AIMC Topic: Rotation
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Differential diagnosis of ameloblastoma and odontogenic keratocyst by machine learning of panoramic radiographs.
International journal of computer assisted radiology and surgery
Feb 6, 2021
PURPOSE: The differentiation of the ameloblastoma and odontogenic keratocyst directly affects the formulation of surgical plans, while the results of differential diagnosis by imaging alone are not satisfactory. This paper aimed to propose an algorit...
Hierarchical, rotation-equivariant neural networks to select structural models of protein complexes.
Proteins
Dec 31, 2020
Predicting the structure of multi-protein complexes is a grand challenge in biochemistry, with major implications for basic science and drug discovery. Computational structure prediction methods generally leverage predefined structural features to di...
Myoelectric digit action decoding with multi-output, multi-class classification: an offline analysis.
Scientific reports
Oct 9, 2020
The ultimate goal of machine learning-based myoelectric control is simultaneous and independent control of multiple degrees of freedom (DOFs), including wrist and digit artificial joints. For prosthetic finger control, regression-based methods are ty...
Decentralized convolutional neural network for evaluating spinal deformity with spinopelvic parameters.
Computer methods and programs in biomedicine
Aug 9, 2020
Low back pain which is caused by the abnormal spinal alignment is one of the most common musculoskeletal symptom and, consequently, is the reason for not only reduction of productivity but also personal suffering. In clinical diagnosis for this disea...
A Self-Powered Angle Sensor at Nanoradian-Resolution for Robotic Arms and Personalized Medicare.
Advanced materials (Deerfield Beach, Fla.)
Jun 30, 2020
As the dominant component for precise motion measurement, angle sensors play a vital role in robotics, machine control, and personalized rehabilitation. Various forms of angle sensors have been developed and optimized over the past decades, but none ...
Ionic Liquid-Based Ultrasonic-Assisted Extraction Coupled with HPLC and Artificial Neural Network Analysis for .
Molecules (Basel, Switzerland)
Mar 13, 2020
is widely used in traditional Chinese medicine (TCM). Ganoderic acid A and D are the main bioactive components with anticancer effects in . To obtain the maximum content of two compounds from , a novel extraction method, an ionic liquid-based ultras...
Visual Servoed Robotic Mouse Oocyte Rotation.
IEEE transactions on bio-medical engineering
Dec 23, 2019
UNLABELLED: Both injection and biopsy of a mammalian cell require positioning and orientation of a biological cell in a three-dimensional space under a microscope. Manual cell manipulation and orientation is the most commonly used method that is base...
Leaving hip rotation out of a conventional 3D gait model improves discrimination of pathological gait in cerebral palsy: A novel neural network analysis.
Gait & posture
Feb 19, 2019
BACKGROUND: Complex clinical gait analysis results can be expressed as single number gait deviations by applying multivariate processing methods. The original Movement Deviation Profile (MDP) quantifies the deviation of abnormal gait using the most t...
Patient 3D body pose estimation from pressure imaging.
International journal of computer assisted radiology and surgery
Dec 14, 2018
PURPOSE: In-bed motion monitoring has become of great interest for a variety of clinical applications. Image-based approaches could be seen as a natural non-intrusive approach for this purpose; however, video devices require special challenging setti...
Robotic hip joint testing: Development and experimental protocols.
Medical engineering & physics
Nov 9, 2018
The use of robotic systems combined with force sensing is emerging as the gold standard for in vitro biomechanical joint testing, due to the advantage of controlling all six degrees of freedom independently of one another. This paper describes a nove...
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