Artificial intelligence in medicine: 14th Conference on Artificial Intelligence in Medicine, AIME 2013, Murcia, Spain, May 29 - June 1, 2013 ; proceedings
Gespeichert in:
| Format: | Tagungsbericht Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Berlin [u.a.]
Springer
2013
|
| Schriftenreihe: | Lecture notes in computer science
7885 : Lecture notes in artificial intelligence |
| Schlagworte: | |
| Online-Zugang: | Inhaltstext Inhaltsverzeichnis |
| Beschreibung: | XVII, 316 S. Ill., graph. Darst. |
| ISBN: | 9783642383250 3642383254 9783642383267 |
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TABLE OF CONTENTS
1. DECISION SUPPORT, GUIDELINES AND PROTOCOLS
FROM DECISION TO SHARED-DECISION: INTRODUCING PATIENTS' PREFERENCES
IN CLINICAL DECISION ANALYSIS - A CASE STUDY IN THROMBOEMBOLIC RISK
PREVENTION 1
LUCIA SACCHI, CARLA ROGNONI, STEFANIA RUBRICHI,
SILVIA PANZARASA, AND SILVANA QUAGLINI
MODEL-BASED COMBINATION OF TREATMENTS FOR THE MANAGEMENT
OF CHRONIC COMORBID PATIENTS 11
DAVID RIANO AND ANTONI COLLADO
USING CONSTRAINT LOGIC PROGRAMMING TO IMPLEMENT ITERATIVE
ACTIONS AND NUMERICAL MEASURES DURING MITIGATION OF CONCURRENTLY
APPLIED CLINICAL PRACTICE GUIDELINES 17
MARTIN MICHALOWSKI, SZYMON WILK, WOJTEK MICHALOWSKI, DI LIN,
KEN FARION, AND SUBHRA MOHAPATRA
A MULTI-AGENT PLANNING APPROACH FOR THE GENERATION OF PERSONALIZED
TREATMENT PLANS OF COMORBID PATIENTS 23
INMACULADA SANCHEZ- GARZON, JUAN FERNANDEZ-OLIVARES,
EVA ONAINDIA, GONZALO MILLA, JAUME JORDAN, AND PABLO CASTEJON
MERGING DISEASE-SPECIFIC CLINICAL GUIDELINES T6 HANDLE COMORBIDITIES
IN A CLINICAL DECISION SUPPORT SETTING 28
BORNA JAFARPOUR AND SYED SIBTE RAZA ABIDI
MULTIPARTY ARGUMENTATION GAME FOR CONSENSUAL EXPANSION APPLIED
TO EVIDENCE BASED MEDICINE 33
STEFANO BROMURI AND MAXIRNE MORGE
2. SEMANTIC TECHNOLOGY I
RULE-BASED FORMALIZATION OF ELIGIBILITY CRITERIA FOR CLINICAL TRIALS 38
ZHISHENG HUANG, ANNETTE TEN TEIJE, AND FRANK VAN HARMELEN
CHARACTERIZING HEALTH-RELATED INFORMATION NEEDS OF DOMAIN EXPERTS . 48
EYA ZNAIDI, LYNDA TAMINE, CECILE CHOUQUET, AND CHIRAZ LATIN
COMPARISON OF CLUSTERING APPROACHES THROUGH THEIR APPLICATION
TO PHARMACOVIGILANCE TERMS 58
MARIE DUPUCH, CHRISTOPHER ENGSTROM, SERGEI SILVESTROV,
THIERRY HAMON, AND NATALIA GRABAR
HTTP://D-NB.INFO/1033706825
XVI TABLE OF CONTENTS
TRUSTING INTENSIVE CARE UNIT (ICU) MEDICAL DATA: A SEMANTIC WEB
APPROACH 68
LAURA MOSS, DAVID, CORSAR, IAN PIPER, AND, JOHN KINSELLA
LEARNING FORMAL DEFINITIONS FOR SNOMED
CT FROM TEXT 73
YUE MA AND FELIX DISTEL
TOWARDS AUTOMATIC PATIENT ELIGIBILITY ASSESSMENT: FROM FREE-TEXT
