Zhengxing Huang

According to our database1, Zhengxing Huang authored at least 80 papers between 2008 and 2024.

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Bibliography

2024
Simulating doctors' thinking logic for chest X-ray report generation via Transformer-based Semantic Query learning.
Medical Image Anal., January, 2024

Interpretable Disease Progression Prediction Based on Reinforcement Reasoning Over a Knowledge Graph.
IEEE Trans. Syst. Man Cybern. Syst., 2024

2023
Personalization in mHealth: Innovative informatics methods to improve patient experience and health outcome.
J. Biomed. Informatics, November, 2023

Knowledge-aware patient representation learning for multiple disease subtypes.
J. Biomed. Informatics, February, 2023

Adversarial reinforcement learning for dynamic treatment regimes.
J. Biomed. Informatics, January, 2023

Causal Interpretable Progression Trajectory Analysis of Chronic Disease.
CoRR, 2023

Replicating Complex Dialogue Policy of Humans via Offline Imitation Learning with Supervised Regularization.
CoRR, 2023

Learning Representations from Medical Text for Effective Diagnoses and Knowledge Discovery.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Learning Chemical Rules of Retrosynthesis with Pre-training.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
A Unified Machine Reading Comprehension Framework for Cohort Selection.
IEEE J. Biomed. Health Informatics, 2022

Deep-CSA: Deep Contrastive Learning for Dynamic Survival Analysis With Competing Risks.
IEEE J. Biomed. Health Informatics, 2022

CD-Surv: a contrastive-based model for dynamic survival analysis.
Health Inf. Sci. Syst., 2022

Disentangled representation for sequential treatment effect estimation.
Comput. Methods Programs Biomed., 2022

Attribute-aware interpretation learning for thyroid ultrasound diagnosis.
Artif. Intell. Medicine, 2022

GRASP: Navigating Retrosynthetic Planning with Goal-driven Policy.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

TranSQ: Transformer-Based Semantic Query for Medical Report Generation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

On Tracking Dialogue State by Inheriting Slot Values in Mentioned Slot Pools.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Disentangled Sequential Autoencoder with Local Consistency for Infectious Keratitis Diagnosis.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Connecting Patients with Pre-diagnosis: A Multiple Graph Regularized Method for Mental Disorder Diagnosis.
Proceedings of the Artificial Intelligence - Second CAAI International Conference, 2022

2021
Towards Predictive Analysis on Disease Progression: A Variational Hawkes Process Model.
IEEE J. Biomed. Health Informatics, 2021

On learning disentangled representations for individual treatment effect estimation.
J. Biomed. Informatics, 2021

Knowledge-aware multi-center clinical dataset adaptation: Problem, method, and application.
J. Biomed. Informatics, 2021

Attention-Based Deep Recurrent Model for Survival Prediction.
ACM Trans. Comput. Heal., 2021

2020
On Clinical Event Prediction in Patient Treatment Trajectory Using Longitudinal Electronic Health Records.
IEEE J. Biomed. Health Informatics, 2020

Treatment effect prediction with adversarial deep learning using electronic health records.
BMC Medical Informatics Decis. Mak., 2020

Interpretable clinical prediction via attention-based neural network.
BMC Medical Informatics Decis. Mak., 2020

Endpoint prediction of heart failure using electronic health records.
J. Biomed. Informatics, 2020

Interpretable Disease Prediction based on Reinforcement Path Reasoning over Knowledge Graphs.
CoRR, 2020

Predicting postoperative non-small cell lung cancer prognosis via long short-term relational regularization.
Artif. Intell. Medicine, 2020

2019
Adversarial MACE Prediction After Acute Coronary Syndrome Using Electronic Health Records.
IEEE J. Biomed. Health Informatics, 2019

Evidential MACE prediction of acute coronary syndrome using electronic health records.
BMC Medical Informatics Decis. Mak., 2019

Utilizing dynamic treatment information for MACE prediction of acute coronary syndrome.
BMC Medical Informatics Decis. Mak., 2019

Utilizing electronic health records to predict multi-type major adverse cardiovascular events after acute coronary syndrome.
Knowl. Inf. Syst., 2019

Deep representation learning for individualized treatment effect estimation using electronic health records.
J. Biomed. Informatics, 2019

Treatment Effect Prediction with Generative Adversarial Networks Using Electronic Health Records.
Proceedings of the 4th International Workshop on Semantics-Powered Data Mining and Analytics co-located with the 18th International Semantic Web Conference (ISWC 2019), 2019

2018
A Regularized Deep Learning Approach for Clinical Risk Prediction of Acute Coronary Syndrome Using Electronic Health Records.
IEEE Trans. Biomed. Eng., 2018

Probabilistic modeling personalized treatment pathways using electronic health records.
J. Biomed. Informatics, 2018

Using neural attention networks to detect adverse medical events from electronic health records.
J. Biomed. Informatics, 2018

