Humans

Computer aided detection of ureteral stones in thin slice computed tomography volumes using Convolutional Neural Networks.

Computers in biology and medicine Apr 27, 2018

Computed tomography (CT) is the method of choice for diagnosing ureteral stones - kidney stones that obstruct the ureter. The purpose of this study is to develop a computer aided detection (CAD) algorithm for identifying a ureteral stone in thin slic...

Radiographic Image Interpretation, Computer-Assisted Supervised Machine Learning Ureteral Calculi Tomography, X-Ray Computed Humans Female Neural Networks, Computer Adult Algorithms Male Databases, Factual

View on PubMed DOI

Label-indicator morpheme growth on LSTM for Chinese healthcare question department classification.

Journal of biomedical informatics Apr 27, 2018

BACKGROUND: Current Chinese medicine has an urgent demand for convenient medical services. When facing a large number of patients, understanding patients' questions automatically and precisely is useful. Different from the high professional medical t...

Reproducibility of Results Communication Deep Learning China Natural Language Processing Physician-Patient Relations Workflow Medical Informatics Humans Neural Networks, Computer Delivery of Health Care Patient Participation Databases, Factual

View on PubMed DOI

Exploiting the potential of unlabeled endoscopic video data with self-supervised learning.

International journal of computer assisted radiology and surgery Apr 27, 2018

PURPOSE: Surgical data science is a new research field that aims to observe all aspects of the patient treatment process in order to provide the right assistance at the right time. Due to the breakthrough successes of deep learning-based solutions fo...

Algorithms Endoscopy Humans Supervised Machine Learning Video Recording Neural Networks, Computer

View on PubMed DOI

Deconvolution of subcellular protrusion heterogeneity and the underlying actin regulator dynamics from live cell imaging.

Nature communications Apr 27, 2018

Cell protrusion is morphodynamically heterogeneous at the subcellular level. However, the mechanism of cell protrusion has been understood based on the ensemble average of actin regulator dynamics. Here, we establish a computational framework called ...

Actin-Related Protein 2-3 Complex Microfilament Proteins Potoroidae Pseudopodia Vasodilator-Stimulated Phosphoprotein Actins Cell Adhesion Molecules Actin Cytoskeleton Intravital Microscopy Models, Biological Phosphoproteins Indoles Humans Machine Learning Software Cell Line, Tumor Cell Movement Cluster Analysis Cell Line Animals

View on PubMed DOI

Solution to Detect, Classify, and Report Illicit Online Marketing and Sales of Controlled Substances via Twitter: Using Machine Learning and Web Forensics to Combat Digital Opioid Access.

Journal of medical Internet research Apr 27, 2018

BACKGROUND: On December 6 and 7, 2017, the US Department of Health and Human Services (HHS) hosted its first Code-a-Thon event aimed at leveraging technology and data-driven solutions to help combat the opioid epidemic. The authors—an interdisciplina...

Humans Pharmaceutical Services, Online Marketing Prescription Drug Misuse Controlled Substances Machine Learning Social Media Internet Analgesics, Opioid

View on PubMed DOI

Control of Gene Regulatory Networks Using Bayesian Inverse Reinforcement Learning.

IEEE/ACM transactions on computational biology and bioinformatics Apr 26, 2018

Control of gene regulatory networks (GRNs) to shift gene expression from undesirable states to desirable ones has received much attention in recent years. Most of the existing methods assume that the cost of intervention at each state and time point,...

Gene Regulatory Networks Algorithms Computational Biology Bayes Theorem Wnt-5a Protein Humans Melanoma Models, Biological Gene Expression Regulation, Neoplastic Machine Learning Skin Neoplasms Tumor Suppressor Protein p53 Models, Genetic Software Gene Expression Profiling Proto-Oncogene Proteins c-mdm2

View on PubMed DOI

Drug Repositioning by Integrating Known Disease-Gene and Drug-Target Associations in a Semi-supervised Learning Model.

Acta biotheoretica Apr 26, 2018

Computational drug repositioning has been proven as a promising and efficient strategy for discovering new uses from existing drugs. To achieve this goal, a number of computational methods have been proposed, which are based on different data sources...

(1)

Area Under Curve Pharmaceutical Preparations Supervised Machine Learning Pharmacology Computational Biology Models, Statistical Drug Repositioning Drug Therapy Pharmacy Humans Software Reproducibility of Results

View on PubMed DOI

Retinal blood vessel segmentation using fully convolutional network with transfer learning.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Apr 26, 2018

Since the retinal blood vessel has been acknowledged as an indispensable element in both ophthalmological and cardiovascular disease diagnosis, the accurate segmentation of the retinal vessel tree has become the prerequisite step for automated or com...

Databases, Factual Deep Learning Image Processing, Computer-Assisted Retinal Vessels Humans Neural Networks, Computer

View on PubMed DOI

Automated pixel-wise brain tissue segmentation of diffusion-weighted images via machine learning.

NMR in biomedicine Apr 26, 2018

The diffusion-weighted (DW) MR signal sampled over a wide range of b-values potentially allows for tissue differentiation in terms of cellularity, microstructure, perfusion, and T relaxivity. This study aimed to implement a machine learning algorithm...

Brain Young Adult Adult Male Humans Machine Learning Support Vector Machine Automation Diffusion Magnetic Resonance Imaging Middle Aged ROC Curve Image Processing, Computer-Assisted

View on PubMed DOI

Natural Language Processing Accurately Calculates Adenoma and Sessile Serrated Polyp Detection Rates.

Digestive diseases and sciences Apr 26, 2018

BACKGROUND: ADR is a widely used colonoscopy quality indicator. Calculation of ADR is labor-intensive and cumbersome using current electronic medical databases. Natural language processing (NLP) is a method used to extract meaning from unstructured o...

Electronic Health Records Female Quality Indicators, Health Care Reproducibility of Results Automation Natural Language Processing Male Adenomatous Polyps Colonic Neoplasms Colonoscopy Humans Colonic Polyps Adenocarcinoma Early Detection of Cancer Predictive Value of Tests

View on PubMed DOI

Computer aided detection of ureteral stones in thin slice computed tomography volumes using Convolutional Neural Networks.

Label-indicator morpheme growth on LSTM for Chinese healthcare question department classification.

Exploiting the potential of unlabeled endoscopic video data with self-supervised learning.

Deconvolution of subcellular protrusion heterogeneity and the underlying actin regulator dynamics from live cell imaging.

Solution to Detect, Classify, and Report Illicit Online Marketing and Sales of Controlled Substances via Twitter: Using Machine Learning and Web Forensics to Combat Digital Opioid Access.

Control of Gene Regulatory Networks Using Bayesian Inverse Reinforcement Learning.

Drug Repositioning by Integrating Known Disease-Gene and Drug-Target Associations in a Semi-supervised Learning Model.

Retinal blood vessel segmentation using fully convolutional network with transfer learning.

Automated pixel-wise brain tissue segmentation of diffusion-weighted images via machine learning.

Natural Language Processing Accurately Calculates Adenoma and Sessile Serrated Polyp Detection Rates.

Popular Topics

Recent Journals

Humans

Don't Miss the Future of Medicine

Popular Topics

Recent Journals