CRITERIA TO QUERIES Y 78
KRYSTYNA MILIAN AND ANNETTE TEN TEIJE
3. BIOINFORMATICS
BIOMEDICAL KNOWLEDGE EXTRACTION USING FUZZY DIFFERENTIAL PROFILES AND
SEMANTIC RANKING 84
SIDAHMED BENABDERRAHMANE
KNOWLEDGE-BASED IDENTIFICATION OF MULTICOMPONENT THERAPIES 94
FRANCESCA VITALI, FRANCESCA MULAS, PIETRO MARINI, AND
RICCARDO BELLAZZI
ENHANCING RANDOM FORESTS PERFORMANCE IN MICROARRAY DATA
CLASSIFICATION 99
NICOLETTA DESSI, GABRIELE MILIA, AND BARBARA PES
COPY-NUMBER ALTERATIONS FOR TUMOR PROGRESSION INFERENCE 104
CLAUDIA CAVA, ITALO ZOPPIS, MANUELA GARIBOLDI, ISABELLA CASTIGLIONI,
GIANCARLO MAURI, AND MARCO ANTONIOTTI
CONSTRAINING PROTEIN DOCKING WITH COEVOLUTION DATA FOR MEDICAL
RESEARCH 110
LUDUNG KRIPPAHL, FDBIO MADEIRA, AND PEDRO BARAHONA
4. MACHINE LEARNING
SINGLE- AND MULTI-LABEL PREDICTION OF BURDEN ON FAMILIES
OF SCHIZOPHRENIA PATIENTS 115
PABLO BERMEJO, MARTA LUCAS, JOSE A. RODRIGUEZ-MONTES,
PEDRO J. TDRRAGA, JAVIER LUCAS, JOSE A. GDMEZ, AND JOSE M. PUERTA
PREDICTING ADVERSE DRUG EVENTS BY ANALYZING ELECTRONIC PATIENT
RECORDS 125
ISAK KARLSSON, JING ZHAO, LARS ASKER, ARID HENRIK BOSTROM
TOP-LEVEL MESH DISEASE TERMS ARE NOT LINEARLY SEPARABLE IN CLINICAL
TRIAL ABSTRACTS 130
JOEL KUIPER AND GERT VAN VALKENHOEF
TABLE OF CONTENTS XVII
5. PROBABILISTIC MODELLING AND REASONING
UNDERSTANDING THE CO-OCCURRENCE OF DISEASES USING STRUCTURE
LEARNING 135
MARTIJN LAPPENSCHAAR, ARJEN HOMMERSOM, JOEP LAGRO, AND
PETER J.F. LUCAS
ONLINE DIAGNOSTIC SYSTEM BASED ON BAYESIAN NETWORKS 145
ADAM ZAGORECKI, PIOTR ORZECHOWSKI, AND KATARZYNA HOLOWNIA
A PROBABILISTIC GRAPHICAL MODEL FOR TUNING COCHLEAR IMPLANTS 150
INIGO BERMEJO, FRANCISCO JAVIER DIEZ, PAUL GOVAERTS, AND
BART VAERENBERG
6. IMAGE AND SIGNAL PROCESSING
SEMI-SUPERVISED PROJECTED CLUSTERING FOR CLASSIFYING GABAERGIC
INTERNEURONS 156
LUIS GUERRA, RUTH BENAVIDES-PICCIONE, CONCHA BIELZA,
VICTOR ROBLES, JAVIER DEFELIPE, AND PEDRO LARRANAGA
CASCADED RANK-BASED CLASSIFIERS FOR DETECTING CLUSTERS
OF MICROCALCIFICATIONS 166
ALESSANDRO BRIA. CLAUDIO MARROCCO, MARIO MOLINARA. AND
FRANCESCO TORTORELLA
SEGMENTING NEUROBLASTOMA TUMOR IMAGES AND SPLITTING OVERLAPPING
CELLS USING SHORTEST PATHS BETWEEN CELL CONTOUR CONVEX REGIONS 171
SIAMAK TAFAVOGH, KARLA FELIX NAVARRO, DANIEL R. CATCHPOOLE, AND
PAUL J. KENNEDY
CLASSIFICATION OF EARLY-MILD SUBJECTS WITH PARKINSON'S DISEASE BY USING
SENSOR-BASED MEASURES OF POSTURE, GAIT, AND TRANSITIONS 176
LUCA PALMERINI, SABATO MELLONE, GUIDO AVANZOLINI,
FRANCO VALZANIA, AND LORENZO CHIARI
FALSE POSITIVE REDUCTION IN DETECTOR IMPLANTATION 181
NOELIA VDLLEZ, GLORIA BUENO, AND OSCAR DENIZ
7.
