AIMC Topic: Suture Techniques

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Deep learning prediction of error and skill in robotic prostatectomy suturing.

Surgical endoscopy Oct 21, 2024
BACKGROUND: Manual objective assessment of skill and errors in minimally invasive surgery have been validated with correlation to surgical expertise and patient outcomes. However, assessment and error annotation can be subjective and are time-consumi...
Humans Reproducibility of Results Robotic Surgical Procedures Suture Techniques Prostatectomy Deep Learning Clinical Competence Male
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Artificial Intelligence-Based Video Feedback to Improve Novice Performance on Robotic Suturing Skills: A Pilot Study.

Journal of endourology Jan 29, 2024
Automated skills assessment can provide surgical trainees with objective, personalized feedback during training. Here, we measure the efficacy of artificial intelligence (AI)-based feedback on a robotic suturing task. Forty-two participants with no...
Suture Techniques Robotic Surgical Procedures Adult Video Recording Feedback Humans Artificial Intelligence Male Pilot Projects Female Clinical Competence
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Transferability of the robot assisted and laparoscopic suturing learning curves.

Journal of robotic surgery Jan 27, 2024
Robot assisted surgery (RAS) is increasingly used, and besides conventional minimally invasive surgery (cMIS) surgeons are challenged to learn an increased array of skills. This study aimed to assess the influence of both learning curves on each othe...
Humans Prospective Studies Laparoscopy Robotic Surgical Procedures Cross-Over Studies Clinical Competence Robotics Suture Techniques Learning Curve
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Effects of a force feedback function in a surgical robot on the suturing procedure.

Surgical endoscopy Dec 13, 2023
BACKGROUND: Currently, widely used robotic surgical systems do not provide force feedback. This study aimed to evaluate the impact and benefits of a force feedback function on the suturing procedure.
Neurosurgical Procedures Suture Techniques Surgical Instruments Robotics Robotic Surgical Procedures Humans Surgeons Clinical Competence Feedback
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Simple technique of double-layer enterotomy closure using a bidirectional barbed suture material when performing intracorporeal side-to-side anastomosis in robot-assisted right colectomy for colon cancer.

Techniques in coloproctology Dec 11, 2023
Suture Techniques Anastomosis, Surgical Colectomy Humans Robotics Sutures Colonic Neoplasms Laparoscopy
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The effect of double W tension-reduced suture technique on the abdominal scars following the da Vinci robot-assisted gastrectomy for severely obese patients.

BMC surgery May 9, 2023
OBJECTIVE: To analyze the effect of a new type of tension-reduced suture named "double W tension-reduced suture technique" on the abdominal scars following the da Vinci robot-assisted gastrectomy for severely obese patients.
Suture Techniques Robotics Humans Cicatrix Obesity Gastrectomy
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AI-Based Video Segmentation: Procedural Steps or Basic Maneuvers?

The Journal of surgical research Nov 24, 2022
INTRODUCTION: Video-based review of surgical procedures has proven to be useful in training by enabling efficiency in the qualitative assessment of surgical skill and intraoperative decision-making. Current video segmentation protocols focus largely ...
Algorithms Colon Neurosurgical Procedures Suture Techniques Clinical Competence Artificial Intelligence
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Comparison of different pancreatic stump management strategies during robot-assisted distal pancreatectomy.

The international journal of medical robotics + computer assisted surgery : MRCAS Oct 26, 2022
BACKGROUND: Postoperative pancreatic fistula (POPF) represents the most feared complication after distal pancreatectomy, and the possible role of robotic assistance in this setting is poorly investigated so far.
Suture Techniques Pancreatic Fistula Pancreas Pancreatectomy Retrospective Studies Postoperative Complications Robotics Humans
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Capturing fine-grained details for video-based automation of suturing skills assessment.

International journal of computer assisted radiology and surgery Oct 25, 2022
OBJECTIVES: Manually-collected suturing technical skill scores are strong predictors of continence recovery after robotic radical prostatectomy. Herein, we automate suturing technical skill scoring through computer vision (CV) methods as a scalable m...
Neurosurgical Procedures Sutures Automation Humans Surgeons Robotics Male Suture Techniques Clinical Competence Robotic Surgical Procedures
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Multi-Modal Deep Learning for Assessing Surgeon Technical Skill.

Sensors (Basel, Switzerland) Sep 27, 2022
This paper introduces a new dataset of a surgical knot-tying task, and a multi-modal deep learning model that achieves comparable performance to expert human raters on this skill assessment task. Seventy-two surgical trainees and faculty were recruit...
Suture Techniques Surgeons Humans Algorithms Deep Learning Clinical Competence
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