Surgery

Latest AI and machine learning research in surgery for healthcare professionals.

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Pooling Learning: From "Invariable" to "Variable".

Deep learning has become a research hotspot in multimedia, especially in the field of image processing. Pooling operation is an important operation in deep learning. Pooling operation can reduce the feature dimension, the number of parameters, the complexity of computation, and the complexity of time. With the development of deep learning models, pooling operation has made great progress. The main...

Jun 20 2022 35769671

Predicting Patient-Reported Outcomes Following Surgery Using Machine Learning.

Patient-reported outcomes (PROs) enable providers to identify differences in treatment effectiveness, postoperative recovery, quality of life, and patient satisfaction. By allowing a shift from disease-specific factors to the patient perspective, PROs provide a tailored patient-centric approach to shared decision-making. Artificial intelligence (AI) and machine learning (ML) techniques can facilit...

Jun 18 2022 35722685
Using source data to aid and build variational state-space autoencoders with sparse target data for process monitoring.

In industrial processes, different operating conditions and ratios of ingredients are used to produce multi-grade products in the same production line...

Jun 18 2022 35964435
A Synopsis of Artificial Intelligence and its Applications in Surgery.

Artificial intelligence (AI) has made steady in-roads into the healthcare scenario over the last decade. While widespread adoption into clinical pract...

Jun 17 2022 35713389
Intraoperative workload during robotic radical prostatectomy: Comparison between multi-port da Vinci Xi and single port da Vinci SP robots.

The goal of this study was to quantify and compare prospective self-reported intraoperative workload and teamwork during robot-assisted radical prosta...

Jun 17 2022 35724472
Sensing, Actuating, and Interacting Through Passive Body Dynamics: A Framework for Soft Robotic Hand Design.

Robotic hands have long strived to reach the performance of human hands. The physical complexity and extraordinary capabilities of the human hand, in ...

Jun 16 2022 35708594
Outcomes of totally robotic single-anastomosis duodenal-ileal bypass with sleeve gastrectomy: A large single-centre series.

BACKGROUND: In recent years, the robot surgical system begins to be applied in single-anastomosis duodenal-ileal bypass with sleeve gastrectomy (SADI-...

Jun 16 2022 35718613
Proficiency-based progression training for robotic surgery skills training: a randomized clinical trial.

OBJECTIVE: To determine whether proficiency-based progression (PBP) training leads to better robotic surgical performance compared to traditional trai...

Jun 16 2022 37382230
Local recurrence of robot-assisted total mesorectal excision: a multicentre cohort study evaluating the initial cases.

PURPOSE: Evidence regarding local recurrence rates in the initial cases after implementation of robot-assisted total mesorectal excision is limited. T...

Jun 16 2022 35708836
Robotic Cochlear Implantation for Direct Cochlear Access.

Robot-assisted systems offer great potential for gentler and more precise cochlear implantation. In this article, we provide a comprehensive overview ...

Jun 16 2022 35786698
Application Effect of Robot-Assisted Laparoscopy in Hepatectomy for Colorectal Cancer Patients with Liver Metastases.

OBJECTIVE: Application effect of Leonardo's robot-assisted laparoscopy in hepatectomy for colorectal cancer patients with liver metastases.

Jun 16 2022 35756424
Development of a Fully Automated Method to Obtain Reproducible Lymphocyte Counts in Patients With Colorectal Cancer.

Colorectal cancer (CRC) is the third most common cancer worldwide. Although clinical outcome varies among patients diagnosed within the same TNM stage...

Jun 15 2022 35703148
An examination of machine learning to map non-preference based patient reported outcome measures to health state utility values.

Non-preference-based patient-reported outcome measures (PROMs) are popular in health outcomes research. These measures, however, cannot be used to est...

Jun 15 2022 35704682
Factors influencing warm ischemia time in robot-assisted partial nephrectomy change depending on the surgeon's experience.

INTRODUCTION: Warm ischemia time (WIT) is a primary concern for robot-assisted laparoscopic partial nephrectomy (RALPN) patients because longer WIT is...

Jun 15 2022 35701769
Towards interpretable, medically grounded, EMR-based risk prediction models.

Machine-learning based risk prediction models have the potential to improve patient outcomes by assessing risk more accurately than clinicians. Signif...

Jun 15 2022 35705550
Comparison of robot-assisted sleeve gastrectomy outcomes in multiple staple line treatment modalities from 2015 to 2019: a 5-year propensity score-adjusted MBSAQIP® analysis.

BACKGROUND: Robot-assisted sleeve gastrectomy (RSG) is an increasingly common approach to sleeve gastrectomy (SG). Staple line reinforcement (SLR) is ...

Jun 14 2022 35701675
Value of robotic surgery simulation for training surgical residents and attendings: a systematic review protocol.

INTRODUCTION: Robotic surgery is a method of minimally invasive surgery performed through small incisions using a remote robotic console. Surgical res...

Jun 14 2022 35701063
Spinning-enabled wireless amphibious origami millirobot.

Wireless millimeter-scale origami robots have recently been explored with great potential for biomedical applications. Existing millimeter-scale origa...

Jun 14 2022 35701405
The learning curve of laparoscopic, robot-assisted and transanal total mesorectal excisions: a systematic review.

BACKGROUND: The standard treatment of rectal carcinoma is surgical resection according to the total mesorectal excision principle, either by open, lap...

Jun 13 2022 35697853
Can a flexible surgical robot be used in the pediatric population: A feasibility study.

OBJECTIVES: Transoral robotic surgery in adults confers excellent results and decreased morbidity. Application of these techniques has not yet been ri...

Jun 13 2022 35759915
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