SEMANTIC TECHNOLOGY II
REDUNDANT ELEMENTS IN SNOMED CT CONCEPT DEFINITIONS 186
KATHRIN DENTLER AND RONALD CORNET
MEDICAL ONTOLOGY VALIDATION THROUGH QUESTION ANSWERING 196
ASMA BEN ABACHA, MARCOS DA SILVEIRA, AND CEDRIC PRUSKI
XV1JI TABLE OF CONTENTS
LEXICAL CHARACTERIZATION AND ANALYSIS OF THE BIOPORTAL ONTOLOGIES 206
MANUEL QUESADA-MARTINEZ, JESUALDO TOMDS FERNANDEZ-BREIS, AND
ROBERT STEVENS
ONTOLOGY-BASED REENGINEERING OF THE SNOMED CT CONTEXT MODEL . 216
CATALINA MARTINEZ-COSTA AND STEFAN SCHULZ
USING A CROSS-LANGUAGE APPROACH TO ACQUIRE NEW MAPPINGS
BETWEEN TWO BIOMEDICAL TERMINOLOGIES 221
FLEUR MOUGIN AND NATALIA GRABAR
8. TEMPORAL DATA VISUALIZATION AND ANALYSIS
CLINICAL TIME SERIES PREDICTION WITH A HIERARCHICAL DYNAMICAL
SYSTEM 227
ZITAO LIU AND MILOS HAUSKRECHT
EXTRACTION, ANALYSIS, AND VISUALIZATION OF TEMPORAL ASSOCIATION RULES
FROM INTERVAL-BASED CLINICAL DATA 238
CARLO COMBI AND ALBERTO SABAINI
LEARNING TO IDENTIFY INAPPROPRIATE ANTIMICROBIAL PRESCRIPTIONS 248
MATHIEU BEAUDOIN, FRODUALD KABANZA, VINCENT NAULT, AND
LOUIS VALIQUETTE
AN APPROACH FOR MINING CARE TRAJECTORIES FOR CHRONIC DISEASES 258
ELIAS EGHO, NICOLAS JAY, CHEDY RAISSI, GILLES NUEMI,
CATHERINE QUANTIN, AND AMEDEO NAPOLI
SIMILARITY MEASURING BETWEEN PATIENT TRACES FOR CLINICAL PATHWAY
ANALYSIS 268
ZHENGXING HUANG, XUDONG LU, AND HUILONG DUAN
9. NATURAL LANGUAGE PROCESSING
INSTANTIATING INTERACTIVE NARRATIVES FROM PATIENT EDUCATION
DOCUMENTS 273
FRED CHARLES, MARC CAVAZZA, CAMERON SMITH, GERSENDE GEORG, AND
JULIE PORTEOUS
ADDED-VALUE OF AUTOMATIC MULTILINGUAL TEXT ANALYSIS FOR EPIDEMIC
SURVEILLANCE 284
GAEL LEJEUNE, ROMAIN BRIXTEL, CHARLOTTE LECLUZE,
ANTOINE DOUCET, AND NADINE LUCAS
AN APPROACH FOR QUERY-FOCUSED TEXT SUMMARISATION FOR EVIDENCE
BASED MEDICINE 295
ABEED SARKER, DIEGO MOLLD, AND CECILE PARIS
TABLE OF CONTENTS XIX
CLUSTERING OF
MEDICAL PUBLICATIONS
FOR
EVIDENCE BASED MEDICINE
SUMMARISATION
305
SARA FAISAL SHASH AND DIEGO MOLLA
CLASSIFYING
MEASUREMENTS IN DICTATED, FREE-TEXT RADIOLOGY REPORTS . 310
MERLIJN SEVENSTER
AUTHOR INDEX 315 |
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| spelling | Artificial intelligence in medicine 14th Conference on Artificial Intelligence in Medicine, AIME 2013, Murcia, Spain, May 29 - June 1, 2013 ; proceedings Niels Peek ... (eds.) Berlin [u.a.] Springer 2013 XVII, 316 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Lecture notes in computer science 7885 : Lecture notes in artificial intelligence Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Medizin (DE-588)4038243-6 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2013 Murcia gnd-content Medizin (DE-588)4038243-6 s Künstliche Intelligenz (DE-588)4033447-8 s DE-604 Peek, Niels 1979- Sonstige (DE-588)1035298856 oth Conference on Artificial Intelligence in Medicine 14 2013 Murcia Sonstige (DE-588)1035272407 