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Title: Disease-Treatment Relations in Short Texts
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Created at: Friday 06th of October 2017 02:46:24 PM
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Disease-Treatment Relations in Short Texts


INTRODUCTION OF DOMAIN

Data mining: is a process of extracting information from data ware houses or repositories.

Machine learning: it is a branch of artificial intelligence that is concerned with the design and development of algorithms that evolve behaviors based on empirical data

EXISTING METHODOLOGY

Existing system uses hidden markov models and maximum entropy models,
to perform both the task of entity recognit ....etc

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Title: a machine learning approach for identifying disease treatment relations in short tex
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SYNOPSIS:

The Machine Learning field has gained its thrust in almost any domain of research and just recently has become a reliable tool in the medical domain. The experiential domain of automatic learning is used in tasks such as medical decision support, medical imaging, protein-protein interaction, extraction of medical knowledge, and for overall patient management care. ML is envisioned as a tool by which computer-based systems can be integrated ....etc

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Title: a machine learning approach for identifying disease treatment relations in short tex
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Posted By: neha52
Created at: Thursday 17th of August 2017 06:53:30 AM
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Posted By: [email protected]
Created at: Thursday 05th of October 2017 03:26:27 AM
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SYNOPSIS:

The Machine Learning field has gained its thrust in almost any domain of research and just recently has become a reliable tool in the medical domain. The experiential domain of automatic learning is used in tasks such as medical decision support, medical imaging, protein-protein interaction, extraction of medical knowledge, and for overall patient management care. ML is envisioned as a tool by which computer-based systems can be integrated in the healthcare field in order to get a better, well-organized medical care. It describes a M ....etc

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Title: IDENTIFYING DISEASE CAUSING GENES USING PHENOMIC AND GENOMIC KNOWLEDGE
Page Link: IDENTIFYING DISEASE CAUSING GENES USING PHENOMIC AND GENOMIC KNOWLEDGE -
Posted By: jcubav
Created at: Thursday 17th of August 2017 05:31:33 AM
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Outline
Introduction

Methods

Results

Conclusion

INTRODUCTION

Chronic diseases are caused by the interactions of various genes.
These are subject to interactions and environmental factors

Mutations

These entities and their interactions can be
represented well using graph networks
Contd..
Genomics and Phenomics

Integrated genomics phenomics knowledge

Approach:
Generate Semantic Web based network data structures
Perform centrality analyses to rank genes
Contd..
Traditional methodologies : ....etc

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