Tópico 31

Palavras

extract ( 1171 )
text ( 1153 )
clinic ( 932 )
annot ( 901 )
inform ( 881 )
system ( 748 )
precis ( 684 )
document ( 608 )
process ( 589 )
natur ( 541 )
languag ( 532 )
task ( 496 )
evalu ( 492 )
event ( 491 )
automat ( 418 )
manual ( 394 )
recal ( 385 )
concept ( 375 )
biomed ( 359 )
autom ( 345 )
word ( 330 )
note ( 304 )
relat ( 295 )
semant ( 288 )
name ( 265 )
challeng ( 248 )
tempor ( 239 )
medic ( 218 )
report ( 216 )
entiti ( 214 )
summari ( 201 )
mine ( 194 )
identifi ( 189 )
standard ( 183 )
avail ( 158 )
achiev ( 157 )
jectiv ( 155 )
creat ( 143 )
overal ( 141 )
gold ( 134 )
recognit ( 129 )
free ( 113 )
best ( 97 )
sens ( 93 )
sourc ( 93 )
type ( 91 )
express ( 81 )
link ( 78 )
contain ( 78 )
refer ( 76 )
domain ( 69 )
identif ( 64 )
context ( 61 )
topic ( 54 )
summar ( 53 )
instanc ( 53 )
date ( 53 )
discharg ( 52 )
baselin ( 44 )
condit ( 44 )
resourc ( 42 )
pair ( 39 )
recogn ( 39 )
aggreg ( 36 )
structur ( 32 )
unifi ( 31 )
random ( 31 )
reli ( 31 )
author ( 30 )
fulli ( 25 )
leverag ( 24 )
locat ( 24 )
techniqu ( 22 )
anoth ( 22 )
output ( 19 )
histori ( 19 )
alon ( 17 )
divers ( 17 )
attribut ( 16 )
crucial ( 16 )
exploit ( 15 )
build ( 15 )
comprehens ( 15 )
difficult ( 15 )
three ( 13 )
subset ( 12 )
although ( 12 )
detail ( 12 )
regul ( 11 )
level ( 11 )
review ( 10 )
status ( 9 )
rather ( 9 )
agreement ( 9 )
suitabl ( 8 )
treatment ( 8 )
separ ( 8 )
expert ( 8 )
explain ( 8 )
handl ( 8 )

Resumos

J Biomed Inform - PREDOSE: a semantic web platform for drug abuse epidemiology using social media. ( 64 )
J. Med. Internet Res. - Web 2.0-based crowdsourcing for high-quality gold standard development in clinical natural language processing. ( 63 )
Appl Clin Inform - Representation of information about family relatives as structured data in electronic health records. ( 62 )
J Am Med Inform Assoc - Assessing the role of a medication-indication resource in the treatment relation extraction from clinical text. ( 62 )
J Am Med Inform Assoc - An end-to-end system to identify temporal relation in discharge summaries: 2012 i2b2 challenge. ( 62 )
J Am Med Inform Assoc - Combining rules and machine learning for extraction of temporal expressions and events from clinical narratives. ( 55 )
J Biomed Inform - A concept-driven biomedical knowledge extraction and visualization framework for conceptualization of text corpora. ( 52 )
J Biomed Inform - NCBI disease corpus: a resource for disease name recognition and concept normalization. ( 51 )
J Biomed Inform - Text de-identification for privacy protection: a study of its impact on clinical text information content. ( 50 )
J Am Med Inform Assoc - A flexible framework for recognizing events, temporal expressions, and temporal relations in clinical text. ( 46 )
J Biomed Inform - Enhancing clinical concept extraction with distributional semantics. ( 45 )
BMC Med Inform Decis Mak - Text summarization as a decision support aid. ( 44 )
J Am Med Inform Assoc - Evaluating temporal relations in clinical text: 2012 i2b2 Challenge. ( 44 )
Int J Med Inform - A methodology to enhance spatial understanding of disease outbreak events reported in news articles. ( 43 )
J Am Med Inform Assoc - A hybrid system for temporal information extraction from clinical text. ( 42 )
J Biomed Inform - Development and evaluation of RapTAT: a machine learning system for concept mapping of phrases from medical narratives. ( 41 )
Artif Intell Med - Biomedical events extraction using the hidden vector state model. ( 40 )
J Am Med Inform Assoc - A study of machine-learning-based approaches to extract clinical entities and their assertions from discharge summaries. ( 40 )
J Am Med Inform Assoc - Eventual situations for timeline extraction from clinical reports. ( 40 )
BMC Med Inform Decis Mak - Detecting causality from online psychiatric texts using inter-sentential language patterns. ( 39 )
BMC Med Inform Decis Mak - The freetext matching algorithm: a computer program to extract diagnoses and causes of death from unstructured text in electronic health records. ( 39 )
J Biomed Inform - Anaphoric reference in clinical reports: characteristics of an annotated corpus. ( 39 )
J Biomed Inform - Evaluating the effects of machine pre-annotation and an interactive annotation interface on manual de-identification of clinical text. ( 39 )
J Am Med Inform Assoc - A sense inventory for clinical abbreviations and acronyms created using clinical notes and medical dictionary resources. ( 39 )
J Biomed Inform - Automatic recognition of disorders, findings, pharmaceuticals and body structures from clinical text: an annotation and machine learning study. ( 38 )
