Guo Tong Xie
Orcid: 0000-0002-2772-8961Affiliations:
- Ping An Health Technology, Beijing, China
- IBM Research, Beijing, China
According to our database1,
Guo Tong Xie
authored at least 162 papers
between 2004 and 2024.
Collaborative distances:
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Bibliography
2024
Inf. Fusion, February, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
2023
Knowl. Inf. Syst., October, 2023
Improving drug-target affinity prediction via feature fusion and knowledge distillation.
Briefings Bioinform., May, 2023
Predicting the trend and outbreak of influenza A using machine learning algorithms in Shenzhen, China.
Proceedings of the 2023 4th International Symposium on Artificial Intelligence for Medicine Science, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Proceedings of the Database Systems for Advanced Applications, 2023
Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023
BADGE: Speeding Up BERT Inference after Deployment via Block-wise Bypasses and Divergence-based Early Exiting.
Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
2022
Pattern Recognit., 2022
PASH at TREC 2021 Deep Learning Track: Generative Enhanced Model for Multi-stage Ranking.
CoRR, 2022
CandidateDrug4Cancer: An Open Molecular Graph Learning Benchmark on Drug Discovery for Cancer.
CoRR, 2022
Autonomous localization and segmentation for body composition quantization on abdominal CT.
Biomed. Signal Process. Control., 2022
Proceedings of the Semantic Web - ISWC 2022, 2022
SFE-AI at SemEval-2022 Task 11: Low-Resource Named Entity Recognition using Large Pre-trained Language Models.
Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022
Integrating Medical Code Descriptions and Building Text Classification Models for Diagnostic Decision Support.
Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022
Proceedings of the 33rd British Machine Vision Conference 2022, 2022
Proceedings of the 33rd British Machine Vision Conference 2022, 2022
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
A Simple Hash-Based Early Exiting Approach For Language Understanding and Generation.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022
2021
Prediction of Three-Dimensional Radiotherapy Optimal Dose Distributions for Lung Cancer Patients With Asymmetric Network.
IEEE J. Biomed. Health Informatics, 2021
ALeRT-COVID: Attentive Lockdown-awaRe Transfer Learning for Predicting COVID-19 Pandemics in Different Countries.
J. Heal. Informatics Res., 2021
An integrated framework for modelling quantitative effects of entry restrictions and travel quarantine on importation risk of COVID-19.
J. Biomed. Informatics, 2021
Automated vertebral landmarks and spinal curvature estimation using non-directional part affinity fields.
Neurocomputing, 2021
Superpixel-Based Building Damage Detection from Post-earthquake Very High Resolution Imagery Using Deep Neural Networks.
CoRR, 2021
Pairwise Half-graph Discrimination: A Simple Graph-level Self-supervised Strategy for Pre-training Graph Neural Networks.
CoRR, 2021
Multi-institutional Validation of Two-Streamed Deep Learning Method for Automated Delineation of Esophageal Gross Tumor Volume using planning-CT and FDG-PETCT.
CoRR, 2021
DeepStationing: Thoracic Lymph Node Station Parsing in CT Scans using Anatomical Context Encoding and Key Organ Auto-Search.
CoRR, 2021
Winner Team Mia at TextVQA Challenge 2021: Vision-and-Language Representation Learning with Pre-trained Sequence-to-Sequence Model.
CoRR, 2021
CoRR, 2021
Lesion synthesis to improve intracranial hemorrhage detection and classification for CT images.
Comput. Medical Imaging Graph., 2021
HFIP: an integrated multi-omics data and knowledge platform for the precision medicine of heart failure.
Database J. Biol. Databases Curation, 2021
An effective self-supervised framework for learning expressive molecular global representations to drug discovery.
Briefings Bioinform., 2021
PASH at TREC 2021 Deep Learning Track: Generative Enhanced Model for Multi-stageRankingtrack: DL.
Proceedings of the Thirtieth Text REtrieval Conference, 2021
Proceedings of the Natural Language Processing and Chinese Computing, 2021
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Papers, 2021
Scalable Semi-supervised Landmark Localization for X-ray Images Using Few-Shot Deep Adaptive Graph.
Proceedings of the Deep Generative Models, and Data Augmentation, Labelling, and Imperfections, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Effective Pancreatic Cancer Screening on Non-contrast CT Scans via Anatomy-Aware Transformers.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Lesion Segmentation and RECIST Diameter Prediction via Click-Driven Attention and Dual-Path Connection.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
DeepStationing: Thoracic Lymph Node Station Parsing in CT Scans Using Anatomical Context Encoding and Key Organ Auto-Search.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Pairwise Half-graph Discrimination: A Simple Graph-level Self-supervised Strategy for Pre-training Graph Neural Networks.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Embedding Electronic Health Records to Learn BERT-based Models for Diagnostic Decision Support.
