AUTOMATIC CONSTRUCTION;
CLINICAL TREATMENTS;
EVALUATION METRICS;
MACHINE LEARNING MODELS;
NATURAL LANGUAGE PROCESSING;
RADIOLOGY REPORTS;
RULE-BASED CLASSIFIER;
TRAINING AND TESTING;
HYBRID SYSTEMS;
LEARNING ALGORITHMS;
SIGNAL ENCODING;
STATISTICAL TESTS;
NATURAL LANGUAGE PROCESSING SYSTEMS;
ACCURACY;
ANALYTICAL ERROR;
AUTOMATION;
CODING;
CONFERENCE PAPER;
DATA BASE;
INFORMATION PROCESSING;
INTERNATIONAL CLASSIFICATION OF DISEASES;
MACHINE LEARNING;
MATHEMATICAL ANALYSIS;
MATHEMATICAL MODEL;
MEDICAL INFORMATION SYSTEM;
ALGORITHM;
ARTICLE;
ARTIFICIAL INTELLIGENCE;
AUTOMATED PATTERN RECOGNITION;
DECISION SUPPORT SYSTEM;
LINGUISTICS;
METHODOLOGY;
NATURAL LANGUAGE PROCESSING;
NOMENCLATURE;
RADIOLOGY;
ALGORITHMS;
ARTIFICIAL INTELLIGENCE;
DECISION SUPPORT SYSTEMS, CLINICAL;
INTERNATIONAL CLASSIFICATION OF DISEASES;
NATURAL LANGUAGE PROCESSING;
PATTERN RECOGNITION, AUTOMATED;
RADIOLOGY;
TERMINOLOGY AS TOPIC;
VOCABULARY, CONTROLLED;
Technical Report - Automatic assignment of icd9 codes to discharge summaries
PhD thesis University of Massachusetts at Amherst, Amherst, MA
Larkey LS Croft WB Technical Report - Automatic assignment of icd9 codes to discharge summaries PhD thesis University of Massachusetts at Amherst, Amherst, MA 1995.
A hierarchical approach to the automatic categorization of medical documents
New York, NY, USA: ACM Press
de Lima LRS Laender AHF Ribeiro-Neto BA A hierarchical approach to the automatic categorization of medical documents CIKM '98: Proceedings of the seventh international conference on Information and knowledge management New York, NY, USA: ACM Press 1998:132-139.
A shared task involving multi-label classification of clinical free text
Prague, Czech Republic: Association for Computational Linguistics
Pestian JP Brew C Matykiewicz P Hovermale D Johnson N Cohen KB Duch W A shared task involving multi-label classification of clinical free text Biological, translational, and clinical language processing Prague, Czech Republic: Association for Computational Linguistics 2007:97-104. [http://www.aclweb.org/anthology~new/W/W07/W07-1013.pdf].
Developing Feature Types for Classifying Clinical Notes
Prague, Czech Republic: Association for Computational Linguistics
Patrick J Zhang Y Wang Y Developing Feature Types for Classifying Clinical Notes Biological, translational, and clinical language processing Prague, Czech Republic: Association for Computational Linguistics 2007:191-192. [http://www.aclweb.org/anthology~new/W/W07/ W07-1027.pdf].
From indexing the biomedical literature to coding clinical text: Experience with MTI and machine learning approaches
Prague, Czech Republic: Association for Computational Linguistics
Aronson AR Bodenreider O Demner-Fushman D Fung KW Lee VK Mork JG Neveol A Peters L Rogers WJ From indexing the biomedical literature to coding clinical text: Experience with MTI and machine learning approaches Biological, translational, and clinical language processing Prague, Czech Republic: Association for Computational Linguistics 2007:105-112. [http://www.aclweb.org/anthology~new/W/W07/W07-1014.pdf].
Prague, Czech Republic: Association for Computational Linguistics
Crammer K Dredze M Ganchev K Pratim Talukdar P Carroll S Automatic Code Assignment to Medical Text Biological, translational, and clinical language processing Prague, Czech Republic: Association for Computational Linguistics 2007:129-136. [http://www.aclweb.org/ anthology~new/W/W07/W07-1017.pdf].
Three Approaches to Automatic Assignment of ICD-9-CM Codes to Radiology Reports
Chicago, Illinois, USA: American Medical Informatics Association
Goldstein I Arzumtsyan A Uzuner O Three Approaches to Automatic Assignment of ICD-9-CM Codes to Radiology Reports Proceedings of the Fall Symposium of the American Medical Informatics Association Chicago, Illinois, USA: American Medical Informatics Association 2007:279-283. [http://www.albany.edu/facultyresearch/clip/papers/AMIA-2007.pdf].
Dragon Toolkit: Incorporating Auto-learned Semantic Knowledge into Large-Scale Text Retrieval and Mining
Zhou X Zhang X Hu X Dragon Toolkit: Incorporating Auto-learned Semantic Knowledge into Large-Scale Text Retrieval and Mining 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI).
A simple algorithm for identifying negated findings and diseases in discharge summaries
Chapman WW Bridewell W Hanbury P Cooper GF Buchanan BG A simple algorithm for identifying negated findings and diseases in discharge summaries Journal of Biomedical Informatics 2001, 5:301-310. [http://citeseer.ist.psu.edu/chapman01simple.html].
Witten IH Frank E Data Mining: Practical Machine Learning Tools and Techniques, Second Edition (Morgan Kaufmann Series in Data Management Systems) Morgan Kaufmann 2005. [http://www.amazon.ca/ Data-Mining-Practical-Learning-Techniques/dp/0120884070/ref=sr_1_1?ie= UTF8&s=books&qid=1205855730&sr=8-1].
A Maximum Entropy Approach to Natural Language Processing
Berger AL Pietra SD Pietra VJD A Maximum Entropy Approach to Natural Language Processing Computational Linguistics 1996, 22:39-71. [http://citeseer.ist.psu.edu/berger96maximum.html].
