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Proceedings of the ACM Ninth International Workshop on Data and Text Mining in Biomedical Informatics, DTMBIO 2015, Melbourne, Australia, October 23, 2015

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The Effect of Word Sense Disambiguation Accuracy on Literature Based Discovery
Judita Preiss | Mark Stevenson

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Privacy Preserving Data Anonymization of Spontaneous ADE Reporting System Dataset
Wen-Yang Lin | Duen-Chuan Yang | Jie-Teng Wang

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Extraction of Fine-grained Semantic Relations for the Human Variome
Karin Verspoor | Go Eun Heo | Keun Young Kang | Min Song

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Evaluation of a Machine Learning Duplicate Detection Method for Bioinformatics Databases
Qingyu Chen | Justin Zobel | Karin Verspoor

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Discovery of Prostate Specific Antigen Pattern to Predict Castration Resistant Prostate Cancer of Androgen Deprivation Therapy
Yejin Kim | Yong Hyun Park | Ji Youl Lee | In Young Choi | Dong Hyun Kim | Hwanjo Yu

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In-silico Interaction-Resolution Pathway Activity Quantification and Application to Identifying Cancer Subtypes
Sungwon Jung

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Prediction of Compound-Target Interactions of Natural Products Using Large-scale Drug and Protein Information
Jongsoo Keum | Sunyong Yoo | Hojung Nam

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Prognostic Factor Analysis for Breast Cancer Using Gene Expression Profiles
Soobok Joe | Hojung Nam

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Building Text-mining Framework for Gene-Phenotype Relation Extraction using Deep Leaning
Dongjin Jang | Jaehyun Lee | Kwangmin Kim | Doheon Lee

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Development of a Framework for Constructing a Virtual Physiological Human with the Integration of COntext Specific Directed Associations (CODA)
Hasun Yu | Jinmyung Jung | Seyeol Yoon | Mijin Kwon | Yeeok Kang | Sunghwa Bae | Doheon Lee

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Identifying Potential Bioactive Compounds of Natural Products by Combining ADMET Prediction Methods
Moonshik Shin | Sungyoung Yoo | Suhyun Ha | Kyungrin Noh | Doheon Lee

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Evaluation of Disease-Associated Text-Mining Databases
Myeong-Sang Yu | Dokyun Na

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Toxicity Predictions using Compound Descriptions
Eunyoung Kim | Sangwoo Kim | Suhyun Ha | Hojung Nam

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Identification and Analysis of Medical Entity Co-occurrences in Twitter
Andrew MacKinlay | Antonio Jimeno-Yepes | Bo Han

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Citizen Organization System for Advanced MEDical research (COSAMED)
Junseok Park | Sungji Choo | Doheon Lee

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Analyzing the Landscape of Anti-Cancer Drug Research in Pancreatic Cancer
Yoo Kyung Jeong | Go Eun Heo | Keun Young Kang | Dong Sup Yoon | Min Song

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A Text Mining Approach for Identifying Herb-chemical Relationships from Biomedical Articles
Wonjun Choi | Hyunju Lee

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A Flexible Text Mining System for Entity and Relation Extraction in PubMed
Go Eun Heo | Keun Young Kang | Min Song

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Analyzing Subject-Method Network of Bioinformatics and Biology
Keeheon Lee | Yonghwan Kim | Seung Han Baek | Min Song

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What-if Analysis in Biomedical Networks based on Production Rule System
Hasun Yu | Jinmyung Jung | Doheon Lee | Sangwoo Kim

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Cell line specific method based on functional modules for drug sensitivity prediction
Woochang Hwang | Jaejoon Choi | Mijin Kwon | Doheon Lee

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Prediction of Scaffold Proteins based on Protein Interaction and Domain Architectures
Kimin Oh | Gwan-Su Yi