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12. AIME 2009: Verona, Italy
- Carlo Combi, Yuval Shahar, Ameen Abu-Hanna:
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
A Temporal Data Mining Approach for Discovering Knowledge on the Changes of the Patient's Physiology. 26-35 - José M. Juárez, Manuel Campos
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
Temporal Data Mining of HIV Registries: Results from a 25 Years Follow-Up. 56-60
Therapy Planning, Scheduling and Guideline-Based Care
- Marco Beccuti
Modeling Clinical Guidelines through Petri Nets. 61-70 - Ivan B. Vermeulen, Sander M. Bohté, 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
Towards the Merging of Multiple Clinical Protocols and Guidelines via Ontology-Driven Modeling. 81-85 - Gersende Georg, Hugo Hernault, Marc Cavazza
Analysing Clinical Guidelines' Contents with Deontic and Rhetorical Structures. 86-90 - Alessio Bottrighi
A Hybrid Approach to Clinical Guideline and to Basic Medical Knowledge Conformance. 91-95 - Elizabeth Black
Goal-Based Decisions for Dynamic Planning. 96-100 - Dobrila Petrovic
Genetic Algorithm Based Scheduling of Radiotherapy Treatments for Cancer Patients. 101-105
Case-Based Reasoning
- Alexander Schlaefer
Feasibility of Case-Based Beam Generation for Robotic Radiosurgery. 106-115 - David McSherry:
Conversational Case-Based Reasoning in Medical Classification and Diagnosis. 116-125
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
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
Implementing a Clinical Decision Support System for Glucose Control for the Intensive Cardiac Care. 161-165 - Steen Andreassen
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
A Mobile Clinical Decision Support System for Clubfoot Treatment. 181-185 - Azizi Ab Aziz
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 - Polina Mihova
One Telemedical Solution in Bulgaria. 196-200 - Kaya Kuru
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
Using Existing Biomedical Resources to Detect and Ground Terms in Biomedical Literature. 225-234 - David Riaño
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
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
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
Mealtime Blood Glucose Classifier Based on Fuzzy Logic for the DIABTel Telemedicine System. 295-304 - Phattanapon Rhienmora
Providing Objective Feedback on Skill Assessment in a Dental Surgical Training Simulator. 305-314 - Daniel Voigt, Michael Döllinger
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
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
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
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
Learning Approach to Analyze Tumour Heterogeneity in DCE-MRI Data During Anti-cancer Treatment. 385-389 - Andriy I. Batchinsky, José 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
- Marina Velikova, Maurice Samulski, Peter J. F. Lucas, Nico Karssemeijer:
Causal Probabilistic Modelling for Two-View Mammographic Analysis. 395-404 - Nivea de Carvalho Ferreira, Peter J. F. Lucas:
Modelling Screening Mammography Images: A Probabilistic Relational Approach. 405-409 - Marianne Mueller, Rómer Rosales, Harald Steck, Sriram Krishnan, Bharat Rao, Stefan Kramer:
Data-Efficient Information-Theoretic Test Selection. 410-415
Gene and Protein Data
- Adelaide Freitas
Effect of Background Correction on Cancer Classification with Gene Expression Data. 416-420 - Francesca Mulas, Tomaz Curk
On Quality of Different Annotation Sources for Gene Expression Analysis. 421-425 - Angelo Nuzzo, Alberto Riva
An Architecture for Automated Reasoning Systems for Genome-Wide Studies. 426-430 - Italo Zoppis
A Mutual Information Approach to Data Integration for Alzheimer's Disease Patients. 431-435
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