AIMC Topic: User-Computer Interface
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Deep learning-based histopathological segmentation for whole slide images of colorectal cancer in a compressed domain.
Scientific reports
Nov 18, 2021
Automatic pattern recognition using deep learning techniques has become increasingly important. Unfortunately, due to limited system memory, general preprocessing methods for high-resolution images in the spatial domain can lose important data inform...
Humans
Neural Networks, Computer
Machine Learning
Software
Predictive Value of Tests
Principal Component Analysis
Probability
Wavelet Analysis
Computer Graphics
Colorectal Neoplasms
User-Computer Interface
Algorithms
Computers
Deep Learning
Image Processing, Computer-Assisted
Reproducibility of Results
Sensing small interaction forces through proprioception.
Scientific reports
Nov 8, 2021
Understanding the human motor control strategy during physical interaction tasks is crucial for developing future robots for physical human-robot interaction (pHRI). In physical human-human interaction (pHHI), small interaction forces are known to co...
Machine Learning Assisted Approach for Finding Novel High Activity Agonists of Human Ectopic Olfactory Receptors.
International journal of molecular sciences
Oct 26, 2021
Olfactory receptors (ORs) constitute the largest superfamily of G protein-coupled receptors (GPCRs). ORs are involved in sensing odorants as well as in other ectopic roles in non-nasal tissues. Matching of an enormous number of the olfactory stimulat...
Prediction of Anti-Glioblastoma Drug-Decorated Nanoparticle Delivery Systems Using Molecular Descriptors and Machine Learning.
International journal of molecular sciences
Oct 26, 2021
The theoretical prediction of drug-decorated nanoparticles (DDNPs) has become a very important task in medical applications. For the current paper, Perturbation Theory Machine Learning (PTML) models were built to predict the probability of different ...
A toolkit for haptic force feedback in a telerobotic ultrasound system.
BMC research notes
Oct 24, 2021
OBJECTIVE: To develop a collision engine (haptic force feedback simulator) compatible with a 5-degrees-of-freedom (DOF) haptic wand. This has broad applications such as telerobotic ultrasound systems. Integrating force feedback into systems is critic...
miRbiom: Machine-learning on Bayesian causal nets of RBP-miRNA interactions successfully predicts miRNA profiles.
PloS one
Oct 12, 2021
Formation of mature miRNAs and their expression is a highly controlled process. It is very much dependent upon the post-transcriptional regulatory events. Recent findings suggest that several RNA binding proteins beyond Drosha/Dicer are involved in t...
MedFuseNet: An attention-based multimodal deep learning model for visual question answering in the medical domain.
Scientific reports
Oct 6, 2021
Medical images are difficult to comprehend for a person without expertise. The scarcity of medical practitioners across the globe often face the issue of physical and mental fatigue due to the high number of cases, inducing human errors during the di...
Effective and natural human-robot interaction requires multidisciplinary research.
Science robotics
Sep 29, 2021
This special issue highlights the interdisciplinary nature of the research we conduct toward the development of HRI.
By the time we build robots that care for us, will we be able to care for them?
Science robotics
Sep 29, 2021
by Kazuo Ishiguro is reviewed.
Comparison of Display Modality and Human-in-the-Loop Presence for On-Orbit Inspection of Spacecraft.
Human factors
Sep 24, 2021
OBJECTIVE: To investigate the impact of interface display modalities and human-in-the-loop presence on the awareness, workload, performance, and user strategies of humans interacting with teleoperated robotic systems while conducting inspection tasks...
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