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http://dx.doi.org/10.1055/s-0030-1248081 | DOI Listing |
Int J Comput Assist Radiol Surg
January 2025
Advanced Medical Devices Laboratory, Kyushu University, Nishi-ku, Fukuoka, 819-0382, Japan.
Purpose: This paper presents a deep learning approach to recognize and predict surgical activity in robot-assisted minimally invasive surgery (RAMIS). Our primary objective is to deploy the developed model for implementing a real-time surgical risk monitoring system within the realm of RAMIS.
Methods: We propose a modified Transformer model with the architecture comprising no positional encoding, 5 fully connected layers, 1 encoder, and 3 decoders.
J Clin Neurosci
January 2025
Division of Neurosurgery, Department of Surgery, Brawijaya University/Saiful Anwar General Hospital, Malang, East Java, Indonesia.
Background: Percutaneous Endoscopic Lumbar Discectomy (PELD) is a leading minimally invasive technique for lumbar disc herniation (LDH). The two primary approaches, transforaminal (PETD) and interlaminar (PEID), each present distinct advantages and challenges in treating L5-S1 LDH. This study aims to compare the efficacy and safety of these two approaches.
View Article and Find Full Text PDFComput Methods Programs Biomed
January 2025
Mines Saint-Etienne, Univ Jean Monnet, Etablissement Francais du Sang, INSERM, U 1059 Sainbiose, Centre CIS, F-42023, Saint-Etienne, France. Electronic address:
The rise in minimally invasive procedures has created a demand for efficient and reliable planning software to predict intra- and post-operative outcomes. Surrogate modelling has shown promise, but challenges remain, particularly in cardiovascular applications, due to the complexity of parametrising anatomical structures and the need for large training datasets. This study aims to apply statistical shape modelling and machine learning for predicting stent deployment in real time using patient-specific models.
View Article and Find Full Text PDFHernia
January 2025
Department of Surgery, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, Box 1259, New York, NY, 10029, USA.
Purpose: While surgeons agree that perioperative field blocks should be performed for open inguinal hernia surgery, there lacks consensus in the minimally invasive context. Prior small-scale randomized trials study pain scores only up to 24 h postoperatively. Thus, we sought to investigate the analgesic benefits of a bupivacaine transversus abdominis plane (TAP) block in the first 4 postoperative days.
View Article and Find Full Text PDFArch Orthop Trauma Surg
January 2025
Department of Orthopedic Surgery, Columbia University Orthopedics at Mount Sinai Medical Center, 4302 Alton Road, Suite 220, Miami Beach, FL, 33140, USA.
Background: In the case of end-stage hallux rigidus, first metatarsophalangeal (MTP) joint arthrodesis is the gold-standard and is traditionally performed via an open approach. However, complications such as nonunion have been reported to be as high as 30%. Recently, there have been reports demonstrating a percutaneous approach to be effective and safe.
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