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Artificial intelligence in medicine : 12th Conference on Artificial Intelligence in Medicine, AIME 2009, Verona, Italy, July 18-22, 2009 : proceedings / / Carlo Combi, Yuval Shahar, Ameen Abu-Hanna (editors)
| Artificial intelligence in medicine : 12th Conference on Artificial Intelligence in Medicine, AIME 2009, Verona, Italy, July 18-22, 2009 : proceedings / / Carlo Combi, Yuval Shahar, Ameen Abu-Hanna (editors) |
| Edizione | [1st ed. 2009.] |
| Pubbl/distr/stampa | Berlin ; ; New York : , : Springer, , [2009] |
| Descrizione fisica | 1 online resource (454 p.) |
| Disciplina | 610.28563 |
| Collana | Lecture notes in computer science |
| Soggetto topico |
Artificial intelligence - Medical applications
Medical informatics Artificial intelligence |
| ISBN |
1-282-33193-0
9786612331930 3-642-02976-0 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Invited Talks -- Discovering Novel Adverse Drug Events Using Natural Language Processing and Mining of the Electronic Health Record -- Computer Vision: A Plea for a Constructivist View -- Temporal Reasoning and Temporal Data Mining -- Mining Healthcare Data with Temporal Association Rules: Improvements and Assessment for a Practical Use -- A Temporal Data Mining Approach for Discovering Knowledge on the Changes of the Patient’s Physiology -- Severity Evaluation Support for Burns Unit Patients Based on Temporal Episodic Knowledge Retrieval -- Using Temporal Constraints to Integrate Signal Analysis and Domain Knowledge in Medical Event Detection -- Temporal Data Mining of HIV Registries: Results from a 25 Years Follow-Up -- Therapy Planning, Scheduling and Guideline-Based Care -- Modeling Clinical Guidelines through Petri Nets -- Optimization of Online Patient Scheduling with Urgencies and Preferences -- Towards the Merging of Multiple Clinical Protocols and Guidelines via Ontology-Driven Modeling -- Analysing Clinical Guidelines’ Contents with Deontic and Rhetorical Structures -- A Hybrid Approach to Clinical Guideline and to Basic Medical Knowledge Conformance -- Goal-Based Decisions for Dynamic Planning -- Genetic Algorithm Based Scheduling of Radiotherapy Treatments for Cancer Patients -- Case-Based Reasoning -- Feasibility of Case-Based Beam Generation for Robotic Radiosurgery -- Conversational Case-Based Reasoning in Medical Classification and Diagnosis -- Medical Imaging -- Histopathology Image Classification Using Bag of Features and Kernel Functions -- Improving Probabilistic Interpretation of Medical Diagnoses with Multi-resolution Image Parameterization: A Case Study -- Segmentation of Lung Tumours in Positron Emission Tomography Scans: A Machine Learning Approach -- A System for the Acquisition, Interactive Exploration and Annotation of Stereoscopic Images -- Knowledge-Based and Decision-Support Systems -- Implementing a Clinical Decision Support System for Glucose Control for the Intensive Cardiac Care -- Steps on the Road to Clinical Application of Decision Support – Example TREAT -- Integrating Healthcare Knowledge Artifacts for Clinical Decision Support: Towards Semantic Web Based Healthcare Knowledge Morphing -- A Knowledge-Based System to Support Emergency Medical Services for Disabled Patients -- A Mobile Clinical Decision Support System for Clubfoot Treatment -- An Ambient Intelligent Agent for Relapse and Recurrence Monitoring in Unipolar Depression -- An Advanced Platform for Managing Complications of Chronic Diseases -- One Telemedical Solution in Bulgaria -- A Novel Multilingual Report Generation System for Medical Applications -- Ontologies, Terminologies and Natural Language -- CORAAL – Towards Deep Exploitation of Textual Resources in Life Sciences -- Detecting Intuitive Mentions of Diseases in Narrative Clinical Text -- Using Existing Biomedical Resources to Detect and Ground Terms in Biomedical Literature -- An Ontology for the Care of the Elder at Home -- Ontology-Based Personalization and Modulation of Computerized Cognitive Exercises -- HomeNL: Homecare Assistance in Natural Language. An Intelligent Conversational Agent for Hypertensive Patients Management -- Explaining Anomalous Responses to Treatment in the Intensive Care Unit -- Multiple Terminologies in a Health Portal: Automatic Indexing and Information Retrieval -- CodeSlinger: An Interactive Biomedical Ontology Browser -- Data Mining, Machine