Fusheng Wang
Orcid: 0000-0002-9369-9361Affiliations:
- Stony Brook University, Department of Biomedical Informatics, NY, USA
- Emory University, Department of Biomedical Informatics, Atlanta, GA, USA
- Siemens Corporate Research, Princeton, NJ, USA
- University of California, Los Angeles, CA, USA (PhD 2004)
According to our database1,
Fusheng Wang
authored at least 163 papers
between 2002 and 2024.
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Bibliography
2024
Integrative Graph-Transformer Framework for Histopathology Whole Slide Image Representation and Classification.
CoRR, 2024
2023
Self-supervised semantic segmentation of retinal pigment epithelium cells in flatmount fluorescent microscopy images.
Bioinform., April, 2023
An integrated LSTM-HeteroRGNN model for interpretable opioid overdose risk prediction.
Artif. Intell. Medicine, January, 2023
Enhancing Clinical Predictive Modeling through Model Complexity-Driven Class Proportion Tuning for Class Imbalanced Data: An Empirical Study on Opioid Overdose Prediction.
CoRR, 2023
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023
2022
ACM Trans. Spatial Algorithms Syst., June, 2022
CoRR, 2022
A Multimodal Transformer: Fusing Clinical Notes with Structured EHR Data for Interpretable In-Hospital Mortality Prediction.
CoRR, 2022
Artificial intelligence based liver portal tract region identification and quantification with transplant biopsy whole-slide images.
Comput. Biol. Medicine, 2022
MultiHeadGAN: A deep learning method for low contrast retinal pigment epithelium cell segmentation with fluorescent flatmount microscopy images.
Comput. Biol. Medicine, 2022
Virtual liver needle biopsy from reconstructed three-dimensional histopathological images: Quantification of sampling error.
Comput. Biol. Medicine, 2022
A spatial attention guided deep learning system for prediction of pathological complete response using breast cancer histopathology images.
Bioinform., 2022
Briefings Bioinform., 2022
EyeSayCorrect: Eye Gaze and Voice Based Hands-free Text Correction for Mobile Devices.
Proceedings of the IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22, 2022
Proceedings of the 10th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2022
Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022
3DPro: Querying Complex Three-Dimensional Data with Progressive Compression and Refinement.
Proceedings of the 25th International Conference on Extending Database Technology, 2022
Select or Suggest? Reinforcement Learning-based Method for High-Accuracy Target Selection on Touchscreens.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022
Generalizable deep clustering based on Bi-LSTM with applications to sepsis and acute kidney disease populations.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022
2021
Predicting opioid overdose risk of patients with opioid prescriptions using electronic health records based on temporal deep learning.
J. Biomed. Informatics, 2021
Identifying risk of opioid use disorder for patients taking opioid medications with deep learning.
J. Am. Medical Informatics Assoc., 2021
Foveal blur-boosted segmentation of nuclei in histopathology images with shape prior knowledge and probability map constraints.
Bioinform., 2021
Spatial Attention-Based Deep Learning System for Breast Cancer Pathological Complete Response Prediction with Serial Histopathology Images in Multiple Stains.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
IDEAL: a Vector-Raster Hybrid Model for Efficient Spatial Queries over Complex Polygons.
Proceedings of the 22nd IEEE International Conference on Mobile Data Management, 2021
Histopathology Image Registration By Integrated Texture And Spatial Proximity Based Landmark Selection And Modification.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Image Registration with Optimal Regularization Parameter Selection by Learned Auto Encoder Features.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021
Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021
TRACE: Early Detection of Chronic Kidney Disease Onset with Transformer-Enhanced Feature Embedding.
Proceedings of the Heterogeneous Data Management, Polystores, and Analytics for Healthcare, 2021
Generating Longitudinal Synthetic EHR Data with Recurrent Autoencoders and Generative Adversarial Networks.
Proceedings of the Heterogeneous Data Management, Polystores, and Analytics for Healthcare, 2021
A Fine-grain Geospatial and Demographic Analysis of Breast Cancer Patterns in New York State.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
2020
The 28th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2020): virtual, online, USA November 3-6, 2020: conference report.
ACM SIGSPATIAL Special, 2020
Accelerating Spatial Cross-Matching on CPU-GPU Hybrid Platform With CUDA and OpenACC.
Frontiers Big Data, 2020
Modeling methodology for early warning of chronic heart failure based on real medical big data.
Expert Syst. Appl., 2020
Prediction of Pathological Complete Response to Neoadjuvant Chemotherapy in Breast Cancer Using Deep Learning with Integrative Imaging, Molecular and Demographic Data.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Automatic Brain Organ Segmentation with 3D Fully Convolutional Neural Network for Radiation Therapy Treatment Planning.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Opioid Use Disorder at the Extremes of Age: Spatial and Temporal Analysis of Pharmacotherapy Use in Seniors and Adolescents.
