AIMC Topic: Mitoxantrone

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Machine Learning Analysis Using RNA Sequencing to Distinguish Neuromyelitis Optica from Multiple Sclerosis and Identify Therapeutic Candidates.

The Journal of molecular diagnostics : JMD Mar 22, 2024
This study aims to identify RNA biomarkers distinguishing neuromyelitis optica (NMO) from relapsing-remitting multiple sclerosis (RRMS) and explore potential therapeutic applications leveraging machine learning (ML). An ensemble approach was develope...
Humans Machine Learning Biomarkers Female Adult Male Middle Aged Gene Expression Profiling Sequence Analysis, RNA Diagnosis, Differential Multiple Sclerosis Multiple Sclerosis, Relapsing-Remitting Mitoxantrone Neuromyelitis Optica
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Knowledge retrieval from PubMed abstracts and electronic medical records with the Multiple Sclerosis Ontology.

PloS one Feb 9, 2015
BACKGROUND: In order to retrieve useful information from scientific literature and electronic medical records (EMR) we developed an ontology specific for Multiple Sclerosis (MS).
Humans Electronic Health Records Antineoplastic Agents Computational Biology Immunosuppressive Agents PubMed Multiple Sclerosis Information Storage and Retrieval Biological Ontologies Antirheumatic Agents Rituximab Fingolimod Hydrochloride Knowledge Discovery Mitoxantrone
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