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A hybrid technique for speech segregation and classification using a sophisticated deep neural network.

PloS one Mar 20, 2018
Recent research on speech segregation and music fingerprinting has led to improvements in speech segregation and music identification algorithms. Speech and music segregation generally involves the identification of music followed by speech segregati...
Speech Recognition Software Neural Networks, Computer Humans Algorithms Databases, Factual
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Detection of Pathological Voice Using Cepstrum Vectors: A Deep Learning Approach.

Journal of voice : official journal of the Voice Foundation Mar 19, 2018
OBJECTIVES: Computerized detection of voice disorders has attracted considerable academic and clinical interest in the hope of providing an effective screening method for voice diseases before endoscopic confirmation. This study proposes a deep-learn...
Deep Learning Pilot Projects Support Vector Machine Middle Aged Diagnosis, Computer-Assisted Sound Spectrography Speech Acoustics Vocal Cords Predictive Value of Tests Signal Processing, Computer-Assisted Acoustics Aged Aged, 80 and over Young Adult Adult Male Retrospective Studies Female Reproducibility of Results Humans Dysphonia Speech Production Measurement Voice Quality
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Flexible robotic catheters in the visceral segment of the aorta: advantages and limitations.

The Journal of cardiovascular surgery Mar 19, 2018
Flexible robotic catheters are an emerging technology which provide an elegant solution to the challenges of conventional endovascular intervention. Originally developed for interventional cardiology and electrophysiology procedures, remotely steerab...
Pliability Vascular Access Devices Aorta Aortic Diseases Treatment Outcome Catheterization, Peripheral Robotics Humans Equipment Design Animals Radiography, Interventional Endovascular Procedures
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Automatic Semantic Segmentation of Brain Gliomas from MRI Images Using a Deep Cascaded Neural Network.

Journal of healthcare engineering Mar 19, 2018
Brain tumors can appear anywhere in the brain and have vastly different sizes and morphology. Additionally, these tumors are often diffused and poorly contrasted. Consequently, the segmentation of brain tumor and intratumor subregions using magnetic ...
Magnetic Resonance Imaging Algorithms Image Interpretation, Computer-Assisted Brain Neoplasms Humans Glioma Neural Networks, Computer
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A Deep Belief Network and Dempster-Shafer-Based Multiclassifier for the Pathology Stage of Prostate Cancer.

Journal of healthcare engineering Mar 19, 2018
OBJECT: Pathologic prediction of prostate cancer can be made by predicting the patient's prostate metastasis prior to surgery based on biopsy information. Because biopsy variables associated with pathology have uncertainty regarding individual patien...
Neoplasm Staging Prostate-Specific Antigen Neoplasm Grading Deep Learning Prostatic Neoplasms Humans Male Prostate Diagnosis, Computer-Assisted Biopsy
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Pilot study of Society of European Robotic Gynecological Surgery (SERGS) curriculum for robot-assisted surgery.

Archives of gynecology and obstetrics Mar 17, 2018
Humans Robotic Surgical Procedures Female Curriculum Pilot Projects Gynecologic Surgical Procedures Robotics
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The convergence analysis of SpikeProp algorithm with smoothing L regularization.

Neural networks : the official journal of the International Neural Network Society Mar 16, 2018
Unlike the first and the second generation artificial neural networks, spiking neural networks (SNNs) model the human brain by incorporating not only synaptic state but also a temporal component into their operating model. However, their intrinsic pr...
Algorithms Humans Statistics as Topic Female Neural Networks, Computer Breast Neoplasms
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Re: Impact of Suboptimal Neoadjuvant Chemotherapy on Peri-Operative Outcomes and Survival after Robot-Assisted Radical Cystectomy: A Multicentre Multinational Study.

The Journal of urology Mar 16, 2018
Robotic Surgical Procedures Cystectomy Neoadjuvant Therapy Urinary Bladder Neoplasms Robotics Humans
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Re: Robot-Assisted Vasovasostomy Using a Single Layer Anastomosis.

The Journal of urology Mar 16, 2018
Humans Male Robotics Vasovasostomy Microsurgery Anastomosis, Surgical
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A survey of recently emerged genome-wide computational enhancer predictor tools.

Computational biology and chemistry Mar 16, 2018
The race for the discovery of enhancers at a genome-wide scale has been on since the commencement of next generation sequencing decades after the discovery of the first enhancer, SV40. A few enhancer-predicting features such as chromatin feature, his...
Enhancer Elements, Genetic Humans Machine Learning
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