Artificial Intelligence in Medicine : 20th International Conference on Artificial Intelligence in Medicine, AIME 2022, Halifax, NS, Canada, June 14–17, 2022, Proceedings / edited by Martin Michalowski, Syed Sibte Raza Abidi, Samina Abidi.

Format:

Book

Contributor:

Michalowski, Martin, editor.

Series:

Lecture Notes in Artificial Intelligence, 2945-9141 ; 13263

Language:

English

Subjects (All):

Artificial intelligence.

Data structures (Computer science).

Information theory.

Application software.

Computer vision.

Computer networks.

Artificial Intelligence.

Data Structures and Information Theory.

Computer and Information Systems Applications.

Computer Vision.

Computer Communication Networks.

Local Subjects:

Artificial Intelligence.

Data Structures and Information Theory.

Computer and Information Systems Applications.

Computer Vision.

Computer Communication Networks.

Physical Description:

1 online resource (468 pages)

Edition:

1st ed. 2022.

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2022.

Summary:

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.

Contents:

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 reconstructionwith 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.

Other Format:

Print version: Michalowski, Martin Artificial Intelligence in Medicine

ISBN:

3-031-09342-9