AIMC Topic: Neural Networks, Computer

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ChronoMID-Cross-modal neural networks for 3-D temporal medical imaging data.

PloS one Feb 21, 2020
ChronoMID-neural networks for temporally-varying, hence Chrono, Medical Imaging Data-makes the novel application of cross-modal convolutional neural networks (X-CNNs) to the medical domain. In this paper, we present multiple approaches for incorporat...
Bone Remodeling X-Ray Microtomography Models, Theoretical Mice, Inbred C57BL Data Interpretation, Statistical Neural Networks, Computer Machine Learning Deep Learning Imaging, Three-Dimensional Mice Female Animals Spatio-Temporal Analysis
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A comprehensive study on the multi-class cervical cancer diagnostic prediction on pap smear images using a fusion-based decision from ensemble deep convolutional neural network.

Tissue & cell Feb 20, 2020
The diagnosis of cervical dysplasia, carcinoma in situ and confirmed carcinoma cases is more easily perceived by commercially available and current research-based decision support systems when the scenario of pathologists to patient ratio is small. T...
Neural Networks, Computer Algorithms Female Uterine Cervical Neoplasms Deep Learning ROC Curve Humans Papanicolaou Test Models, Biological Image Processing, Computer-Assisted Databases as Topic Area Under Curve
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Using isotopic envelopes and neural decision tree-based in silico fractionation for biomolecule classification.

Analytica chimica acta Feb 20, 2020
Untargeted mass spectrometry (MS) workflows are more suitable than targeted workflows for high throughput characterization of complex biological samples. However, analysis workflows for untargeted methods are inadequate for characterization of comple...
Computer Simulation Peptides Mass Spectrometry Lipids Decision Trees Neural Networks, Computer
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Same same but different: A Web-based deep learning application revealed classifying features for the histopathologic distinction of cortical malformations.

Epilepsia Feb 20, 2020
OBJECTIVE: The microscopic review of hematoxylin-eosin-stained images of focal cortical dysplasia type IIb and cortical tuber of tuberous sclerosis complex remains challenging. Both entities are distinct subtypes of human malformations of cortical de...
Area Under Curve Epilepsy Internet Diagnosis, Computer-Assisted Deep Learning ROC Curve Humans Malformations of Cortical Development, Group I Neural Networks, Computer Neuropathology Algorithms Tuberous Sclerosis Reproducibility of Results Neurons Cerebral Cortex Proof of Concept Study
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Standing-Posture Recognition in Human-Robot Collaboration Based on Deep Learning and the Dempster-Shafer Evidence Theory.

Sensors (Basel, Switzerland) Feb 20, 2020
During human-robot collaborations (HRC), robot systems must accurately perceive the actions and intentions of humans. The present study proposes the classification of standing postures from standing-pressure images, by which a robot system can predic...
Robotics Machine Learning Algorithms Deep Learning Humans Neural Networks, Computer
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Anti-Inflammatory Activity of Sanjie Zhentong Capsule Assessed By Network Pharmacology Analysis of Adenomyosis Treatment.

Drug design, development and therapy Feb 20, 2020
BACKGROUND: Sanjie Zhentong capsule (SZC) offers excellent effect in treating adenomyosis (AM), which is a common and difficult gynecological disease in the clinic. However, the systematic analysis of its mechanism has not been carried out yet and fu...
Adenomyosis Nitric Oxide Capsules Cell Survival RAW 264.7 Cells Cytokines Drugs, Chinese Herbal Medicine, Chinese Traditional Neural Networks, Computer Databases, Pharmaceutical Animals Lipopolysaccharides Anti-Inflammatory Agents Cells, Cultured Mice
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A Classification Method of Oracle Materials Based on Local Convolutional Neural Network Framework.

IEEE computer graphics and applications Feb 20, 2020
The classification of materials of oracle bone is one of the most basic aspects for oracle bone morphology. However, the classification method depending on experts' experience requires long-term learning and accumulation for professional knowledge. T...
Neural Networks, Computer Algorithms Bone and Bones Spirituality History, Ancient Animals China Image Processing, Computer-Assisted Animal Shells Art
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Modeling and optimization of imidacloprid degradation by catalytic percarbonate oxidation using artificial neural network and Box-Behnken experimental design.

Chemosphere Feb 19, 2020
Due to its toxicity and persistence, pesticide pollution poses a serious threat to human health and the environment. Imidacloprid or IMD is an archetypal neonicotinoid insecticide commonly used to protect a variety of crops worldwide. The present stu...
Nitro Compounds Carbonates Models, Chemical Oxidants Neonicotinoids Research Design Oxidation-Reduction Catalysis Neural Networks, Computer
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Automatic detection and classification of protruding lesions in wireless capsule endoscopy images based on a deep convolutional neural network.

Gastrointestinal endoscopy Feb 19, 2020
BACKGROUND AND AIMS: Protruding lesions of the small bowel vary in wireless capsule endoscopy (WCE) images, and their automatic detection may be difficult. We aimed to develop and test a deep learning-based system to automatically detect protruding l...
Neural Networks, Computer Capsule Endoscopy Deep Learning Intestine, Small ROC Curve Humans
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Synchronization of complex networks with time-varying delay of unknown bound via delayed impulsive control.

Neural networks : the official journal of the International Neural Network Society Feb 19, 2020
The synchronization problem for complex networks with time-varying delays of unknown bound is investigated in this paper. From the impulsive control point of view, a novel delayed impulsive differential inequality is proposed, where the bounds of tim...
Neural Networks, Computer Time Factors
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