AIMC Topic: Feasibility Studies
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Chip-on-tip endoscope incorporating a soft robotic pneumatic bending microactuator.
Biomedical microdevices
Aug 13, 2018
In the ever advancing field of minimally invasive surgery, flexible instruments with local degrees of freedom are needed to navigate through the intricate topologies of the human body. Although cable or concentric tube driven solutions have proven th...
Automated Gleason grading of prostate cancer tissue microarrays via deep learning.
Scientific reports
Aug 13, 2018
The Gleason grading system remains the most powerful prognostic predictor for patients with prostate cancer since the 1960s. Its application requires highly-trained pathologists, is tedious and yet suffers from limited inter-pathologist reproducibili...
PCA and deep learning based myoelectric grasping control of a prosthetic hand.
Biomedical engineering online
Aug 6, 2018
BACKGROUND: For the functional control of prosthetic hand, it is insufficient to obtain only the motion pattern information. As far as practicality is concerned, the control of the prosthetic hand force is indispensable. The application value of pros...
Detection of Talking in Respiratory Signals: A Feasibility Study Using Machine Learning and Wearable Textile-Based Sensors.
Sensors (Basel, Switzerland)
Jul 31, 2018
Social isolation and loneliness are major health concerns in young and older people. Traditional approaches to monitor the level of social interaction rely on self-reports. The goal of this study was to investigate if wearable textile-based sensors c...
Artificial intelligence outperforms experienced nephrologists to assess dry weight in pediatric patients on chronic hemodialysis.
Pediatric nephrology (Berlin, Germany)
Jul 9, 2018
BACKGROUND: Dry weight is the lowest weight patients on hemodialysis can tolerate; correct dry weight estimation is necessary to minimize morbi-mortality, but is difficult to achieve. Here, we used artificial intelligence to improve the accuracy of d...
Decision Making, Computer-Assisted
Body Weight
Body Fluids
Nephrologists
Blood Volume
Child
Hypertension
Blood Pressure Determination
Body Mass Index
Antihypertensive Agents
Kidney Failure, Chronic
Feasibility Studies
Dose-Response Relationship, Drug
Blood Pressure
Female
Male
Renal Dialysis
Adolescent
Humans
Neural Networks, Computer
Using a deep learning network to recognise low back pain in static standing.
Ergonomics
Jul 3, 2018
Low back pain (LBP) remains one of the most prevalent musculoskeletal disorders, while algorithms that able to recognise LBP patients from healthy population using balance performance data are rarely seen. In this study, human balance and body sway p...
Deep Learning Localizes and Identifies Polyps in Real Time With 96% Accuracy in Screening Colonoscopy.
Gastroenterology
Jun 18, 2018
BACKGROUND & AIMS: The benefit of colonoscopy for colorectal cancer prevention depends on the adenoma detection rate (ADR). The ADR should reflect the adenoma prevalence rate, which is estimated to be higher than 50% in the screening-age population. ...
Feasibility Studies
Humans
Colonic Polyps
Neural Networks, Computer
ROC Curve
Prognosis
Observer Variation
Video Recording
Colorectal Neoplasms
Early Detection of Cancer
Machine Learning
Reproducibility of Results
Image Interpretation, Computer-Assisted
Adenomatous Polyps
Colonoscopy
Predictive Value of Tests
Diagnosis, Computer-Assisted
Area Under Curve
Is Robotic Complete Mesocolic Excision Feasible for Transverse Colon Cancer?
Journal of laparoendoscopic & advanced surgical techniques. Part A
Jun 7, 2018
Laparoscopic complete mesocolic excision (CME) for transverse colon cancer is technically challenging. Robotic technology has been developed to reduce technical limitations of laparoscopy. Yet, no data are available on the role of robotic approach f...
Reliability, validity, and clinical feasibility of a rapid and objective assessment of post-stroke deficits in hand proprioception.
Journal of neuroengineering and rehabilitation
Jun 7, 2018
BACKGROUND: Proprioceptive function can be affected after neurological injuries such as stroke. Severe and persistent proprioceptive impairments may be associated with a poor functional recovery after stroke. To better understand their role in the re...
Robot-assisted transvesical partial prostatectomy using a purpose-built single-port robotic system.
BJU international
May 25, 2018
OBJECTIVES: To evaluate the feasibility of robot-assisted single-port (SP) transvesical partial prostatectomy (TVPP) using a novel purpose-built SP surgical platform in a pre-clinical model.
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