Relational regularized risk prediction of acute coronary syndrome using electronic health records.
Inf. Sci., 2018

2017
Size Effect of Heat Transport in Microscale Gas Gap.
IEEE Trans. Ind. Electron., 2017

MACE prediction of acute coronary syndrome via boosted resampling classification using electronic medical records.
J. Biomed. Informatics, 2017

Acute Coronary Syndrome Risk Prediction Based on GRACE Risk Score.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

2016
Outcome Prediction in Clinical Treatment Processes.
J. Medical Syst., 2016

On mining latent topics from healthcare chat logs.
J. Biomed. Informatics, 2016

Incorporating comorbidities into latent treatment pattern mining for clinical pathways.
J. Biomed. Informatics, 2016

Predictive monitoring of clinical pathways.
Expert Syst. Appl., 2016

2015
A probabilistic topic model for clinical risk stratification from electronic health records.
J. Biomed. Informatics, 2015

On mining latent treatment patterns from electronic medical records.
Data Min. Knowl. Discov., 2015

On local anomaly detection and analysis for clinical pathways.
Artif. Intell. Medicine, 2015

Medical Inpatient Journey Modeling and Clustering: A Bayesian Hidden Markov Model Based Approach.
Proceedings of the AMIA 2015, 2015

Predictive Monitoring of Local Anomalies in Clinical Treatment Processes.
Proceedings of the Artificial Intelligence in Medicine, 2015

2014
Similarity Measure Between Patient Traces for Clinical Pathway Analysis: Problem, Method, and Applications.
IEEE J. Biomed. Health Informatics, 2014

A genetic fuzzy system for unstable angina risk assessment.
BMC Medical Informatics Decis. Mak., 2014

Online Treatment Compliance Checking for Clinical Pathways.
J. Medical Syst., 2014

Discovery of clinical pathway patterns from event logs using probabilistic topic models.
J. Biomed. Informatics, 2014

Reprint of "Length of stay prediction for clinical treatment process using temporal similarity".
Expert Syst. Appl., 2014

An ontology-based real-time monitoring approach to clinical pathway.
Proceedings of the 7th International Conference on Biomedical Engineering and Informatics, 2014

2013
Latent Treatment Pattern Discovery for Clinical Processes.
J. Medical Syst., 2013

Summarizing clinical pathways from event logs.
J. Biomed. Informatics, 2013

Length of stay prediction for clinical treatment process using temporal similarity.
Expert Syst. Appl., 2013

Mining the Changes of Medical Behaviors for Clinical Pathways.
Proceedings of the MEDINFO 2013, 2013

Regularization selection method for LMS-type sparse multipath channel estimation.
Proceedings of the 19th Asia-Pacific Conference on Communications, 2013

Similarity Measuring between Patient Traces for Clinical Pathway Analysis.
Proceedings of the Artificial Intelligence in Medicine, 2013

2012
A Task Operation Model for Resource Allocation Optimization in Business Process Management.
IEEE Trans. Syst. Man Cybern. Part A, 2012

Using Recommendation to Support Adaptive Clinical Pathways.
J. Medical Syst., 2012

Resource behavior measure and application in business process management.
Expert Syst. Appl., 2012

Supporting adaptive clinical treatment processes through recommendations.
Comput. Methods Programs Biomed., 2012

Collaboration-based medical knowledge recommendation.
Artif. Intell. Medicine, 2012

On mining clinical pathway patterns from medical behaviors.
Artif. Intell. Medicine, 2012

Anomaly detection in clinical processes.
Proceedings of the AMIA 2012, 2012

2011
Mining association rules to support resource allocation in business process management.
Expert Syst. Appl., 2011

Reinforcement learning based resource allocation in business process management.
Data Knowl. Eng., 2011

Context-aware recommendation using rough set model and collaborative filtering.
Artif. Intell. Rev., 2011

A RFID-based tracking system of endoscopes.
Proceedings of the 4th International Conference on Biomedical Engineering and Informatics, 2011

Constructing clinical pathway ontology to incorporate patient state, intervention and time.
Proceedings of the 4th International Conference on Biomedical Engineering and Informatics, 2011

Variation Prediction in Clinical Processes.
Proceedings of the Artificial Intelligence in Medicine, 2011

2010
An adaptive work distribution mechanism based on reinforcement learning.
Expert Syst. Appl., 2010

2009
Thermal Characterization of Si<sub>3</sub>N<sub>4</sub> Thin Films Using Transient Thermoreflectance Technique.
IEEE Trans. Ind. Electron., 2009

Radiology information system: a workflow-based approach.
Int. J. Comput. Assist. Radiol. Surg., 2009

2008
The Process Data Driven Workflow Modeling Approach and its' Implementation on Medical Infection Control Process.
Proceedings of the 2008 International Conference on BioMedical Engineering and Informatics, 2008


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