12. AIME 2009:
Verona,
Italy
Carlo Combi, Yuval Shahar, Ameen Abu-Hanna (Eds.):
Artificial Intelligence in Medicine, 12th Conference on Artificial Intelligence in Medicine, AIME 2009, Verona, Italy, July 18-22, 2009. Proceedings.
Lecture Notes in Computer Science 5651 2009, ISBN 978-3-642-02975-2 
Invited Talks
- Carol Friedman:
Discovering Novel Adverse Drug Events Using Natural Language Processing and Mining of the Electronic Health Record.
1-5
- Catherine Garbay:
Computer Vision: A Plea for a Constructivist View.
6-15
Temporal Reasoning and Temporal Data Mining
- Stefano Concaro, Lucia Sacchi, Carlo Cerra, Pietro Fratino, Riccardo Bellazzi:
Mining Healthcare Data with Temporal Association Rules: Improvements and Assessment for a Practical Use.
16-25
- Corrado Loglisci, Donato Malerba:
A Temporal Data Mining Approach for Discovering Knowledge on the Changes of the Patient's Physiology.
26-35
- José M. Juárez, Manuel Campos, José Palma, Francisco Palacios, Roque Marín:
Severity Evaluation Support for Burns Unit Patients Based on Temporal Episodic Knowledge Retrieval.
36-45
- Feng Gao, Yaji Sripada, Jim Hunter, François Portet:
Using Temporal Constraints to Integrate Signal Analysis and Domain Knowledge in Medical Event Detection.
46-55
- Paloma Chausa, César Cáceres, Lucia Sacchi, Agathe León, Felipe García, Riccardo Bellazzi, Enrique J. Gómez:
Temporal Data Mining of HIV Registries: Results from a 25 Years Follow-Up.
56-60
Therapy Planning,
Scheduling and Guideline-Based Care
- Marco Beccuti, Alessio Bottrighi, Giuliana Franceschinis, Stefania Montani, Paolo Terenziani:
Modeling Clinical Guidelines through Petri Nets.
61-70
- Ivan B. Vermeulen, Sander M. Bohte, Peter A. N. Bosman, Sylvia G. Elkhuizen, Piet J. M. Bakker, Johannes A. La Poutré:
Optimization of Online Patient Scheduling with Urgencies and Preferences.
71-80
- Samina Raza Abidi, Syed Sibte Raza Abidi:
Towards the Merging of Multiple Clinical Protocols and Guidelines via Ontology-Driven Modeling.
81-85
- Gersende Georg, Hugo Hernault, Marc Cavazza, Helmut Prendinger, Mitsuru Ishizuka:
Analysing Clinical Guidelines' Contents with Deontic and Rhetorical Structures.
86-90
- Alessio Bottrighi, Federico Chesani, Paola Mello, Gianpaolo Molino, Marco Montali, Stefania Montani, Sergio Storari, Paolo Terenziani, Mauro Torchio:
A Hybrid Approach to Clinical Guideline and to Basic Medical Knowledge Conformance.
91-95
- Elizabeth Black, David Glasspool, María Adela Grando, Vivek Patkar, John Fox:
Goal-Based Decisions for Dynamic Planning.
96-100
- Dobrila Petrovic, Mohammad Morshed, Sanja Petrovic:
Genetic Algorithm Based Scheduling of Radiotherapy Treatments for Cancer Patients.
101-105
Case-Based Reasoning
Medical Imaging
- Juan C. Caicedo, Angel Cruz-Roa, Fabio A. González:
Histopathology Image Classification Using Bag of Features and Kernel Functions.
126-135
- Matjaz Kukar, Luka Sajn:
Improving Probabilistic Interpretation of Medical Diagnoses with Multi-resolution Image Parameterization: A Case Study.
136-145
- Aliaksei Kerhet, Cormac Small, Harvey Quon, Terence Riauka, Russell Greiner, Alexander McEwan, Wilson Roa:
Segmentation of Lung Tumours in Positron Emission Tomography Scans: A Machine Learning Approach.
146-155
- Karim Benzeroual, Mohammed Haouach, Christiane Guinot, Gilles Venturini:
A System for the Acquisition, Interactive Exploration and Annotation of Stereoscopic Images.