Proceedings of the AMIA 2020, 2020
Proceedings of the Artificial Intelligence in Medicine, 2020
2019
Distributed Parallel Databases, 2019
MaReIA: a cloud MapReduce based high performance whole slide image analysis framework.
Distributed Parallel Databases, 2019
Distributed Parallel Databases, 2019
Intelligent Health Care Data Management Using Blockchain: Current Limitation and Future Research Agenda.
Proceedings of the Heterogeneous Data Management, Polystores, and Analytics for Healthcare, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the 35th IEEE International Conference on Data Engineering Workshops, 2019
Proceedings of the AMIA 2019, 2019
2018
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018
iSPEED: a Scalable and Distributed In-Memory Based Spatial Query System for Large and Structurally Complex 3D Data.
Proc. VLDB Endow., 2018
Correction to: A framework for annotating OpenStreetMap objects using geo-tagged tweets.
GeoInformatica, 2018
GeoInformatica, 2018
Deep Reinforcement Learning for Vessel Centerline Tracing in Multi-modality 3D Volumes.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Multi-channel Generative Adversarial Network for Parallel Magnetic Resonance Image Reconstruction in K-space.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018
Segmentation of Overlapped Steatosis in Whole-Slide Liver Histopathology Microscopy Images.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Analysis of Cellular Feature Differences of Astrocytomas with Distinct Mutational Profiles Using Digitized Histopathology Images.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Accelerating Cross-Matching Operation of Geospatial Datasets using a CPU-GPU Hybrid Platform.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
Proceedings of the AMIA 2018, 2018
2017
Medical Image Dataset Processing over Cloud/MapReduce with Heterogeneous Architectures.
Proceedings of the Encyclopedia of GIS., 2017
Nucleic Acids Res., 2017
Association Rule Learning and Frequent Sequence Mining of Cancer Diagnoses in New York State.
Proceedings of the Data Management and Analytics for Medicine and Healthcare, 2017
Proceedings of the Data Management and Analytics for Medicine and Healthcare, 2017
How Blockchain Could Empower eHealth: An Application for Radiation Oncology - (Extended Abstract).
Proceedings of the Data Management and Analytics for Medicine and Healthcare, 2017
Evaluation of nucleus segmentation in digital pathology images through large scale image synthesis.
Proceedings of the Medical Imaging 2017: Digital Pathology, 2017
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Automated level set segmentation of histopathologic cells with sparse shape prior support and dynamic occlusion constraint.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017
iSPEED: an Efficient In-Memory Based Spatial Query System for Large-Scale 3D Data with Complex Structures.
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017
Proceedings of the Summit on Clinical Research Informatics, 2017
Parallel Processing over Spatial-Temporal Datasets from Geo, Bio, Climate and Social Science Communities: A Research Roadmap.
Proceedings of the 2017 IEEE International Congress on Big Data, 2017
Proceedings of the AMIA 2017, 2017
Proceedings of the AMIA 2017, 2017
2016
Pervasive Mob. Comput., 2016
A framework for 3D vessel analysis using whole slide images of liver tissue sections.
Int. J. Comput. Biol. Drug Des., 2016
Proceedings of the Data Management and Analytics for Medicine and Healthcare, 2016
Proceedings of the Data Management and Analytics for Medicine and Healthcare, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016
Proceedings of the 9th ACM SIGSPATIAL Workshop on Location-based Social Networks, 2016
Three-Dimension (3D) Blood Vessel Reconstruction and Spatial Analytics with Whole-Slide Histological Images.
Proceedings of the AMIA 2016, 2016
Proceedings of the AMIA 2016, 2016
2015
Scalable analysis of Big pathology image data cohorts using efficient methods and high-performance computing strategies.
BMC Bioinform., 2015
Proceedings of the Biomedical Data Management and Graph Online Querying, 2015
SparkGIS: Efficient Comparison and Evaluation of Algorithm Results in Tissue Image Analysis Studies.
Proceedings of the Biomedical Data Management and Graph Online Querying, 2015
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the Ninth International Conference on Web and Social Media, 2015
Identification of Venous Thromboembolism from Electronic Medical Records with Information Extraction.
Proceedings of the AMIA 2015, 2015
2014
ACM SIGSPATIAL Special, 2014
SIGMOD Rec., 2014
Int. J. Semantic Comput., 2014
Int. J. Metadata Semant. Ontologies, 2014
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014
Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2014
Haggis: turbocharge a MapReduce based spatial data warehousing system with GPU engine.
Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2014
2013
SIGMOD Rec., 2013
Proc. VLDB Endow., 2013
J. Comput. Sci. Technol., 2013
Research and applications: Cancer Digital Slide Archive: an informatics resource to support integrated in silico analysis of TCGA pathology data.