Learning, Classification and Prediction -- Subgroup Discovery in Data Sets with Multi–dimensional Responses: A Method and a Case Study in Traumatology -- A Framework for Multi-class Learning in Micro-array Data Analysis -- Mining Safety Signals in Spontaneous Reports Database Using Concept Analysis -- Mealtime Blood Glucose Classifier Based on Fuzzy Logic for the DIABTel Telemedicine System -- Providing Objective Feedback on Skill Assessment in a Dental Surgical Training Simulator -- Voice Pathology Classification by Using Features from High-Speed Videos -- Analysis of EEG Epileptic Signals with Rough Sets and Support Vector Machines -- Automatic Detecting Documents Containing Personal Health Information -- Segmentation of Text and Non-text in On-Line Handwritten Patient Record Based on Spatio-Temporal Analysis -- An Ontology-Based Method to Link Database Integration and Data Mining within a Biomedical Distributed KDD -- Subgroup Discovery for Weight Learning in Breast Cancer Diagnosis -- Mining Discriminant Sequential Patterns for Aging Brain -- The Role of Biomedical Dataset in Classification -- Online Prediction of Ovarian Cancer -- Prediction of Mechanical Lung Parameters Using Gaussian Process Models -- Learning Approach to Analyze Tumour Heterogeneity in DCE-MRI Data During Anti-cancer Treatment -- Predicting the Need to Perform Life-Saving Interventions in Trauma Patients by Using New Vital Signs and Artificial Neural Networks -- Probabilistic Modeling and Reasoning -- Causal Probabilistic Modelling for Two-View Mammographic Analysis -- Modelling Screening Mammography Images: A Probabilistic Relational Approach -- Data-Efficient Information-Theoretic Test Selection -- Gene and Protein Data -- Effect of Background Correction on Cancer Classification with Gene Expression Data -- On Quality of Different Annotation Sources for Gene Expression Analysis -- An Architecture for Automated Reasoning Systems for Genome-Wide Studies -- A Mutual Information Approach to Data Integration for Alzheimer’s Disease Patients. |
| Altri titoli varianti | AIME 2009 |
| Record Nr. | UNINA-9910484325403321 |
| Berlin ; ; New York : , : Springer, , [2009] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Artificial intelligence in medicine : 12th Conference on Artificial Intelligence in Medicine, AIME 2009, Verona, Italy, July 18-22, 2009 : proceedings / / Carlo Combi, Yuval Shahar, Ameen Abu-Hanna (editors)
| Artificial intelligence in medicine : 12th Conference on Artificial Intelligence in Medicine, AIME 2009, Verona, Italy, July 18-22, 2009 : proceedings / / Carlo Combi, Yuval Shahar, Ameen Abu-Hanna (editors) |
| Edizione | [1st ed. 2009.] |
| Pubbl/distr/stampa | Berlin ; ; New York : , : Springer, , [2009] |
| Descrizione fisica | 1 online resource (454 p.) |
| Disciplina | 610.28563 |
| Collana | Lecture notes in computer science |
| Soggetto topico |
Artificial intelligence - Medical applications
Medical informatics Artificial intelligence |
| ISBN |
1-282-33193-0
9786612331930 3-642-02976-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Invited Talks -- Discovering Novel Adverse Drug Events Using Natural Language Processing and Mining of the Electronic Health Record -- Computer Vision: A Plea for a Constructivist View -- Temporal Reasoning and Temporal Data Mining -- Mining Healthcare Data with Temporal Association Rules: Improvements and Assessment for a Practical Use -- A Temporal Data Mining Approach for Discovering Knowledge on the Changes of the Patient’s Physiology -- Severity Evaluation Support for Burns Unit Patients Based on Temporal Episodic Knowledge Retrieval -- Using Temporal Constraints to Integrate Signal Analysis and Domain Knowledge in Medical Event Detection -- Temporal Data Mining of HIV Registries: Results from a 25 Years Follow-Up -- Therapy Planning, Scheduling and Guideline-Based Care -- Modeling Clinical Guidelines through Petri Nets -- Optimization of Online Patient Scheduling with Urgencies and Preferences -- Towards the Merging of Multiple Clinical Protocols and Guidelines via Ontology-Driven Modeling -- Analysing Clinical Guidelines’ Contents with Deontic and Rhetorical Structures -- A Hybrid Approach to Clinical Guideline and to Basic Medical Knowledge Conformance -- Goal-Based Decisions for Dynamic Planning -- Genetic Algorithm Based Scheduling of Radiotherapy Treatments for Cancer Patients -- Case-Based Reasoning -- Feasibility of Case-Based Beam Generation for Robotic Radiosurgery -- Conversational Case-Based Reasoning in Medical Classification and Diagnosis -- Medical Imaging -- Histopathology Image Classification Using Bag of Features and Kernel Functions -- Improving Probabilistic Interpretation of Medical Diagnoses with Multi-resolution Image Parameterization: A Case Study -- Segmentation of Lung Tumours in Positron Emission Tomography Scans: A Machine Learning Approach -- A System for the Acquisition, Interactive Exploration and Annotation of Stereoscopic Images -- Knowledge-Based and Decision-Support Systems -- Implementing a Clinical Decision Support System for Glucose Control for the Intensive Cardiac Care -- Steps on the Road to Clinical Application of Decision Support – Example TREAT -- Integrating Healthcare Knowledge Artifacts for Clinical Decision Support: Towards Semantic Web Based Healthcare Knowledge Morphing -- A Knowledge-Based System to Support Emergency Medical Services for Disabled Patients -- A Mobile Clinical Decision Support System for Clubfoot Treatment -- An Ambient Intelligent Agent for Relapse and Recurrence Monitoring in Unipolar Depression -- An Advanced Platform for Managing Complications of Chronic Diseases -- One Telemedical Solution in Bulgaria -- A Novel Multilingual Report Generation System for Medical Applications -- Ontologies, Terminologies and Natural Language -- CORAAL – Towards Deep Exploitation of Textual Resources in Life Sciences -- Detecting Intuitive Mentions of Diseases in Narrative Clinical Text -- Using Existing Biomedical Resources to Detect and Ground Terms in Biomedical Literature -- An Ontology for the Care of the Elder at Home -- Ontology-Based Personalization and Modulation of Computerized Cognitive Exercises -- HomeNL: Homecare Assistance in Natural Language. An Intelligent Conversational Agent for Hypertensive Patients Management -- Explaining Anomalous Responses to Treatment in the Intensive Care Unit -- Multiple Terminologies in a Health Portal: Automatic Indexing and Information Retrieval -- CodeSlinger: An Interactive Biomedical Ontology Browser -- Data Mining, Machine Learning, Classification and Prediction -- Subgroup Discovery in Data Sets with Multi–dimensional Responses: A Method and a Case Study in Traumatology -- A Framework for Multi-class Learning in Micro-array Data Analysis -- Mining Safety Signals in Spontaneous Reports Database Using Concept Analysis -- Mealtime Blood Glucose Classifier Based on Fuzzy Logic for the DIABTel Telemedicine System -- Providing Objective Feedback on Skill Assessment in a Dental Surgical Training Simulator -- Voice Pathology Classification by Using Features from High-Speed Videos -- Analysis of EEG Epileptic Signals with Rough Sets and Support Vector Machines -- Automatic Detecting Documents Containing Personal Health Information -- Segmentation of Text and Non-text in On-Line Handwritten Patient Record Based on Spatio-Temporal Analysis -- An Ontology-Based Method to Link Database Integration and Data Mining within a Biomedical Distributed KDD -- Subgroup Discovery for Weight Learning in Breast Cancer Diagnosis -- Mining Discriminant Sequential Patterns for Aging Brain -- The Role of Biomedical Dataset in Classification -- Online Prediction of Ovarian Cancer -- Prediction of Mechanical Lung Parameters Using Gaussian Process Models -- Learning Approach to Analyze Tumour Heterogeneity in DCE-MRI Data During Anti-cancer Treatment -- Predicting the Need to Perform Life-Saving Interventions in Trauma Patients by Using New Vital Signs and Artificial Neural Networks -- Probabilistic Modeling and Reasoning -- Causal Probabilistic Modelling for Two-View Mammographic Analysis -- Modelling Screening Mammography Images: A Probabilistic Relational Approach -- Data-Efficient Information-Theoretic Test Selection -- Gene and Protein Data -- Effect of Background Correction on Cancer Classification with Gene Expression Data -- On Quality of Different Annotation Sources for Gene Expression Analysis -- An Architecture for Automated Reasoning Systems for Genome-Wide Studies -- A Mutual Information Approach to Data Integration for Alzheimer’s Disease Patients. |
| Altri titoli varianti | AIME 2009 |
| Record Nr. | UNISA-996465834503316 |
| Berlin ; ; New York : , : Springer, , [2009] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||