisted laparoscopic surgery
Padovan E, Marullo G, Tanzi L, Piazzolla P, Moos S, Porpiglia F, et al.
Int J Med Robot
. 2022 Mar;
18(3):e2387.
PMID: 35246913
Introduction: The current study presents a deep learning framework to determine, in real-time, position and rotation of a target organ from an endoscopic video. These inferred data are used to...