J Am Med Inform Assoc - Assisted annotation of medical free text using RapTAT. ( 38 )
J Am Med Inform Assoc - Knowledge-based biomedical word sense disambiguation: an evaluation and application to clinical document classification. ( 37 )
J Am Med Inform Assoc - Large-scale evaluation of automated clinical note de-identification and its impact on information extraction. ( 37 )
J Biomed Inform - Text summarization in the biomedical domain: a systematic review of recent research. ( 37 )
J. Med. Internet Res. - Beyond readability: investigating coherence of clinical text for consumers. ( 37 )
J Biomed Inform - The need for harmonized structured documentation and chances of secondary use - results of a systematic analysis with automated form comparison for prostate and breast cancer. ( 36 )
Int J Med Inform - Detecting temporal expressions in medical narratives. ( 36 )
J Am Med Inform Assoc - Extracting drug indication information from structured product labels using natural language processing. ( 36 )
J Am Med Inform Assoc - MedXN: an open source medication extraction and normalization tool for clinical text. ( 35 )
J Biomed Inform - Automatically extracting information needs from complex clinical questions. ( 35 )
J Biomed Inform - Link-topic model for biomedical abbreviation disambiguation. ( 35 )
BMC Med Inform Decis Mak - Recognizing clinical entities in hospital discharge summaries using Structural Support Vector Machines with word representation features. ( 34 )
J Am Med Inform Assoc - 2010 i2b2/VA challenge on concepts, assertions, and relations in clinical text. ( 34 )
J Am Med Inform Assoc - Anaphoric relations in the clinical narrative: corpus creation. ( 33 )
J Biomed Inform - Semantator: semantic annotator for converting biomedical text to linked data. ( 33 )
J Am Med Inform Assoc - Syntactic parsing of clinical text: guideline and corpus development with handling ill-formed sentences. ( 33 )
J Am Med Inform Assoc - Automatic discourse connective detection in biomedical text. ( 33 )
J Biomed Inform - Common data model for natural language processing based on two existing standard information models: CDA+GrAF. ( 33 )
J Biomed Inform - Semi-automatic semantic annotation of PubMed queries: a study on quality, efficiency, satisfaction. ( 33 )
BMC Med Inform Decis Mak - Measuring diversity in medical reports based on categorized attributes and international classification systems. ( 32 )
Comput Math Methods Med - Ranking biomedical annotations with annotator's semantic relevancy. ( 32 )
J Am Med Inform Assoc - Automatic abstraction of imaging observations with their characteristics from mammography reports. ( 32 )
J Biomed Inform - Towards generating a patient's timeline: extracting temporal relationships from clinical notes. ( 32 )
J Biomed Inform - An ontology-based similarity measure for biomedical data-application to radiology reports. ( 32 )
BMC Med Inform Decis Mak - Recognition of medication information from discharge summaries using ensembles of classifiers. ( 31 )
AMIA Annu Symp Proc - Throw the bath water out, keep the baby: keeping medically-relevant terms for text mining. ( 31 )
J Am Med Inform Assoc - Joint segmentation and named entity recognition using dual decomposition in Chinese discharge summaries. ( 31 )
AMIA Annu Symp Proc - Inter-annotator reliability of medical events, coreferences and temporal relations in clinical narratives by annotators with varying levels of clinical expertise. ( 30 )
Brief. Bioinformatics - A survey on annotation tools for the biomedical literature. ( 30 )
Int J Med Inform - Bootstrapping a de-identification system for narrative patient records: cost-performance tradeoffs. ( 30 )
Int J Med Inform - Detection of infectious symptoms from VA emergency department and primary care clinical documentation. ( 30 )
J Am Med Inform Assoc - Evaluating the impact of pre-annotation on annotation speed and potential bias: natural language processing gold standard development for clinical named entity recognition in clinical trial announcements. ( 30 )
J Biomed Inform - Identifying non-elliptical entity mentions in a coordinated NP with ellipses. ( 30 )
J Biomed Inform - Using an ensemble system to improve concept extraction from clinical records. ( 30 )
BMC Med Inform Decis Mak - Dynamic summarization of bibliographic-based data. ( 29 )
AMIA Annu Symp Proc - Extracting semantic lexicons from discharge summaries using machine learning and the C-Value method. ( 29 )
IEEE Trans Image Process - Text string detection from natural scenes by structure-based partition and grouping. ( 29 )
J. Med. Internet Res. - Biomedical informatics techniques for processing and analyzing web blogs of military service members. ( 29 )
