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Clinical Application of Three-Dimensional Printing Technology in Craniofacial Plastic Surgery
2015
Archives of Plastic Surgery
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using 3D printing tactile prototype models. ...
Rapid prototype technology was introduced in the 1990s to medicine via computer-aided design, computer-aided manufacturing. ...
Rapid prototype technology was introduced in the 1990s to medicine via computer-aided design, computer-aided manufacturing. ...
doi:10.5999/aps.2015.42.3.267
pmid:26015880
pmcid:PMC4439584
fatcat:ecva3lpylna4xpyh4grk6sjzyu
Robust recognition and exploratory analysis of crystal structures via Bayesian deep learning
[article]
2021
arXiv
pre-print
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As a major step forward, ARISE is robust to structural noise and can treat more than 100 crystal structures, a number that can be extended on demand. ...
Here, we introduce ARISE, a crystal-structure identification method based on Bayesian deep learning. ...
probabilities of expected prototypes and mutual information for a slice through the center of the structure. j 3D-resolved detection of the precipitate via the L1 2 classification probability for the ...
arXiv:2103.09777v4
fatcat:5hteiqngejep5glmv47gd7gbs4
Modular Self-Reconfigurable Robotic Systems: A Survey on Hardware Architectures
2017
Journal of Robotics
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This paper attempts to simplify the comparison of various hardware prototypes by providing a brief study on hardware architectures of modular robots capable of self-healing and reconfiguration along with ...
The researchers in robotics domain identified various applications and prototyped numerous robotic models while addressing constraints such as homogeneity, reconfigurability, form factor, and power consumption ...
[2, 3] suggested two classifications of modular robotic systems: classification based on structures formed by MSRR and classification based on reconfiguration strategies. ...
doi:10.1155/2017/5013532
fatcat:kkl3ldvhdjhl7gn4ssfz4mf4va
Review, Analysis, and Classification of 3D Printing Literature: Types of Research and Technology Benefits
2019
International Journal of Advanced Engineering Research and Science
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This paper presents a review, analysis and classification about 3D printing. ...
And finally, the number of citations related to the benefits of 3D printing are greater than the number of citations on the negative points of the process. ...
Shrinkage compensation of holes via shrinkage of interior structure in FDM process. ...
doi:10.22161/ijaers.6.6.18
fatcat:aj2wfw46pndddexscenxyjevgy
Implementation of multiple-instance learning in drug activity prediction
2012
BMC Bioinformatics
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The implementation requires instance-based embedding, and joint feature selection and classification. ...
To validate the ability of the proposed approach to find bioactive conformers, 12 small molecules with co-crystallized structures were seeded in one data set. 10 out of 12 co-crystallized structures were ...
Identified conformers can be used in various drug discovery approaches such as scaffold hopping, target fishing, and 3D structural alignment for 3D quantitative structure-activity relationship (QSAR) studies ...
doi:10.1186/1471-2105-13-s15-s3
pmid:23046442
pmcid:PMC3439725
fatcat:6ktstgpa2ngo7ajezju5rj4jqi
Few-shot learning for classification of novel macromolecular structures in cryo-electron tomograms
2020
PLoS Computational Biology
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Subtomogram structural classification is an essential step for such task. ...
With our approach, classification of unseen structures in the training data can be conducted given few labeled samples in test data through instance embedding. ...
Firstly, each support sample is mapped into a task-agnostic embedding space through a 3D encoder and the prototype of each class is calculated. ...
doi:10.1371/journal.pcbi.1008227
pmid:33175839
fatcat:4zwm6iz7ijhr5ajtmj3bhf42zu
CryoDiscoveryTM: A Machine Learning Platform for Automated Cryo-electron Microscopy Particle Classification
2020
Microscopy and Microanalysis
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Images generated by cryo-EM are visually noisy, and each project can produce more than 100,000 images and take weeks to arrive at one viewable 3D structure. ...
Cryogenic electron microscopy (Cryo-EM) produces high-resolution 3D images at angstrom levels used by researchers across a broad range of fields including structural biology, life Science, materials science ...
These image processing steps (2D classification, 3D Init model and classification, & 3D Refinement) took only hours to complete with our system. ...
doi:10.1017/s1431927620021145
fatcat:anr7nomcizgdtd7blh2plyktqq
CryoDiscovery: a machine-learning platform for automated cryogenic electron microscopy class average selection
2020
Acta Crystallographica Section A: Foundations and Advances
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These image processing steps (2D classification, 3D Init model and classification, & 3D Refinement) took only hours to complete with our system. ...
