東華大學圖書館 |

Artificial intelligence in medicine = 20th International Conference on Artificial Intelligence in Medicine, AIME 2022, Halifax, NS, Canada, June 14-17, 2022 : proceedings /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Artificial intelligence in medicine/ edited by Martin Michalowski, Syed Sibte Raza Abidi, Samina Abidi.
Reminder of title:	20th International Conference on Artificial Intelligence in Medicine, AIME 2022, Halifax, NS, Canada, June 14-17, 2022 : proceedings /
other author:	Michalowski, Martin.
corporate name:	International Conference on Artificial Intelligence in Medicine (2005- )
Published:	Cham :Springer International Publishing : : 2022.,
Description:	xx, 456 p. :ill., digital ;24 cm.
[NT 15003449]:	Knowledge-Based Systems Explainable Decision Support Using Task Network Models in Notation -- Computerizing Lipid Management Clinical Guidelines as Interactive Task Networks -- Towards an AI planning-based pipeline for the management of multimorbid patients -- A Knowledge Graph Completion Method Applied to Literature-Based Discovery for Predicting Missing Links Targeting Cancer Drug Repurposing -- Ontological Representation of Causal Relations for a Deep Understanding of Associations between Variables in Epidemiology -- Explainable Clinical Decision Support: Towards Patient-Facing Explanations for Education and Long-term Behavior Change -- Machine Learning Assessing Knee Biomechanical Osteoarthritis Severity and Biomechanical Changes After Total Knee Arthroplasty Using Self-Organizing Maps -- NeuralSympCheck: A Symptom Checking and Disease Diagnostic Neural Model with Extracting Surrogate Decision Trees from Black-box Models to Explain the Temporal Importance of Clinical Features in Predicting Kidney Graft Survival -- Recurrence and Self-Attention vs the Transformer for Time-Series Classification: A Comparative Study -- Integrating Graph Convolutional Neural Networks and Long Short-Term Memory for Efficient Diagnosis of Autism -- Hierarchical Deep Multi-task learning for Classification of Patient Diagnoses -- TTS-GAN: A Transformer-based Time-Series Generative Adversarial Network -- Predicting Next Kidney Offer for Transplant Candidate Declining Current One -- Wrist Ultrasound Segmentation by Deep Learning -- Early Detection and Classification of Patient-Ventilator Asynchrony using Machine Learning -- On graph construction for classification of clinical trials protocols using Graph Neural Networks -- Medical Image Processing Malignant Mesothelioma Subtyping of Tissue Images via Sampling Driven Multiple Instance Prediction -- Calibrating Histopathology Image Classifiers using Label Smoothing -- InvUNET: Involuted UNET for Breast Tumor Segmentation from Ultrasound -- MRI reconstruction with LassoNet and compressed sensing -- Predictive Modeling A 3-window-based framework for the discovery of predictive functional dependencies from clinical data -- When can I expect the mHealth user to return? Prediction meets time series with gaps -- A novel survival analysis approach to predict the need for intubation in intensive care units -- Awareness of being tested and its effect on reading behaviour -- Natural Language Processing Generating extremely short summaries from the scientific literature to support decisions in primary healthcare: a human evaluation study -- A Russian Medical Language Understanding Benchmark -- Biomedical Semantic Textual Similarity: Evaluation of Sentence Representations Enhanced With Principal Component Reduction and Word Frequency Weighting.
Contained By:	Springer Nature eBook
Subject:	Artificial intelligence - Medical applications -
Online resource:	https://doi.org/10.1007/978-3-031-09342-5
ISBN:	9783031093425

Artificial intelligence in medicine = 20th International Conference on Artificial Intelligence in Medicine, AIME 2022, Halifax, NS, Canada, June 14-17, 2022 : proceedings /
Artificial intelligence in medicine20th International Conference on Artificial Intelligence in Medicine, AIME 2022, Halifax, NS, Canada, June 14-17, 2022 : proceedings /[electronic resource] :edited by Martin Michalowski, Syed Sibte Raza Abidi, Samina Abidi. - Cham :Springer International Publishing :2022. - xx, 456 p. :ill., digital ;24 cm. - Lecture notes in computer science,132630302-9743 ;. - Lecture notes in computer science ;13263..