J. Med. Internet Res. - Evaluating a web-based clinical decision support system for language disorders screening in a nursery school. ( 29 )
J. Med. Internet Res. - Developing a disease outbreak event corpus. ( 29 )
Comput Methods Programs Biomed - Marky: a tool supporting annotation consistency in multi-user and iterative document annotation projects. ( 28 )
J Biomed Inform - A new clustering method for detecting rare senses of abbreviations in clinical notes. ( 28 )
J Am Med Inform Assoc - Text mining for the Vaccine Adverse Event Reporting System: medical text classification using informative feature selection. ( 28 )
AMIA Annu Symp Proc - Natural language processing for lines and devices in portable chest x-rays. ( 27 )
BMC Med Inform Decis Mak - Mining biomarker information in biomedical literature. ( 27 )
BMC Med Inform Decis Mak - A framework for enhancing spatial and temporal granularity in report-based health surveillance systems. ( 27 )
J Am Med Inform Assoc - EliXR: an approach to eligibility criteria extraction and representation. ( 27 )
J Am Med Inform Assoc - Automated clinical trial eligibility prescreening: increasing the efficiency of patient identification for clinical trials in the emergency department. ( 27 )
J Biomed Inform - Extraction of events and temporal expressions from clinical narratives. ( 27 )
J Biomed Inform - Ontology modularization to improve semantic medical image annotation. ( 27 )
J Biomed Inform - MedTime: a temporal information extraction system for clinical narratives. ( 27 )
J. Med. Internet Res. - User evaluation of the effects of a text simplification algorithm using term familiarity on perception, understanding, learning, and information retention. ( 27 )
Artif Intell Med - Development of traditional Chinese medicine clinical data warehouse for medical knowledge discovery and decision support. ( 26 )
J Am Med Inform Assoc - A comprehensive study of named entity recognition in Chinese clinical text. ( 26 )
J Am Med Inform Assoc - Using rule-based natural language processing to improve disease normalization in biomedical text. ( 26 )
J Biomed Inform - Comparison of automated and human assignment of MeSH terms on publicly-available molecular datasets. ( 26 )
Appl Clin Inform - Comparing the effectiveness of computerized adverse drug event monitoring systems to enhance clinical decision support for hospitalized patients. ( 25 )
AMIA Annu Symp Proc - Combining corpus-derived sense profiles with estimated frequency information to disambiguate clinical abbreviations. ( 25 )
AMIA Annu Symp Proc - Extracting patient demographics and personal medical information from online health forums. ( 25 )
AMIA Annu Symp Proc - Extracting temporal constraints from clinical research eligibility criteria using conditional random fields. ( 25 )
J Am Med Inform Assoc - PASTE: patient-centered SMS text tagging in a medication management system. ( 25 )
J Am Med Inform Assoc - Towards comprehensive syntactic and semantic annotations of the clinical narrative. ( 25 )
J Am Med Inform Assoc - A classification approach to coreference in discharge summaries: 2011 i2b2 challenge. ( 25 )
J Biomed Inform - De-identification of clinical notes in French: towards a protocol for reference corpus development. ( 25 )
J Biomed Inform - The DDI corpus: an annotated corpus with pharmacological substances and drug-drug interactions. ( 25 )
J Biomed Inform - Biomedical text mining and its applications in cancer research. ( 25 )
AMIA Annu Symp Proc - Semantic processing to identify adverse drug event information from black box warnings. ( 24 )
AMIA Annu Symp Proc - Mapping annotations with textual evidence using an scLDA model. ( 24 )
J Am Med Inform Assoc - Vaccine adverse event text mining system for extracting features from vaccine safety reports. ( 24 )
J Am Med Inform Assoc - Automated extraction of clinical traits of multiple sclerosis in electronic medical records. ( 24 )
J Am Med Inform Assoc - Hybrid methods for improving information access in clinical documents: concept, assertion, and relation identification. ( 24 )
J Biomed Inform - LabeledIn: cataloging labeled indications for human drugs. ( 24 )
J Biomed Inform - Automatic signal extraction, prioritizing and filtering approaches in detecting post-marketing cardiovascular events associated with targeted cancer drugs from the FDA Adverse Event Reporting System (FAERS). ( 24 )
AMIA Annu Symp Proc - Natural language processing to extract follow-up provider information from hospital discharge summaries. ( 23 )
AMIA Annu Symp Proc - Extracting Concepts Related to Homelessness from the Free Text of VA Electronic Medical Records. ( 23 )