The BigGrams: the semi-supervised information extraction system from HTML: an improvement in the wrapper induction
Sign Up to like & getrecommendations! Published in 2017 at "Knowledge and Information Systems"
DOI: 10.1007/s10115-017-1097-2
Abstract: The aim of this study is to propose an information extraction system, called BigGrams, which is able to retrieve relevant and structural information (relevant phrases, keywords) from semi-structural web pages, i.e. HTML documents. For this… read more here.
Keywords: extraction system; information; information extraction; semi supervised ... See more keywords
Text Mining of the Electronic Health Record: An Information Extraction Approach for Automated Identification and Subphenotyping of HFpEF Patients for Clinical Trials
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Cardiovascular Translational Research"
DOI: 10.1007/s12265-017-9752-2
Abstract: Precision medicine requires clinical trials that are able to efficiently enroll subtypes of patients in whom targeted therapies can be tested. To reduce the large amount of time spent screening, identifying, and recruiting patients with… read more here.
Keywords: extraction; information extraction; hfpef; clinical trials ... See more keywords
Trace Information Extraction (TIE): A new approach to extract structural information from traces in geological maps
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Structural Geology"
DOI: 10.1016/j.jsg.2019.06.007
Abstract: Abstract Geological maps are crucial for the interpretation of geological structures. Next to orientation measurements, fault traces and bedrock interface traces account for an important part of the exposure of structural information on maps. However,… read more here.
Keywords: structural information; information extraction; trace information; trace ... See more keywords
Twenty-five years of information extraction
Sign Up to like & getrecommendations! Published in 2019 at "Natural Language Engineering"
DOI: 10.1017/s1351324919000512
Abstract: Abstract Information extraction is the process of converting unstructured text into a structured data base containing selected information from the text. It is an essential step in making the information content of the text usable… read more here.
Keywords: information extraction; five years; years information; twenty five ... See more keywords
Medical Information Extraction in the Age of Deep Learning
Sign Up to like & getrecommendations! Published in 2020 at "Yearbook of Medical Informatics"
DOI: 10.1055/s-0040-1702001
Abstract: Summary Objectives : We survey recent developments in medical Information Extraction (IE) as reported in the literature from the past three years. Our focus is on the fundamental methodological paradigm shift from standard Machine Learning… read more here.
Keywords: extraction; medical information; medical informatics; deep learning ... See more keywords
Chinese medical dialogue information extraction via contrastive multi-utterance inference
Sign Up to like & getrecommendations! Published in 2022 at "Briefings in bioinformatics"
DOI: 10.1093/bib/bbac284
Abstract: Medical Dialogue Information Extraction (MDIE) is a promising task for modern medical care systems, which greatly facilitates the development of many real-world applications such as electronic medical record generation, automatic disease diagnosis, etc. Recent methods… read more here.
Keywords: medical dialogue; information extraction; multi utterance; dialogue information ... See more keywords
Improved Identification of Venous Thromboembolism From Electronic Medical Records Using a Novel Information Extraction Software Platform
Sign Up to like & getrecommendations! Published in 2018 at "Medical Care"
DOI: 10.1097/mlr.0000000000000831
Abstract: Introduction: The United States federally mandated reporting of venous thromboembolism (VTE), defined by Agency for Healthcare Research & Quality Patient Safety Indicator 12 (AHRQ PSI-12), is based on administrative data, the accuracy of which has… read more here.
Keywords: information extraction; radiology; novel information; extraction software ... See more keywords
Dark Web: E-Commerce Information Extraction Based on Name Entity Recognition Using Bidirectional-LSTM
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3206539
Abstract: Information extraction from e-commerce platform is a challenging task. Due to significant increase in number of ecommerce marketplaces, it is difficult to gain good accuracy by using existing data mining techniques to systematically extract key… read more here.
Keywords: commerce; information extraction; dark web; entity recognition ... See more keywords
Deep Learning-Based Hardware Trojan Detection With Block-Based Netlist Information Extraction
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Emerging Topics in Computing"
DOI: 10.1109/tetc.2021.3116484
Abstract: With the globalization of the semiconductor industry, hardware Trojans (HTs) are an emergent security threat in modern integrated circuit (IC) production. Research is now being conducted into designing more accurate and efficient methods to detect… read more here.
Keywords: information extraction; detection; netlist information; learning based ... See more keywords
Automated information extraction from free‐text medical documents for stroke key performance indicators: a pilot study
Sign Up to like & getrecommendations! Published in 2022 at "Internal Medicine Journal"
DOI: 10.1111/imj.15678
Abstract: Automated information extraction might be able to assist with the collection of stroke key performance indicators (KPI). The feasibility of using natural language processing for classification‐based KPI and datetime field extraction was assessed. Using free‐text… read more here.
Keywords: extraction; automated information; stroke key; performance ... See more keywords
Pedestrian network information extraction based on VGI
Sign Up to like & getrecommendations! Published in 2018 at "Geoinformatica"
DOI: 10.1139/geomat-2018-0006
Abstract: Pedestrian network information plays an important role in pedestrian location based service (LBS), and its completeness determines the quality of a pedestrian LBS. This study used volunteered data ... read more here.
Keywords: extraction based; network information; pedestrian network; information extraction ... See more keywords