Surgery

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

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Surgical skill levels: Classification and analysis using deep neural network model and motion signals.

BACKGROUND AND OBJECTIVES: Currently, the assessment of surgical skills relies primarily on the obse...

May 2019 31319938
Deep convolutional neural networks for tongue squamous cell carcinoma classification using Raman spectroscopy.

With deep convolutional neural networks and fiber optic Raman spectroscopy, this study presents a no...

May 2019 31082525
Image Thresholding Improves 3-Dimensional Convolutional Neural Network Diagnosis of Different Acute Brain Hemorrhages on Computed Tomography Scans.

Intracranial hemorrhage is a medical emergency that requires urgent diagnosis and immediate treatmen...

May 2019 31083289
Deep learning-based survival prediction of oral cancer patients.

The Cox proportional hazards model commonly used to evaluate prognostic variables in survival of can...

May 2019 31061433
Can machine learning predict resecability of a peritoneal carcinomatosis?

BACKGROUND: Approximately 20% of initially eligible patients in a HIPEC procedure eventually underwe...

May 2019 31196475
Prediction of hematoma expansion in spontaneous intracerebral hemorrhage using support vector machine.

BACKGROUND: Spontaneous intracerebral hemorrhage (ICH) is a devastating disease with high mortality ...

May 2019 31060901
Bottom-level motion control for robotic fish to swim in groups: modeling and experiments.

Moving in groups is an amazing spectacle of collective behaviour in fish and has attracted considera...

May 2019 30875698
Precise diagnosis of intracranial hemorrhage and subtypes using a three-dimensional joint convolutional and recurrent neural network.

OBJECTIVES: To evaluate the performance of a novel three-dimensional (3D) joint convolutional and re...

Apr 2019 31041565
Embolizing intracranial arteriovenous malformations with Onyx: experience at a single center with 250 patients.

The aim of this study is to evaluate the embolization techniques, as well as the effects and compli...

Apr 2019 34805845
Segmenting and classifying activities in robot-assisted surgery with recurrent neural networks.

PURPOSE: Automatically segmenting and classifying surgical activities is an important prerequisite t...

Apr 2019 31037493
Single position spinal surgery for the treatment of grade II spondylolisthesis: A technical note.

BACKGROUND AND IMPORTANCE: Minimally invasive transpsoas approach to treat lumbar spondylolisthesis ...

Apr 2019 31040034
A Haptic Shared-Control Architecture for Guided Multi-Target Robotic Grasping.

Although robotic telemanipulation has always been a key technology for the nuclear industry, little ...

Apr 2019 31034421
Development of a robotic walker for individuals with cerebral palsy.

This study describes the first use of a robotic walker in youth and young adults with cerebral pals...

Apr 2019 31012754
Using Surgeon Hand Motions to Predict Surgical Maneuvers.

OBJECTIVE: This study explores how common machine learning techniques can predict surgical maneuvers...

Apr 2019 31013463
Qualification of a chemotherapy-compounding robot.

KIRO® Oncology (Kiro Grifols, Spain) is a robotic system for automated compounding of sterile inject...

Apr 2019 30997871
Learning soft tissue behavior of organs for surgical navigation with convolutional neural networks.

PURPOSE: In surgical navigation, pre-operative organ models are presented to surgeons during the int...

Apr 2019 30993520
Rapid histology of laryngeal squamous cell carcinoma with deep-learning based stimulated Raman scattering microscopy.

Maximal resection of tumor while preserving the adjacent healthy tissue is particularly important fo...

Apr 2019 31131052
Active learning using deep Bayesian networks for surgical workflow analysis.

PURPOSE: For many applications in the field of computer-assisted surgery, such as providing the posi...

Apr 2019 30968355
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