Gastroenterology

GERD

Latest AI and machine learning research in gerd for healthcare professionals.

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Identification of differentially expressed genes associated with asthma in children based on the bioanalysis of the regulatory network.

Asthma, the most common chronic respiratory tract disease in children, is characterized by allergy, ...

Jun 2018 29956778
Deep learning and conditional random fields-based depth estimation and topographical reconstruction from conventional endoscopy.

Colorectal cancer is the fourth leading cause of cancer deaths worldwide and the second leading caus...

Jun 2018 29990688
Protein-Protein Interactions Prediction via Multimodal Deep Polynomial Network and Regularized Extreme Learning Machine.

Predicting the protein-protein interactions (PPIs) has played an important role in many applications...

Jun 2018 29994278
Unsupervised Reverse Domain Adaptation for Synthetic Medical Images via Adversarial Training.

To realize the full potential of deep learning for medical imaging, large annotated datasets are req...

Jun 2018 29993538
Neural networks for link prediction in realistic biomedical graphs: a multi-dimensional evaluation of graph embedding-based approaches.

BACKGROUND: Link prediction in biomedical graphs has several important applications including predic...

May 2018 29783926
Detecting and Locating Gastrointestinal Anomalies Using Deep Learning and Iterative Cluster Unification.

This paper proposes a novel methodology for automatic detection and localization of gastrointestinal...

May 2018 29994763
Automated classification of celiac disease during upper endoscopy: Status quo and quo vadis.

A large amount of digital image material is routinely captured during esophagogastroduodenoscopies b...

Apr 2018 29739614
Gene expression profiles reveal key genes for early diagnosis and treatment of adamantinomatous craniopharyngioma.

Adamantinomatous craniopharyngioma (ACP) is an aggressive brain tumor that occurs predominantly in t...

Apr 2018 29681617
Endocardial linear infarct exclusion technique for non-ischaemic functional mitral regurgitation caused by cardiac sarcoidosis: a case report.

INTRODUCTION: Damage to the posterior wall of the left ventricle (LV) can cause tethering mitral reg...

Apr 2018 31020126
Annotating activation/inhibition relationships to protein-protein interactions using gene ontology relations.

BACKGROUND: Signaling pathways can be reconstructed by identifying 'effect types' (i.e. activation/i...

Apr 2018 29671402
MTGO: PPI Network Analysis Via Topological and Functional Module Identification.

Protein-protein interaction (PPI) networks are viable tools to understand cell functions, disease ma...

Apr 2018 29615773
PCLPred: A Bioinformatics Method for Predicting Protein-Protein Interactions by Combining Relevance Vector Machine Model with Low-Rank Matrix Approximation.

Protein-protein interactions (PPI) are key to protein functions and regulations within the cell cycl...

Mar 2018 29596363
A hybrid model based on neural networks for biomedical relation extraction.

Biomedical relation extraction can automatically extract high-quality biomedical relations from biom...

Mar 2018 29601989
Completing sparse and disconnected protein-protein network by deep learning.

BACKGROUND: Protein-protein interaction (PPI) prediction remains a central task in systems biology t...

Mar 2018 29566671
Predicting protein complexes using a supervised learning method combined with local structural information.

The existing protein complex detection methods can be broadly divided into two categories: unsupervi...

Mar 2018 29554120
Support vector machine classifier for prediction of the metastasis of colorectal cancer.

Colorectal cancer (CRC) is one of the most common cancers and a major cause of mortality. The presen...

Jan 2018 29328363
Document triage for identifying protein-protein interactions affected by mutations: a neural network ensemble approach.

The precision medicine (PM) initiative promises to identify individualized treatment depending on a ...

Jan 2018 30295718
BioCreative VI Precision Medicine Track system performance is constrained by entity recognition and variations in corpus characteristics.

Precision medicine aims to provide personalized treatments based on individual patient profiles. One...

Jan 2018 30576491
Polyethylene Glycol for Small Bowel Capsule Endoscopy.

Capsule endoscopy has been the first-line examination for small bowel diseases, yet its diagnostic y...

Dec 2017 29445394
An algorithm for the classification of mRNA patterns in eosinophilic esophagitis: Integration of machine learning.

BACKGROUND: Diagnostic evaluation of eosinophilic esophagitis (EoE) remains difficult, particularly ...

Dec 2017 29273402
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