Knowledge-Based Systems Explainable Decision Support Using Task Network Models in Notation -- Computerizing Lipid Management Clinical Guidelines as Interactive Task Networks -- Towards an AI planning-based pipeline for the management of multimorbid patients -- A Knowledge Graph Completion Method Applied to Literature-Based Discovery for Predicting Missing Links Targeting Cancer Drug Repurposing -- Ontological Representation of Causal Relations for a Deep Understanding of Associations between Variables in Epidemiology -- Explainable Clinical Decision Support: Towards Patient-Facing Explanations for Education and Long-term Behavior Change -- Machine Learning Assessing Knee Biomechanical Osteoarthritis Severity and Biomechanical Changes After Total Knee Arthroplasty Using Self-Organizing Maps -- NeuralSympCheck: A Symptom Checking and Disease Diagnostic Neural Model with Extracting Surrogate Decision Trees from Black-box Models to Explain the Temporal Importance of Clinical Features in Predicting Kidney Graft Survival -- Recurrence and Self-Attention vs the Transformer for Time-Series Classification: A Comparative Study -- Integrating Graph Convolutional Neural Networks and Long Short-Term Memory for Efficient Diagnosis of Autism -- Hierarchical Deep Multi-task learning for Classification of Patient Diagnoses -- TTS-GAN: A Transformer-based Time-Series Generative Adversarial Network -- Predicting Next Kidney Offer for Transplant Candidate Declining Current One -- Wrist Ultrasound Segmentation by Deep Learning -- Early Detection and Classification of Patient-Ventilator Asynchrony using Machine Learning -- On graph construction for classification of clinical trials protocols using Graph Neural Networks -- Medical Image Processing Malignant Mesothelioma Subtyping of Tissue Images via Sampling Driven Multiple Instance Prediction -- Calibrating Histopathology Image Classifiers using Label Smoothing -- InvUNET: Involuted UNET for Breast Tumor Segmentation from Ultrasound -- MRI reconstruction with LassoNet and compressed sensing -- Predictive Modeling A 3-window-based framework for the discovery of predictive functional dependencies from clinical data -- When can I expect the mHealth user to return? Prediction meets time series with gaps -- A novel survival analysis approach to predict the need for intubation in intensive care units -- Awareness of being tested and its effect on reading behaviour -- Natural Language Processing Generating extremely short summaries from the scientific literature to support decisions in primary healthcare: a human evaluation study -- A Russian Medical Language Understanding Benchmark -- Biomedical Semantic Textual Similarity: Evaluation of Sentence Representations Enhanced With Principal Component Reduction and Word Frequency Weighting.

This book constitutes the refereed proceedings of the 20th International Conference on Artificial Intelligence in Medicine, AIME 2022, held in Halifax, NS, Canada, in June 2022. The 39 full papers presented together with 7 short papers were selected from 113 submissions. The papers are grouped in topical sections on knowledge-based system; machine learning; medical image processing; predictive modeling; natural language processing.

ISBN: 9783031093425

Standard No.: 10.1007/978-3-031-09342-5doiSubjects--Topical Terms:

660945
Artificial intelligence
--Medical applications

LC Class. No.: R859.7.A78 / I57 2022

Dewey Class. No.: 610.28563

Artificial intelligence in medicine = 20th International Conference on Artificial Intelligence in Medicine, AIME 2022, Halifax, NS, Canada, June 14-17, 2022 : proceedings /
LDR:04514nmm a2200349 a 4500 001 2302476
003 DE-He213
005 20220708141235.0
006 m d
007 cr nn 008maaau
008 230409s2022 sz s 0 eng d
020 $a 9783031093425 $q (electronic bk.)
020 $a 9783031093418 $q (paper)
024 7 $a 10.1007/978-3-031-09342-5 $2 doi
035 $a 978-3-031-09342-5
040 $a GP $c GP
041 0 $a eng
050 4 $a R859.7.A78 $b I57 2022
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 610.28563 $2 23
090 $a R859.7.A78 $b I61 2022
111 2 $a International Conference on Artificial Intelligence in Medicine (2005- ) $n (20th : $d 2022 : $c Halifax, N.S.) $3 3602829
245 1 0 $a Artificial intelligence in medicine $h [electronic resource] : $b 20th International Conference on Artificial Intelligence in Medicine, AIME 2022, Halifax, NS, Canada, June 14-17, 2022 : proceedings / $c edited by Martin Michalowski, Syed Sibte Raza Abidi, Samina Abidi.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2022.
300 $a xx, 456 p. : $b ill., digital ; $c 24 cm.
490 1 $a Lecture notes in computer science, $x 0302-9743 ; $v 13263
490 1 $a Lecture notes in artificial intelligence
505 0 $a Knowledge-Based Systems Explainable Decision Support Using Task Network Models in Notation -- Computerizing Lipid Management Clinical Guidelines as Interactive Task Networks -- Towards an AI planning-based pipeline for the management of multimorbid patients -- A Knowledge Graph Completion Method Applied to Literature-Based Discovery for Predicting Missing Links Targeting Cancer Drug Repurposing -- Ontological Representation of Causal Relations for a Deep Understanding of Associations between Variables in Epidemiology -- Explainable Clinical Decision Support: Towards Patient-Facing Explanations for Education and Long-term Behavior Change -- Machine Learning Assessing Knee Biomechanical Osteoarthritis Severity and Biomechanical Changes After Total Knee Arthroplasty Using Self-Organizing Maps -- NeuralSympCheck: A Symptom Checking and Disease Diagnostic Neural Model with Extracting Surrogate Decision Trees from Black-box Models to Explain the Temporal Importance of Clinical Features in Predicting Kidney Graft Survival -- Recurrence and Self-Attention vs the Transformer for Time-Series Classification: A Comparative Study -- Integrating Graph Convolutional Neural Networks and Long Short-Term Memory for Efficient Diagnosis of Autism -- Hierarchical Deep Multi-task learning for Classification of Patient Diagnoses -- TTS-GAN: A Transformer-based Time-Series Generative Adversarial Network -- Predicting Next Kidney Offer for Transplant Candidate Declining Current One -- Wrist Ultrasound Segmentation by Deep Learning -- Early Detection and Classification of Patient-Ventilator Asynchrony using Machine Learning -- On graph construction for classification of clinical trials protocols using Graph Neural Networks -- Medical Image Processing Malignant Mesothelioma Subtyping of Tissue Images via Sampling Driven Multiple Instance Prediction -- Calibrating Histopathology Image Classifiers using Label Smoothing -- InvUNET: Involuted UNET for Breast Tumor Segmentation from Ultrasound -- MRI reconstruction with LassoNet and compressed sensing -- Predictive Modeling A 3-window-based framework for the discovery of predictive functional dependencies from clinical data -- When can I expect the mHealth user to return? Prediction meets time series with gaps -- A novel survival analysis approach to predict the need for intubation in intensive care units -- Awareness of being tested and its effect on reading behaviour -- Natural Language Processing Generating extremely short summaries from the scientific literature to support decisions in primary healthcare: a human evaluation study -- A Russian Medical Language Understanding Benchmark -- Biomedical Semantic Textual Similarity: Evaluation of Sentence Representations Enhanced With Principal Component Reduction and Word Frequency Weighting.
520 $a This book constitutes the refereed proceedings of the 20th International Conference on Artificial Intelligence in Medicine, AIME 2022, held in Halifax, NS, Canada, in June 2022. The 39 full papers presented together with 7 short papers were selected from 113 submissions. The papers are grouped in topical sections on knowledge-based system; machine learning; medical image processing; predictive modeling; natural language processing.
650 0 $a Artificial intelligence $x Medical applications $x Congresses. $3 660945
650 0 $a Medical informatics $v Congresses. $3 590642
650 1 4 $a Artificial Intelligence. $3 769149
650 2 4 $a Data Structures and Information Theory. $3 3382368
650 2 4 $a Computer and Information Systems Applications. $3 3538505
650 2 4 $a Computer Vision. $3 3538524
650 2 4 $a Computer Communication Networks. $3 775497
700 1 $a Michalowski, Martin. $3 3443413
700 1 $a Abidi, Syed Sibte Raza. $3 3602830
700 1 $a Abidi, Samina. $3 3602831
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
830 0 $a Lecture notes in computer science ; $v 13263. $3 3602832
830 0 $a Lecture notes in artificial intelligence. $3 3382562
856 4 0 $u https://doi.org/10.1007/978-3-031-09342-5
950 $a Computer Science (SpringerNature-11645)