AIMC Topic: Laparoscopy

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Artificial intelligence automated surgical phases recognition in intraoperative videos of laparoscopic pancreatoduodenectomy.

Surgical endoscopy Jul 3, 2024
BACKGROUND: Laparoscopic pancreatoduodenectomy (LPD) is one of the most challenging operations and has a long learning curve. Artificial intelligence (AI) automated surgical phase recognition in intraoperative videos has many potential applications i...
Laparoscopy Video Recording Pancreaticoduodenectomy Learning Curve Humans Artificial Intelligence
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Real-Time Tool Localization for Laparoscopic Surgery Using Convolutional Neural Network.

Sensors (Basel, Switzerland) Jun 27, 2024
Partially automated robotic systems, such as camera holders, represent a pivotal step towards enhancing efficiency and precision in surgical procedures. Therefore, this paper introduces an approach for real-time tool localization in laparoscopy surge...
Laparoscopy Robotic Surgical Procedures Neural Networks, Computer Algorithms Humans
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An artificial intelligence-designed predictive calculator of conversion from minimally invasive to open colectomy in colon cancer.

Updates in surgery Jun 26, 2024
Minimally invasive surgery is safe and effective in colorectal cancer. Conversion to open surgery may be associated with adverse effects on treatment outcomes. This study aimed to assess risk factors of conversion from minimally invasive to open cole...
Artificial Intelligence Female Risk Factors Humans Case-Control Studies Length of Stay Treatment Outcome Minimally Invasive Surgical Procedures Aged Male Middle Aged Colonic Neoplasms Neoplasm Staging Colectomy Laparoscopy Conversion to Open Surgery Robotic Surgical Procedures
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Utilization of artificial intelligence in minimally invasive right adrenalectomy: recognition of anatomical landmarks with deep learning.

Acta chirurgica Belgica Jun 10, 2024
BACKGROUND: The primary surgical approach for removing adrenal masses is minimally invasive adrenalectomy. Recognition of anatomical landmarks during surgery is critical for minimizing complications. Artificial intelligence-based tools can be utilize...
Robotic Surgical Procedures Humans Artificial Intelligence Feasibility Studies Female Adrenalectomy Minimally Invasive Surgical Procedures Deep Learning Vena Cava, Inferior Adrenal Glands Male Anatomic Landmarks Adrenal Gland Neoplasms Laparoscopy Middle Aged
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Laparoscopic distal gastrectomy skill evaluation from video: a new artificial intelligence-based instrument identification system.

Scientific reports May 30, 2024
The advent of Artificial Intelligence (AI)-based object detection technology has made identification of position coordinates of surgical instruments from videos possible. This study aimed to find kinematic differences by surgical skill level. An AI a...
Humans Artificial Intelligence Biomechanical Phenomena Male Algorithms Female Clinical Competence ROC Curve Gastrectomy Laparoscopy Video Recording
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Real-time detection of active bleeding in laparoscopic colectomy using artificial intelligence.

Surgical endoscopy May 17, 2024
BACKGROUND: Most intraoperative adverse events (iAEs) result from surgeons' errors, and bleeding is the majority of iAEs. Recognizing active bleeding timely is important to ensure safe surgery, and artificial intelligence (AI) has great potential for...
Artificial Intelligence Blood Loss, Surgical Humans Laparoscopy Japan Colectomy Video Recording Intraoperative Complications
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Distinguishing the Uterine Artery, the Ureter, and Nerves in Laparoscopic Surgical Images Using Ensembles of Binary Semantic Segmentation Networks.

Sensors (Basel, Switzerland) May 4, 2024
Performing a minimally invasive surgery comes with a significant advantage regarding rehabilitating the patient after the operation. But it also causes difficulties, mainly for the surgeon or expert who performs the surgical intervention, since only ...
Semantics Hysterectomy Ureter Uterine Artery Female Image Processing, Computer-Assisted Laparoscopy Humans Neural Networks, Computer Algorithms
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Vision-based estimation of manipulation forces by deep learning of laparoscopic surgical images obtained in a porcine excised kidney experiment.

Scientific reports Apr 27, 2024
In robot-assisted surgery, in which haptics should be absent, surgeons experience haptics-like sensations as "pseudo-haptic feedback". As surgeons who routinely perform robot-assisted laparoscopic surgery, we wondered if we could make these "pseudo-h...
Kidney Animals Laparoscopy Swine Robotic Surgical Procedures Deep Learning
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Implementation of artificial intelligence-based computer vision model in laparoscopic appendectomy: validation, reliability, and clinical correlation.

Surgical endoscopy Apr 25, 2024
BACKGROUND: Application of artificial intelligence (AI) in general surgery is evolving. Real-world implementation of an AI-based computer-vision model in laparoscopic appendectomy (LA) is presented. We aimed to evaluate (1) its accuracy in complexity...
Appendectomy Laparoscopy Appendicitis Video Recording Male Middle Aged Clinical Competence Retrospective Studies Humans Reproducibility of Results Female Artificial Intelligence Adult
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Development and validation of machine learning models and nomograms for predicting the surgical difficulty of laparoscopic resection in rectal cancer.

World journal of surgical oncology Apr 25, 2024
BACKGROUND: The objective of this study is to develop and validate a machine learning (ML) prediction model for the assessment of laparoscopic total mesorectal excision (LaTME) surgery difficulty, as well as to identify independent risk factors that ...
Nomograms Follow-Up Studies Laparoscopy Humans Male Risk Factors Machine Learning Middle Aged Retrospective Studies Aged Rectal Neoplasms Prognosis ROC Curve Female
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