AIMC Topic: Proof of Concept Study
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Bio-Inspired Untethered Robot-Sensor Platform for Minimally Invasive Biomedical Sensing.
ACS applied materials & interfaces
Dec 5, 2023
Conventional catheter- or probe-based in vivo biomedical sensing is uncomfortable, inconvenient, and sometimes infeasible for long-term monitoring. Existing implantable sensors often require an invasive procedure for sensor placement. Untethered soft...
Soft robotics-inspired sensing system for detecting downward movement and pistoning in prosthetic sockets: A proof-of-concept study.
Prosthetics and orthotics international
Nov 29, 2023
BACKGROUND: Vertical displacement of the residual limb within transtibial prosthetic socket, often known as "pistoning" or downward movement, may lead to skin breakdowns and ulcers. Downward movement is particularly difficult to self-manage for diabe...
Machine Learning Facial Emotion Classifiers in Psychotherapy Research: A Proof-of-Concept Study.
Psychopathology
Nov 27, 2023
BACKGROUND: New advances in the field of machine learning make it possible to track facial emotional expression with high resolution, including micro-expressions. These advances have promising applications for psychotherapy research, since manual cod...
Artificial Intelligence-Aided Selection of Needle Pathways: Proof-of-Concept in Percutaneous Lung Biopsies.
Journal of vascular and interventional radiology : JVIR
Nov 24, 2023
PURPOSE: To evaluate the concordance between lung biopsy puncture pathways determined by artificial intelligence (AI) and those determined by expert physicians.
Dementia prediction in the general population using clinically accessible variables: a proof-of-concept study using machine learning. The AGES-Reykjavik study.
BMC medical informatics and decision making
Aug 28, 2023
BACKGROUND: Early identification of dementia is crucial for prompt intervention for high-risk individuals in the general population. External validation studies on prognostic models for dementia have highlighted the need for updated models. The use o...
Remote Blood Oxygen Estimation From Videos Using Neural Networks.
IEEE journal of biomedical and health informatics
Aug 7, 2023
Peripheral blood oxygen saturation (SpO ) is an essential indicator of respiratory functionality and received increasing attention during the COVID-19 pandemic. Clinical findings show that COVID-19 patients can have significantly low SpO before any ...
Machine learning to predict environmental dose rates from a radionuclide therapy service - a proof of concept study.
Journal of radiological protection : official journal of the Society for Radiological Protection
Jul 7, 2023
The Ionising Radiation Regulations 2017 requires prior risk assessment calculations and regular environmental monitoring of radiation doses. However, the accuracy of prior risk assessments is limited by assumptions and monitoring only provides retros...
An Image-Based Human-Robot Collision Avoidance Scheme: A Proof of Concept.
IISE transactions on occupational ergonomics and human factors
Jun 22, 2023
OCCUPATIONAL APPLICATIONSIn modern industrial plants, collisions between humans and robots pose a significant risk to occupational safety. To address this concern, we sought to devise a reliable system for human-robot collision avoidance system emplo...
Response predictor for pigment reduction after one session of photo-based therapy using convolutional neural network: A proof of concept study.
Photodermatology, photoimmunology & photomedicine
Jun 12, 2023
BACKGROUND: Identifying treatment responders after a single session of photo-based procedure for hyperpigmentary disorders may be difficult.
Deep learning analysis of endometrial histology as a promising tool to predict the chance of pregnancy after frozen embryo transfers.
Journal of assisted reproduction and genetics
Mar 2, 2023
PURPOSE: Endometrial histology on hematoxylin and eosin (H&E)-stained preparations provides information associated with receptivity. However, traditional histological examination by Noyes' dating method is of limited value as it is prone to subjectiv...
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