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会议文集


文集名Artificial Intelligence in Medicine
会议名20th International Conference on Artificial Intelligence in Medicine (AIME 2022)
中译名《第二十届国际医学人工智能会议》
会议日期June 14-17, 2022
会议地点Halifax, NS, Canada
出版年2022
馆藏号344128


题名作者出版年
Explainable Decision Support Using Task Network Models in Notation3: Computerizing Lipid Management Clinical Guidelines as Interactive Task NetworksWilliam Van Woensel; Samina Abidi; Karthik Tennankore; George Worthen; Syed Sibte Raza Abidi2022
Towards an AI Planning-Based Pipeline for the Management of Multimorbid PatientsMalvika Rao; Martin Michalowski; Szymon Wilk; Wojtek Michalowski; Amanda Coles; Marc Carrier2022
A Knowledge Graph Completion Method Applied to Literature-Based Discovery for Predicting Missing Links Targeting Cancer Drug RepurposingAli Daowd; Samina Abidi; Syed Sibte Raza Abidi2022
An Ontology to Support Automatic Drug Dose TitrationDavid Riano; Jose-Ramon Alonso; Spela Pecnik; Aida Kamisalic2022
Ontological Representation of Causal Relations for a Deep Understanding of Associations Between Variables in EpidemiologyThibaut Pressat Laffouilhere; Julien Grosjean; Jean Pinson; Stefan J. Darmoni; Emilie Leveque; Emilie Lanoy; Jacques Benichou; Lina F. Soualmia2022
Explainable Clinical Decision Support: Towards Patient-Facing Explanations for Education and Long-Term Behavior ChangeWilliam Van Woensel; Floriano Scioscia; Giuseppe Loseto; Oshani Seneviratne; Evan Patton; Samina Abidi; Lalana Kagal2022
Assessing Knee Osteoarthritis Severity and Biomechanical Changes After Total Knee Arthroplasty Using Self-organizing MapsKathryn Young-Shand; Patrice Roy; Michael Dunbar; Syed Sibte Raza Abidi; Janie Wilson2022
NeuralSympCheck: A Symptom Checking and Disease Diagnostic Neural Model with Logic RegularizationAleksandr Nesterov; Bulat Ibragimov; Dmitriy Umerenkov; Artem Shelmanov; Galina Zubkova; Vladimir Kokh2022
Extracting Surrogate Decision Trees from Black-Box Models to Explain the Temporal Importance of Clinical Features in Predicting Kidney Graft SurvivalJaber Rad; Karthik K. Tennankore; Amanda Vinson; Syed Sibte Raza Abidi2022
Recurrence and Self-attention vs the Transformer for Time-Series Classification: A Comparative StudyAlexander Katrompas; Theodoros Ntakouris; Vangelis Metsis2022
Integrating Graph Convolutional Networks (GCNNs) and Long Short-Term Memory (LSTM) for Efficient Diagnosis of AutismKashaf Masood; Rasha Kashef2022
Hierarchical Deep Multi-task Learning for Classification of Patient DiagnosesSalim Malakouti; Milos Hauskrecht2022
TTS-GAN: A Transformer-Based Time-Series Generative Adversarial NetworkXiaomin Li; Vangelis Metsis; Huangyingrui Wang; Anne Hee Hiong Ngu2022
Instrumented Timed Up and Go Test Using Inertial Sensors from Consumer Wearable DevicesMiguel Matey-Sanz; Alberto Gonzalez-Perez; Sven Casteleyn; Carlos Granell2022
Learning to Adapt Dynamic Clinical Event Sequences with Residual Mixture of ExpertsJeong Min Lee; Milos Hauskrecht2022
Improving Prediction Models' Propriety in Intensive-Care Unit, by Enforcing an Advance Notice PeriodTomer Hermelin; Pierre Singer; Nadav Rappoport2022
DP-CTGAN: Differentially Private Medical Data Generation Using CTGANsMei Ling Fang; Devendra Singh Dhami; Kristian Kersting2022
EpidRLearn: Learning Intervention Strategies for Epidemics with Reinforcement LearningMaria Bampa; Tobias Fasth; Sindri Magnusson; Panagiotis Papapetrou2022
Discovering Instantaneous Granger Causalities in Non-stationary Categorical Time Series DataNoor Jamaludeen; Vishnu Unnikrishnan; Andre Brechmann; Myra Spiliopoulou2022
Comparison of Classification with Reject Option Approaches on MIMIC-IV DatasetGerta Salillari; Nadav Rappoport2022
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