Surgery

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

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Impact of Surgeon-Controlled Suction During Robotic Prostatectomy to Reduce Dependence on Bedside Assistance.

Suction during robotic surgery has traditionally been performed by a bedside assistant. Adequately skilled assistants are not always available. We assessed a purpose-designed robotic surgeon-controlled suction catheter for efficiency and safety by comparing with historic cases of suction controlled by a dedicated bedside assistant using standard rigid laparoscopic suction. Beginning in February ...

Apr 13 2021 33619992

Experience with 10 years of a robotic surgery program at an Academic Medical Center.

BACKGROUND: Few studies have examined robotic surgery from a programmatic standpoint, yet this is how hospitals evaluate return on investment clinically and fiscally. This study examines the 10-year experience of a robotic program at a single academic institution.

Apr 12 2021 33844089
Deep learning assistance increases the detection sensitivity of radiologists for secondary intracranial aneurysms in subarachnoid hemorrhage.

PURPOSE: To evaluate whether a deep learning model (DLM) could increase the detection sensitivity of radiologists for intracranial aneurysms on CT ang...

Apr 10 2021 33837806
Machine Learning and Surgical Outcomes Prediction: A Systematic Review.

BACKGROUND: Machine learning (ML) has garnered increasing attention as a means to quantitatively analyze the growing and complex medical data to impro...

Apr 10 2021 33848833
Non-Technical Skill Assessment and Mental Load Evaluation in Robot-Assisted Minimally Invasive Surgery.

Sensor technologies and data collection practices are changing and improving quality metrics across various domains. Surgical skill assessment in Rob...

Apr 10 2021 33920087
Robot-assisted transthoracic first rib resection for venous thoracic outlet syndrome.

BACKGROUND: Venous thoracic outlet syndrome (vTOS) is caused by external compression of the subclavian vein at the costoclavicular junction. It can be...

Apr 9 2021 33832359
Evaluation of the learning curve of robot-assisted laparoscopic ventral mesh rectopexy.

BACKGROUND: The current standard treatment for external rectal prolapse and symptomatic high-grade internal rectal prolapse is surgical correction wit...

Apr 9 2021 33835255
Comparison of Perioperative, Oncological, and Functional Outcomes of Three-Dimensional Versus Robot-Assisted Laparoscopic Radical Prostatectomy: A Preliminary Study.

Radical prostatectomy (RP) is the first-line treatment modality for prostate cancer and can be performed using retropubic or minimally invasive techn...

Apr 9 2021 33835873
The Value of Surgical Data-Impact on the Future of the Surgical Field.

The combination of computing power, connectivity, and big data has been touted as the future of innovation in many fields, including medicine. There h...

Apr 8 2021 33830831
Predicting the clinical management of skin lesions using deep learning.

Automated machine learning approaches to skin lesion diagnosis from images are approaching dermatologist-level performance. However, current machine l...

Apr 8 2021 33833293
3D Face Point Cloud Reconstruction and Recognition Using Depth Sensor.

Facial recognition has attracted more and more attention since the rapid growth of artificial intelligence (AI) techniques in recent years. However, m...

Apr 7 2021 33917034
Deep learning-based automatic surgical step recognition in intraoperative videos for transanal total mesorectal excision.

BACKGROUND: Dividing a surgical procedure into a sequence of identifiable and meaningful steps facilitates intraoperative video data acquisition and s...

Apr 6 2021 33825016
Fall Detection With UWB Radars and CNN-LSTM Architecture.

Fall detection is a major challenge for researchers. Indeed, a fall can cause injuries such as femoral neck fracture, brain hemorrhage, or skin burns,...

Apr 6 2021 33017299
Understanding risk factors for postoperative mortality in neonates based on explainable machine learning technology.

PURPOSE: We aimed to introduce an explainable machine learning technology to help clinicians understand the risk factors for neonatal postoperative mo...

Apr 5 2021 33863558
Initial Experience with Single-Port Robot-Assisted Radical Cystectomy: Comparison of Perioperative Outcomes Between Single-Port and Conventional Multiport Approaches.

The surgical techniques and devices used to perform radical cystectomy have evolved significantly with the advent of laparoscopic and robotic methods...

Apr 5 2021 33677991
Applying Machine Learning Across Sites: External Validation of a Surgical Site Infection Detection Algorithm.

BACKGROUND: Surgical complications have tremendous consequences and costs. Complication detection is important for quality improvement, but traditiona...

Apr 5 2021 33831539
Diagnostic Accuracy and Failure Mode Analysis of a Deep Learning Algorithm for the Detection of Intracranial Hemorrhage.

OBJECTIVE: To determine the institutional diagnostic accuracy of an artificial intelligence (AI) decision support systems (DSS), Aidoc, in diagnosing ...

Apr 3 2021 33819478
A Review of Robotic and OCT-Aided Systems for Vitreoretinal Surgery.

The introduction of the intraocular vitrectomy instrument by Machemer et al. has led to remarkable advancements in vitreoretinal surgery enabling the ...

Apr 3 2021 33813718
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