J. Am. Medical Informatics Assoc., 2013
Proceedings of the 21st SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2013
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
High-performance computational analysis of glioblastoma pathology images with database support identifies molecular and survival correlates.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013
Proceedings of the AMIA 2013, 2013
Proceedings of the Managing and Mining Sensor Data, 2013
2012
SIGMOD Rec., 2012
Proc. VLDB Endow., 2012
Integrated morphologic analysis for the identification and characterization of disease subtypes.
J. Am. Medical Informatics Assoc., 2012
Proceedings of the ACM SIGMOD/PODS PhD Symposium 2012, Scottsdale, AZ, USA, May 20, 2012, 2012
Towards building a high performance spatial query system for large scale medical imaging data.
Proceedings of the SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), 2012
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
Bridging the unstructured and structured worlds: an adaptive self learning medical form generating system.
Proceedings of the 2nd International Workshop on Managing Interoperability and compleXity in Health Systems, 2012
Proceedings of the Fourth International Workshop on Cloud Data Management, 2012
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
High Performance Computing for Integrative Analysis of Large Pathology Image Datasets.
Proceedings of the AMIA 2012, 2012
2011
Integrative, Multimodal Analysis of Glioblastoma Using TCGA Molecular Data, Pathology Images, and Clinical Outcomes.
IEEE Trans. Biomed. Eng., 2011
ImageMiner: a software system for comparative analysis of tissue microarrays using content-based image retrieval, high-performance computing, and grid technology.
J. Am. Medical Informatics Assoc., 2011
A comprehensive framework for classification of nuclei in digital microscopy imaging: An application to diffuse gliomas.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 2011 International Conference on Distributed Computing Systems, 2011
In silico analysis of nuclei in glioblastoma using large-scale microscopy images improves prediction of treatment response.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
IEEE Trans. Biomed. Eng., 2010
Pervasive Mob. Comput., 2010
Proceedings of the Applied Parallel and Scientific Computing, 2010
An evaluation of feature sets and sampling techniques for de-identification of medical records.
Proceedings of the ACM International Health Informatics Symposium, 2010
Proceedings of the Data Integration in the Life Sciences, 7th International Conference, 2010
2009
2008
VLDB J., 2008
Data Knowl. Eng., 2008
Native Web Browser Enabled SVG-based Collaborative Multimedia Annotation for Medical Images.
Proceedings of the 24th International Conference on Data Engineering, 2008
Proceedings of the Collaborative Computing: Networking, 2008
2007
SciPort: An Adaptable Scientific Data Integration Platform for Collaborative Scientific Research.
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007
Integrated Data Modeling for Querying Physical Objects in RFID-Enabled Pervasive Computing.
Proceedings of the 8th International Conference on Mobile Data Management (MDM 2007), 2007
Managing and Searching Distributed Multidimensional Annotations with Large Scale Image Data.
Proceedings of the Multimedia Content Analysis and Mining, International Workshop, 2007
Proceedings of the 23rd International Conference on Data Engineering, 2007
Proceedings of the 23rd International Conference on Data Engineering, 2007
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2007
2006
Proceedings of the Eigth ACM International Workshop on Web Information and Data Management (WIDM 2006), 2006
Using XML to Build Efficient Transaction-Time Temporal Database Systems on Relational Databases.
Proceedings of the 22nd International Conference on Data Engineering, 2006
Experiment Management with Metadata-based Integration for Collaborative Scientific Research.
Proceedings of the 22nd International Conference on Data Engineering, 2006
Bridging Physical and Virtual Worlds: Complex Event Processing for RFID Data Streams.
Proceedings of the Advances in Database Technology, 2006
Proceedings of the Database and Expert Systems Applications, 17th International Conference, 2006
Proceedings of the First Int'l VLDB Workshop on Clean Databases, 2006
Integrated RFID data modeling: an approach for querying physical objects in pervasive computing.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006
2005
World Wide Web, 2005
Managing Multiversion Documents & Historical Databases: a Unified Solution Based on XML.
Proceedings of the Eight International Workshop on the Web & Databases (WebDB 2005), 2005
Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005
Proceedings of the 12th International Symposium on Temporal Representation and Reasoning (TIME 2005), 2005
Proceedings of the 12th International Symposium on Temporal Representation and Reasoning (TIME 2005), 2005
2004
Proceedings of the Conceptual Modeling, 2004
Proceedings of the Conceptual Modeling, 2004
2003
Proceedings of the 4th International Conference on Web Information Systems Engineering, 2003
Proceedings of the 10th International Symposium on Temporal Representation and Reasoning / 4th International Conference on Temporal Logic (TIME-ICTL 2003), 2003
Representing and Querying the Evolution of Databases and their Schemas in XML.
Proceedings of the Fifteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2003), 2003
2002
Proceedings of the Advanced Conceptual Modeling Techniques, 2002