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PREDICTING INDIVIDUAL WELL-BEING THROUGH THE LANGUAGE OF SOCIAL MEDIA

by SCHWARTZ, H. ANDREW, SAP, MAARTEN, KERN, MARGARET L., EICHSTAEDT, JOHANNES C., KAPELNER, ADAM, AGRAWAL, MEGHA, BLANCO, EDUARDO, DZIURZYNSKI, LUKASZ, PARK, GREGORY, STILLWELL, DAVID, KOSINSKI, MICHAL, SELIGMAN, MARTIN E.P., UNGAR, LYLE H.
Published in Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing (01.01.2016)

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Book Chapter Journal Article Conference Proceeding

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ONE-CLASS DETECTION OF CELL STATES IN TUMOR SUBTYPES

by SOKOLOV, ARTEM, PAULL, EVAN O., STUART, JOSHUA M.
Published in Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing (01.01.2016)

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SOCIAL MEDIA MINING FOR PUBLIC HEALTH MONITORING AND SURVEILLANCE

by PAUL, MICHAEL J., SARKER, ABEED, BROWNSTEIN, JOHN S., NIKFARJAM, AZADEH, SCOTCH, MATTHEW, SMITH, KAREN L., GONZALEZ, GRACIELA
Published in Biocomputing 2016 (01.01.2016)

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PATIENT-SPECIFIC DATA FUSION FOR CANCER STRATIFICATION AND PERSONALISED TREATMENT

by GLIGORIJEVIĆ, VLADIMIR, MALOD-DOGNIN, NOËL, PRŽULJ, NATAŠA
Published in Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing (01.01.2016)

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SOCIAL MEDIA MINING SHARED TASK WORKSHOP

by SARKER, ABEED, NIKFARJAM, AZADEH, GONZALEZ, GRACIELA
Published in Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing (01.01.2016)

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Book Chapter Journal Article Conference Proceeding

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TOWARDS EARLY DISCOVERY OF SALIENT HEALTH THREATS: A SOCIAL MEDIA EMOTION CLASSIFICATION TECHNIQUE

by OFOGHI, BAHADORREZA, MANN, MEGHAN, VERSPOOR, KARIN
Published in Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing (01.01.2016)

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REPRODUCIBLE RESEARCH WORKFLOW IN R FOR THE ANALYSIS OF PERSONALIZED HUMAN MICROBIOME DATA

by CALLAHAN, BENJAMIN, PROCTOR, DIANA, RELMAN, DAVID, FUKUYAMA, JULIA, HOLMES, SUSAN
Published in Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing (01.01.2016)

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MONITORING POTENTIAL DRUG INTERACTIONS AND REACTIONS VIA NETWORK ANALYSIS OF INSTAGRAM USER TIMELINES

by CORREIA, RION BRATTIG, LI, LANG, ROCHA, LUIS M.
Published in Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing (01.01.2016)

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Book Chapter Journal Article

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INSIGHTS FROM MACHINE-LEARNED DIET SUCCESS PREDICTION

by WEBER, INGMAR, ACHANANUPARP, PALAKORN
Published in Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing (01.01.2016)

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Book Chapter Journal Article

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TEXT CLASSIFICATION FOR AUTOMATIC DETECTION OF E-CIGARETTE USE AND USE FOR SMOKING CESSATION FROM TWITTER: A FEASIBILITY PILOT

by APHINYANAPHONGS, YIN, LULEJIAN, ARMINE, BROWN, DUNCAN PENFOLD, BONNEAU, RICHARD, KREBS, PAUL
Published in Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing (01.01.2016)

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Book Chapter Journal Article Conference Proceeding

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COLLECTIVE PAIRWISE CLASSIFICATION FOR MULTI-WAY ANALYSIS OF DISEASE AND DRUG DATA

by ZITNIK, MARINKA, ZUPAN, BLAZ
Published in Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing (01.01.2016)

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METABOLOMICS DIFFERENTIAL CORRELATION NETWORK ANALYSIS OF OSTEOARTHRITIS

by Hu, Ting, Zhang, Weidong, Fan, Zhaozhi, Sun, Guang, Likhodi, Sergei, Randell, Edward, Zhai, Guangju
Published in Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing (01.01.2016)

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Book Chapter Journal Article Conference Proceeding

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DISCOVERING PATIENT PHENOTYPES USING GENERALIZED LOW RANK MODELS

by SCHULER, ALEJANDRO, LIU, VINCENT, WAN, JOE, CALLAHAN, ALISON, UDELL, MADELEINE, STARK, DAVID E., SHAH, NIGAM H.
Published in Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing (01.01.2016)

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FINDING POTENTIALLY UNSAFE NUTRITIONAL SUPPLEMENTS FROM USER REVIEWS WITH TOPIC MODELING

by SULLIVAN, RYAN, SARKER, ABEED, O'CONNOR, KAREN, GOODIN, AMANDA, KARLSRUD, MARK, GONZALEZ, GRACIELA
Published in Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing (01.01.2016)

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DETECTION OF BACTERIAL SMALL TRANSCRIPTS FROM RNA-SEQ DATA: A COMPARATIVE ASSESSMENT

by PEÑA-CASTILLO, LOURDES, GRÜELL, MARC, MULLIGAN, MARTIN E., LANG, ANDREW S
Published in Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing (01.01.2016)

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REPURPOSING GERMLINE EXOMES OF THE CANCER GENOME ATLAS DEMANDS A CAUTIOUS APPROACH AND SAMPLE-SPECIFIC VARIANT FILTERING

by KOIRE, AMANDA, KATSONIS, PANAGIOTIS, LICHTARGE, OLIVIER
Published in Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing (01.01.2016)

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INTEGRATING CLINICAL LABORATORY MEASURES AND ICD-9 CODE DIAGNOSES IN PHENOME-WIDE ASSOCIATION STUDIES

by VERMA, ANURAG, LEADER, JOSEPH B., VERMA, SHEFALI S., FRASE, ALEX, WALLACE, JOHN, DUDEK, SCOTT, LAVAGE, DANIEL R., VAN HOUT, CRISTOPHER V., DEWEY, FREDERICK E., PENN, JOHN, LOPEZ, ALEX, OVERTON, JOHN D., CAREY, DAVID J., LEDBETTER, DAVID H., KIRCHNER, H. LESTER, RITCHIE, MARYLYN D., PENDERGRASS, SARAH A.
Published in Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing (01.01.2016)

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Book Chapter Journal Article Conference Proceeding

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INFERENCE OF PERSONALIZED DRUG TARGETS VIA NETWORK PROPAGATION

by SHNAPS, ORTAL, PERRY, EYAL, SILVERBUSH, DANA, SHARAN, RODED
Published in Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing (01.01.2016)

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Book Chapter Journal Article Conference Proceeding

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DO CANCER CLINICAL TRIAL POPULATIONS TRULY REPRESENT CANCER PATIENTS? A COMPARISON OF OPEN CLINICAL TRIALS TO THE CANCER GENOME ATLAS

by GEIFMAN, NOPHAR, BUTTE, ATUL J.
Published in Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing (01.01.2016)

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Book Chapter Journal Article Conference Proceeding

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DYNAMICALLY EVOLVING CLINICAL PRACTICES AND IMPLICATIONS FOR PREDICTING MEDICAL DECISIONS

by CHEN, JONATHAN H, GOLDSTEIN, MARY K, ASCH, STEVEN M, ALTMAN, RUSS B
Published in Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing (01.01.2016)

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Book Chapter Journal Article Conference Proceeding