Proceedings of the 9th IEEE International Conference on Healthcare Informatics, 2021
Predictive Modeling of Clinical Events with Mutual Enhancement Between Longitudinal Patient Records and Medical Knowledge Graph.
Proceedings of the IEEE International Conference on Data Mining, 2021
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Proceedings of the 20th Workshop on Biomedical Language Processing, 2021
Representation Learning for Multi-omics Data with Heterogeneous Gene Regulatory Network.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021
2020
A Multi-directional Approach for Missing Value Estimation in Multivariate Time Series Clinical Data.
J. Heal. Informatics Res., 2020
Learn molecular representations from large-scale unlabeled molecules for drug discovery.
CoRR, 2020
CoRR, 2020
Proceedings of the Twenty-Ninth Text REtrieval Conference, 2020
Proceedings of the Twenty-Ninth Text REtrieval Conference, 2020
Positive-Aware Lesion Detection Network with Cross-scale Feature Pyramid for OCT Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Memory-Augmented Anomaly Generative Adversarial Network for Retinal OCT Images Screening.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Unsupervised Domain Adaptation for Cross-Device OCT Lesion Detection via Learning Adaptive Features.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Hierarchy-Constrained Network for Corneal Tissue Segmentation Based on Anterior Segment OCT Images.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Lesion-Aware Segmentation Network for Atrophy and Detachment of Pathological Myopia on Fundus Images.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Estimating the number of imported COVID-19 risks by traffic from other districts using population mobility data.
Proceedings of the 8th IEEE International Conference on Healthcare Informatics, 2020
Proceedings of the 8th IEEE International Conference on Healthcare Informatics, 2020
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Correlation-Guided Network for Fine-Grained Classification of Glomerular lesions in Kidney Histopathology Images.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020
Proceedings of the 31st British Machine Vision Conference 2020, 2020
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020
Improving Anticoagulant Treatment Strategies of Atrial Fibrillation Using Reinforcement Learning.
Proceedings of the AMIA 2020, 2020
An Interpretable Machine Learning Survival Model for Predicting Long-term Kidney Outcomes in IgA Nephropathy.
Proceedings of the AMIA 2020, 2020
A Clinically Practical and Interpretable Deep Model for ICU Mortality Prediction with External Validation.
Proceedings of the AMIA 2020, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Structure-Aware Noise Reduction Generative Adversarial Network for Optical Coherence Tomography Image.
Proceedings of the Ophthalmic Medical Image Analysis - 6th International Workshop, 2019
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
The Dr-KGQA System for Automatically Answering Medication Related Questions in Chinese.
Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019
Estimating Missing Values in Multivariate-Time-Series Clinical Data using Gradient Boosting Tree on Temporal and Cross-variable Features.
Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019
Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019
Using Temporal Feature Aggregation and Gradient Boosting Tree on Missing Data Imputation.
Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019
Predicting the outbreak of the hand-foot-mouth diseases in China using recurrent neural network.
Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019
Proceedings of the 46th Computing in Cardiology, 2019
PANLP at MEDIQA 2019: Pre-trained Language Models, Transfer Learning and Knowledge Distillation.
Proceedings of the 18th BioNLP Workshop and Shared Task, 2019
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
Integrating Clinical Knowledge and Real-World Evidence for Type 2 Diabetes Treatment.
Proceedings of the AMIA 2019, 2019
2018
Proceedings of the AMIA 2018, 2018
2017
Developing Knowledge-enhanced Chronic Disease Risk Prediction Models from Regional EHR Repositories.
CoRR, 2017
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
Applying Risk Models on Patients with Unknown Predictor Values: An Incremental Learning Approach.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
Deep Diabetologist: Learning to Prescribe Hypoglycemic Medications with Recurrent Neural Networks.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
Precision Cohort Finding with Outcome-Driven Similarity Analytics: A Case Study of Patients with Atrial Fibrillation.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
Using Machine Learning Models to Predict In-Hospital Mortality for ST-Elevation Myocardial Infarction Patients.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
Group-Based Trajectory Analysis for Long-Term Use of Warfarin Therapy in Atrial Fibrillation Patients.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
Exploring transfer learning for gastrointestinal bleeding detection on small-size imbalanced endoscopy images.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Integrating Temporal Pattern Mining in Ischemic Stroke Prediction and Treatment Pathway Discovery for Atrial Fibrillation.
Proceedings of the Summit on Clinical Research Informatics, 2017
Learning Doctors' Medicine Prescription Pattern for Chronic Disease Treatment by Mining Electronic Health Records: A Multi-Task Learning Approach.
Proceedings of the AMIA 2017, 2017
Bootstrap-based Feature Selection to Balance Model Discrimination and Predictor Significance: A Study of Stroke Prediction in Atrial Fibrillation.