Images generated by cryo-EM are visually noisy, and each project can produce more than 100,000 images and take weeks to arrive at one viewable 3D structure. ...
doi:10.1107/s010876732009892x
fatcat:gorfwf2dbvd23jzhebinymtqxy
Rapid Prototyping Applications In Various Field Of Engineering And Technology
2014
Zenodo
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In the product design and development process, the prototyping or model making is one of the important step to finalize a product which helps in conceptualization of a design. ...
Rapid Prototyping (RP) is layer-by-layer material deposition started during early 1980s with the enormous growth in Computer Aided Design and Manufacturing (CAD/CAM) technologies. ...
They also suggest that the inkjet printing technique could be extrapolated to building 3D structures in a layer-by-layer fashion. ...
doi:10.5281/zenodo.1091539
fatcat:r4nwlacfxrfivpvgdtrwmanos4
3D Printing Manufacturing Techniques, Materials, and Applications: An Overview
2021
Advances in Materials Science and Engineering
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3D printing, also called additive manufacturing (AM), is a method of creating 3D solid parts from a digital document. By utilizing additive routes, the fabrication of 3D-printed objects can be made. ...
or plastic for the occurrence of a milling machine. 3D printing authorizes creating multifarious profiles employing fewer materials than conventional fabrication systems. ...
Nonmetal 3D printing processes such as stereolithography and fused deposition modeling are utilized for the fast prototyping of components and producing installations and insides prepared via plastics, ...
doi:10.1155/2021/5756563
fatcat:yrmcrspt6vdyhhmliwv2hcqrmu
Representation of Similarity in Three-Dimensional Object Discrimination
1995
Neural Computation
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Thus, the 2D configuration recovered from the prototype
Similarity in 3D Object Discrimination 419
model data can support classification rate approaching that of the human subjects.
3.2.3 A Comparison ...
Pattern Classification and Scene Analysis. Wiley, New York.
Edelman, S. 1992. Class similarity and viewpoint invariance in the recognition of 3D objects. CS-TR 92-17, Weizmann Institute of Science. ...
doi:10.1162/neco.1995.7.2.408
pmid:8974734
fatcat:igqugxapardlfifqw6tfo3x5xq
Additive Manufacturing Technologies: An Overview about 3D Printing Methods and Future Prospects
2019
Complexity
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This paper will expand upon the structural design of the machines, their history, classification, the alternatives existing today, materials used and their characteristics, the technology limitations, ...
support to the Escuela Técnica Superior de Ingenieros Industriales of UNED, in the frame of the proyects ICF06-2018 and ICF08-2018, and to the Instituto Universitario de Educación a Distancia of the UNED, via ...
, that is, when 3D printing systems are used to measure out food and structure patients' diets. ...
doi:10.1155/2019/9656938
fatcat:kuaehfkqqzhodcj3rkltmxoxju
A hybrid method to trace technology evolution pathways: a case study of 3D printing
2017
Scientometrics
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We illustrate this hybrid approach with 3D printing, referring to various technologies and processes used to synthesize a three-dimensional object. ...
In this paper, we apply co-classification analysis to reveal the technical evolution process of a certain technical field, using co-word analysis to extract implicit or unknown patterns and topics, and ...
The CPC system is based on the IPC structure, considering also three classifications: The European Classification System (ECLA), the In Computer Only (ICO) code, and the U.S. ...
doi:10.1007/s11192-017-2271-8
fatcat:k67mz627f5bqhj5nl5zq2ej5au
BIM-Based Life Cycle Assessment of Buildings—An Investigation of Industry Practice and Needs
2021
Sustainability
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This study investigates the industry practice and needs for BIM–LCA, and if these are met through a prototype for the Danish context, using IFC and a 3D view. ...
The 3D view of the prototype met some of the needs, however, there were mixed responses on the use of IFC, due to different workflow needs in the companies. ...
Revit, Power-BI, and matching via classification codes. These are still under development, and have not been included in Figure 6 . ...
doi:10.3390/su13105455
fatcat:i7c24u64sjf3dohzgopi67fhqu
Adaptive color classification for structured light systems
2008
2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops
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The proposed 3D face scanner utilizes structured light techniques: A colored pattern is projected into the face of interest while a photo is taken. ...
For this purpose the color classification of the proposed system is made adaptive to the characteristics of the captured image to compensate for such distortions. ...
The classification of data point p i (a stripes' color) is then performed by calculating the distances d(p i , g c ) of that point p i to all the prototype lines g c , and assigning the color of the prototype ...
doi:10.1109/cvprw.2008.4563048
dblp:conf/cvpr/FechtelerE08
fatcat:hma7bgjdlbdi5ln4bzmgeptsga
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