156-160
Knowledge-Based and Decision-Support Systems
- Rogier Barendse, Jonathan Lipton, Maarten van Ettinger, Stefan Nelwan, Niek van der Putten:
Implementing a Clinical Decision Support System for Glucose Control for the Intensive Cardiac Care.
161-165
- Steen Andreassen, Alina Zalounina, Knud Buus Pedersen, John Gade, Mical Paul, Leonard Leibovici:
Steps on the Road to Clinical Application of Decision Support - Example TREAT.
166-170
- Sajjad Hussain, Syed Sibte Raza Abidi:
Integrating Healthcare Knowledge Artifacts for Clinical Decision Support: Towards Semantic Web Based Healthcare Knowledge Morphing.
171-175
- Luca Chittaro, Roberto Ranon, Elio Carchietti, Agostino Zampa, Emanuele Biasutti, Luca De Marco, Augusto Senerchia:
A Knowledge-Based System to Support Emergency Medical Services for Disabled Patients.
176-180
- Weiqin Chen, Dag Skjelvik:
A Mobile Clinical Decision Support System for Clubfoot Treatment.
181-185
- Azizi Ab Aziz, Michel C. A. Klein, Jan Treur:
An Ambient Intelligent Agent for Relapse and Recurrence Monitoring in Unipolar Depression.
186-190
- Davide Capozzi, Giordano Lanzola:
An Advanced Platform for Managing Complications of Chronic Diseases.
191-195
- P. Mihova, J. Vinarova, I. Pendzhurov:
One Telemedical Solution in Bulgaria.
196-200
- Kaya Kuru, Sertan Girgin, Kemal Arda:
A Novel Multilingual Report Generation System for Medical Applications.
201-205
Ontologies,
Terminologies and Natural Language
- Vít Novácek, Tudor Groza, Siegfried Handschuh:
CORAAL - Towards Deep Exploitation of Textual Resources in Life Sciences.
206-215
- Stéphane M. Meystre:
Detecting Intuitive Mentions of Diseases in Narrative Clinical Text.
216-224
- Kaarel Kaljurand, Fabio Rinaldi, Thomas Kappeler, Gerold Schneider:
Using Existing Biomedical Resources to Detect and Ground Terms in Biomedical Literature.
225-234
- David Riaño, Francis Real, Fabio Campana, Sara Ercolani, Roberta Annicchiarico:
An Ontology for the Care of the Elder at Home.
235-239
- Silvana Quaglini, Silvia Panzarasa, Tiziana Giorgiani, Chiara Zucchella, Michelangelo Bartolo, Elena Sinforiani, Giorgio Sandrini:
Ontology-Based Personalization and Modulation of Computerized Cognitive Exercises.
240-244
- Lina Maria Rojas-Barahona, Silvana Quaglini, Mario Stefanelli:
HomeNL: Homecare Assistance in Natural Language. An Intelligent Conversational Agent for Hypertensive Patients Management.
245-249
- Laura Moss, Derek H. Sleeman, Malcolm Booth, Malcolm Daniel, Lyndsay Donaldson, Charlotte J. Gilhooly, Martin Hughes, Malcolm Sim, John Kinsella:
Explaining Anomalous Responses to Treatment in the Intensive Care Unit.
250-254
- Stéfan Jacques Darmoni, Suzanne Pereira, Saoussen Sakji, Tayeb Merabti, Élise Prieur, Michel Joubert, Benoît Thirion:
Multiple Terminologies in a Health Portal: Automatic Indexing and Information Retrieval.
255-259
- Jeffery L. Painter, Natalie L. Flowers:
CodeSlinger: An Interactive Biomedical Ontology Browser.
260-264
Data Mining,
Machine Learning,
Classification and Prediction
- Lan Umek, Blaz Zupan, Marko Toplak, Annie Morin, Jean-Hugues Chauchat, Gregor Makovec, Dragica Smrke:
Subgroup Discovery in Data Sets with Multi-dimensional Responses: A Method and a Case Study in Traumatology.
265-274
- Nicoletta Dessì, Barbara Pes:
A Framework for Multi-class Learning in Micro-array Data Analysis.