Proceedings of the AMIA 2017, 2017
Interactive Machine Learning for Medical Research: A Framework to Enhance the Engagement of Clinical Researchers.
Proceedings of the AMIA 2017, 2017
TaGiTeD: Predictive Task Guided Tensor Decomposition for Representation Learning from Electronic Health Records.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
Proceedings of the ISWC 2016 Posters & Demonstrations Track co-located with 15th International Semantic Web Conference (ISWC 2016), 2016
Proceedings of the Exploring Complexity in Health: An Interdisciplinary Systems Approach - Proceedings of MIE2016 at HEC2016, Munich, Germany, 28 August, 2016
Using Frequent Item Set Mining and Feature Selection Methods to Identify Interacted Risk Factors - The Atrial Fibrillation Case Study.
Proceedings of the Exploring Complexity in Health: An Interdisciplinary Systems Approach - Proceedings of MIE2016 at HEC2016, Munich, Germany, 28 August, 2016
Accelerate Healthcare Data Analytics: An Agile Practice to Perform Collaborative and Reproducible Analyses.
Proceedings of the Exploring Complexity in Health: An Interdisciplinary Systems Approach - Proceedings of MIE2016 at HEC2016, Munich, Germany, 28 August, 2016
Probabilistic-Mismatch Anomaly Detection: Do One's Medications Match with the Diagnoses.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016
Integrated Machine Learning Approaches for Predicting Ischemic Stroke and Thromboembolism in Atrial Fibrillation.
Proceedings of the AMIA 2016, 2016
2015
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015
Proceedings of the Digital Healthcare Empowering Europeans, 2015
Proceedings of the Digital Healthcare Empowering Europeans, 2015
Proceedings of the Digital Healthcare Empowering Europeans, 2015
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015
Proceedings of the Business Process Management - 13th International Conference, 2015
Building Structured Personal Health Records from Photographs of Printed Medical Records.
Proceedings of the AMIA 2015, 2015
2014
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014
Estimating the Impact of Prevention Action: A simulation Model of Cervical Cancer Progression.
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014
Proceedings of the Semantic Web and Web Science - 8th Chinese Conference, 2014
Towards Pathway Variation Identification: Aligning Patient Records with a Care Pathway.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014
2013
Proceedings of the ISWC 2013 Posters & Demonstrations Track, 2013
A Framework for Evaluating Sequential Clinical Interventions with Disease Progression.
Proceedings of the MEDINFO 2013, 2013
An Efficacy Driven Approach for Medication Recommendation in Type 2 Diabetes Treatment Using Data Mining Techniques.
Proceedings of the MEDINFO 2013, 2013
Promoting Integrated Social and Medical Care through Semantic Integration and Context Visualization.
Proceedings of the Linked Data and Knowledge Graph, 2013
2011
Proceedings of the User Centered Networked Health Care - Proceedings of MIE 2011, 2011
2010
Proceedings of the 2010 IEEE/ACM Int'l Conference on Green Computing and Communications, 2010
2009
Proceedings of the 18th International Conference on World Wide Web, 2009
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009
Proceedings of the Semantic Web - ISWC 2009, 8th International Semantic Web Conference, 2009
A Practical Approach for Scalable Conjunctive Query Answering on Acyclic <i>EL</i><sup>+</sup>\mathcal{EL}^+ Knowledge Base.
Proceedings of the Semantic Web - ISWC 2009, 8th International Semantic Web Conference, 2009
Proceedings of the AMIA 2009, 2009
2008
Proceedings of the Poster and Demonstration Session at the 7th International Semantic Web Conference (ISWC2008), 2008
Proceedings of the Poster and Demonstration Session at the 7th International Semantic Web Conference (ISWC2008), 2008
A System to Enable Relational Persistence and Semantic Web style Access Simultaneously for Objects.
Proceedings of the Poster and Demonstration Session at the 7th International Semantic Web Conference (ISWC2008), 2008
MDS++: Supporting Ontology-based Dynamic Classification in WebSphere Metadata Server.
Proceedings of the Poster and Demonstration Session at the 7th International Semantic Web Conference (ISWC2008), 2008
Supporting Ontology-Based Dynamic Property and Classification in WebSphere Metadata Server.
Proceedings of the Semantic Web - ISWC 2008, 7th International Semantic Web Conference, 2008
Proceedings of the 2008 IEEE International Conference on Web Services (ICWS 2008), 2008
2007
Proceedings of the Semantic Web, 2007
Proceedings of ICEBE 2007, 2007
2006
Proceedings of the Semantic Web - ISWC 2006, 5th International Semantic Web Conference, 2006
Proceedings of the Semantic Web: Research and Applications, 2006
Proceedings of the Ontologies for Software Engineering and Software Technology, 2006
2004
IBM Syst. J., 2004
Proceedings of the Semantic Web, 2004