oth Lecture notes in computer science 7885 : Lecture notes in artificial intelligence (DE-604)BV000000607 7885 X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=4301483&prov=M&dok_var=1&dok_ext=htm Inhaltstext DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026036273&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Artificial intelligence in medicine 14th Conference on Artificial Intelligence in Medicine, AIME 2013, Murcia, Spain, May 29 - June 1, 2013 ; proceedings Lecture notes in computer science Künstliche Intelligenz (DE-588)4033447-8 gnd Medizin (DE-588)4038243-6 gnd |
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| title | Artificial intelligence in medicine 14th Conference on Artificial Intelligence in Medicine, AIME 2013, Murcia, Spain, May 29 - June 1, 2013 ; proceedings |
| title_auth | Artificial intelligence in medicine 14th Conference on Artificial Intelligence in Medicine, AIME 2013, Murcia, Spain, May 29 - June 1, 2013 ; proceedings |
| title_exact_search | Artificial intelligence in medicine 14th Conference on Artificial Intelligence in Medicine, AIME 2013, Murcia, Spain, May 29 - June 1, 2013 ; proceedings |
| title_full | Artificial intelligence in medicine 14th Conference on Artificial Intelligence in Medicine, AIME 2013, Murcia, Spain, May 29 - June 1, 2013 ; proceedings Niels Peek ... (eds.) |
| title_fullStr | Artificial intelligence in medicine 14th Conference on Artificial Intelligence in Medicine, AIME 2013, Murcia, Spain, May 29 - June 1, 2013 ; proceedings Niels Peek ... (eds.) |
| title_full_unstemmed | Artificial intelligence in medicine 14th Conference on Artificial Intelligence in Medicine, AIME 2013, Murcia, Spain, May 29 - June 1, 2013 ; proceedings Niels Peek ... (eds.) |
| title_short | Artificial intelligence in medicine |
| title_sort | artificial intelligence in medicine 14th conference on artificial intelligence in medicine aime 2013 murcia spain may 29 june 1 2013 proceedings |
| title_sub | 14th Conference on Artificial Intelligence in Medicine, AIME 2013, Murcia, Spain, May 29 - June 1, 2013 ; proceedings |
| topic | Künstliche Intelligenz (DE-588)4033447-8 gnd Medizin (DE-588)4038243-6 gnd |
| topic_facet | Künstliche Intelligenz Medizin Konferenzschrift 2013 Murcia |
| url | http://deposit.dnb.de/cgi-bin/dokserv?id=4301483&prov=M&dok_var=1&dok_ext=htm http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026036273&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV000000607 |
| work_keys_str_mv | AT peekniels artificialintelligenceinmedicine14thconferenceonartificialintelligenceinmedicineaime2013murciaspainmay29june12013proceedings AT conferenceonartificialintelligenceinmedicinemurcia artificialintelligenceinmedicine14thconferenceonartificialintelligenceinmedicineaime2013murciaspainmay29june12013proceedings |