275-284
- Mohamed Rouane Hacene, Yannick Toussaint, Petko Valtchev:
Mining Safety Signals in Spontaneous Reports Database Using Concept Analysis.
285-294
- Gema García-Sáez, José M. Alonso, Javier Molero, Mercedes Rigla Cros, Iñaki Martínez-Sarriegui, Alberto de Leiva, Enrique J. Gómez, M. Elena Hernando:
Mealtime Blood Glucose Classifier Based on Fuzzy Logic for the DIABTel Telemedicine System.
295-304
- Phattanapon Rhienmora, Peter Haddawy, Siriwan Suebnukarn, Matthew N. Dailey:
Providing Objective Feedback on Skill Assessment in a Dental Surgical Training Simulator.
305-314
- Daniel Voigt, Michael Döllinger, Anxiong Yang, Ulrich Eysholdt, Jörg Lohscheller:
Voice Pathology Classification by Using Features from High-Speed Videos.
315-324
- Joo Heon Shin, Dave Smith, Roman W. Swiniarski, F. Edward Dudek, Andrew White, Kevin Staley, Krzysztof J. Cios:
Analysis of EEG Epileptic Signals with Rough Sets and Support Vector Machines.
325-334
- Yunli Wang, Hongyu Liu, Liqiang Geng, Matthew S. Keays, Yonghua You:
Automatic Detecting Documents Containing Personal Health Information.
335-344
- Rattapoom Waranusast, Peter Haddawy, Matthew N. Dailey:
Segmentation of Text and Non-text in On-Line Handwritten Patient Record Based on Spatio-Temporal Analysis.
345-354
- David Pérez-Rey, Victor Maojo:
An Ontology-Based Method to Link Database Integration and Data Mining within a Biomedical Distributed KDD.
355-359
- Beatriz López, Víctor Barrera, Joaquím Meléndez, Carles Pous, Joan Brunet, Judit Sanz:
Subgroup Discovery for Weight Learning in Breast Cancer Diagnosis.
360-364
- Paola Salle, Sandra Bringay, Maguelonne Teisseire:
Mining Discriminant Sequential Patterns for Aging Brain.
365-369
- Ajay Kumar Tanwani, Muddassar Farooq:
The Role of Biomedical Dataset in Classification.
370-374
- Fedor Zhdanov, Vladimir Vovk, Brian Burford, Dmitry Devetyarov, Ilia Nouretdinov, Alexander Gammerman:
Online Prediction of Ovarian Cancer.
375-379
- Steven Ganzert, Stefan Kramer, Knut Möller, Daniel Steinmann, Josef Guttmann:
Prediction of Mechanical Lung Parameters Using Gaussian Process Models.
380-384
- Alessandro Daducci, Umberto Castellani, Marco Cristani, Paolo Farace, Pasquina Marzola, Andrea Sbarbati, Vittorio Murino:
Learning Approach to Analyze Tumour Heterogeneity in DCE-MRI Data During Anti-cancer Treatment.
385-389
- Andriy I. Batchinsky, Jose Salinas, John A. Jones, Corina Necsoiu, Leopoldo C. Cancio:
Predicting the Need to Perform Life-Saving Interventions in Trauma Patients by Using New Vital Signs and Artificial Neural Networks.
390-394
Probabilistic Modeling and Reasoning
Gene and Protein Data
- Adelaide Freitas, Gladys Castillo, Ana São Marcos:
Effect of Background Correction on Cancer Classification with Gene Expression Data.
416-420
- Francesca Mulas, Tomaz Curk, Riccardo Bellazzi, Blaz Zupan:
On Quality of Different Annotation Sources for Gene Expression Analysis.
421-425
- Angelo Nuzzo, Alberto Riva, Mario Stefanelli, Riccardo Bellazzi:
An Architecture for Automated Reasoning Systems for Genome-Wide Studies.
426-430
- Italo Zoppis, Erica Gianazza, Clizia Chinello, Veronica Mainini, Carmen Galbusera, Carlo Ferrarese, Gloria Galimberti, Alessandro Sorbi, Barbara Borroni, Fulvio Magni, Giancarlo Mauri:
A Mutual Information Approach to Data Integration for Alzheimer's Disease Patients.
431-435
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