May D. Wang

Orcid: 0000-0003-3961-3608

According to our database1, May D. Wang authored at least 224 papers between 2003 and 2024.

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Bibliography

2024
Developing a novel causal inference algorithm for personalized biomedical causal graph learning using meta machine learning.
BMC Medical Informatics Decis. Mak., December, 2024

Clinical decision making under uncertainty: a bootstrapped counterfactual inference approach.
BMC Medical Informatics Decis. Mak., December, 2024

MedAdapter: Efficient Test-Time Adaptation of Large Language Models towards Medical Reasoning.
CoRR, 2024

EHRAgent: Code Empowers Large Language Models for Complex Tabular Reasoning on Electronic Health Records.
CoRR, 2024

EMxDesign: A Genetic Algorithm for High Affinity Drug Design.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

MedAdapter: Efficient Test-Time Adaptation of Large Language Models Towards Medical Reasoning.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Heterogeneous Treatment Effects of Spinal Fusion Surgery for Adolescent Idiopathic Scoliosis Patients.
Proceedings of the 15th ACM International Conference on Bioinformatics, 2024

Uncovering Key Features of Individuals Who Benefit from Polygenic Risk Scores in Prostate Cancer Prediction.
Proceedings of the 15th ACM International Conference on Bioinformatics, 2024

RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, 2024

Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023
Explainable synthetic image generation to improve risk assessment of rare pediatric heart transplant rejection.
J. Biomed. Informatics, March, 2023

Novel methods for elucidating modality importance in multimodal electrophysiology classifiers.
Frontiers Neuroinformatics, March, 2023

Autonomous Soft Tissue Retraction Using Demonstration-Guided Reinforcement Learning.
CoRR, 2023

GeneDAE: A Sparse Denoising Autoencoder for Deriving Interpretable Gene Embeddings.
Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

Uncertainty-Aware Ensemble Learning Models for Out-of-Distribution Medical Imaging Analysis.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Multi-Modal Deep Feature Integration for Alzheimer's Disease Staging.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Effective Surrogate Models for Docking Scores Prediction of Candidate Drug Molecules on SARS-CoV-2 Protein Targets.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Development of Interpretable Machine Learning Models for COVID-19 Drug Target Docking Scores Prediction.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Identification of Single-Cell RNA Sequencing Molecular Signatures for COVID-19 Infection Severity Classification.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Latent Topic Extraction as a Source of Labeling in Natural Language Processing.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Personalized COVID-19 Early Detection Using Wearable Data Based on Self-Reported Records.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Automated Seizure Detection using Transformer Models on Multi-Channel EEGs.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2023

Concept Bottleneck Model for Adolescent Idiopathic Scoliosis Patient Reported Outcomes Prediction.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2023

Rare Heart Transplant Rejection Classification Using Diffusion-Based Synthetic Image Augmentation.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2023

Adolescent Idiopathic Scoliosis Patient Subphenotyping for Surgical Planning and Improved Patient Outcomes.
Proceedings of the 14th ACM International Conference on Bioinformatics, 2023

Retrieval-Augmented Large Language Models for Adolescent Idiopathic Scoliosis Patients in Shared Decision-Making.
Proceedings of the 14th ACM International Conference on Bioinformatics, 2023

Choice Over Effort: Mapping and Diagnosing Augmented Whole Slide Image Datasets with Training Dynamics.
Proceedings of the 14th ACM International Conference on Bioinformatics, 2023

Model Confidence Calibration for Reliable COVID-19 Early Screening via Audio Signal Analysis.
Proceedings of the 14th ACM International Conference on Bioinformatics, 2023

2022
Proposing Causal Sequence of Death by Neural Machine Translation in Public Health Informatics.
IEEE J. Biomed. Health Informatics, 2022

Domain Adaptation Using Convolutional Autoencoder and Gradient Boosting for Adverse Events Prediction in the Intensive Care Unit.
Frontiers Artif. Intell., 2022

Accelerating Multi-site Health Informatics with Streamlined Data Infrastructure using OMOP-on-FHIR.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Development of Machine Learning Regression Model for COVID-19 Drug Target Prediction.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

Multi-Modal Deep Learning Models for Alzheimer's Disease Prediction Using MRI and EHR.
Proceedings of the 22nd IEEE International Conference on Bioinformatics and Bioengineering, 2022

Interpretable Evaluation of Diabetic Retinopathy Grade Regarding Eye Color Fundus Images.
Proceedings of the 22nd IEEE International Conference on Bioinformatics and Bioengineering, 2022

Attention-based Automated Chest CT Image Segmentation Method of COVID-19 Lung Infection.
Proceedings of the 22nd IEEE International Conference on Bioinformatics and Bioengineering, 2022

Automating Treatment Recommendations for Children with Cerebral Palsy Based on Multi-Modal Clinical Data.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

Using natural language processing on free-text clinical notes to identify patients with long-term COVID effects.
Proceedings of the BCB '22: 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, Northbrook, Illinois, USA, August 7, 2022

Development of a generalizable multi-site and multi-modality clinical data cloud infrastructure for pediatric patient care.
Proceedings of the BCB '22: 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, Northbrook, Illinois, USA, August 7, 2022

Identification of covid-19 severity and associated genetic biomarkers based on scrna-SEQ data.
Proceedings of the BCB '22: 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, Northbrook, Illinois, USA, August 7, 2022

2021
COVID-19 Automatic Diagnosis With Radiographic Imaging: Explainable Attention Transfer Deep Neural Networks.
IEEE J. Biomed. Health Informatics, 2021

An Integrated Deep Network for Cancer Survival Prediction Using Omics Data.
Frontiers Big Data, 2021

Explainable Artificial Intelligence Methods in Combating Pandemics: A Systematic Review.
CoRR, 2021

Explainable Sleep Stage Classification with Multimodal Electrophysiology Time-series<sup>*</sup>.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

A FHIR-compliant Application for Multi-Site and Multi-Modality Pediatric Scoliosis Patient Rehabilitation.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

A Novel Local Ablation Approach for Explaining Multimodal Classifiers.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021

A Gradient-based Approach for Explaining Multimodal Deep Learning Classifiers.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021

An Expansion for Automated Cardiac Anomaly Detection Frameworks with Multimodal Missing Data Imputation.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

Learning from Heterogeneous Data via Contrastive Learning: An Application in Multi-Source COVID-19 Radiography.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

Improving Heart Transplant Rejection Classification Training using Progressive Generative Adversarial Networks.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

Automated Risk Assessment of COVID-19 Patients at Diagnosis Using Electronic Healthcare Records.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

Respiratory Markers Significantly Enhance Anxiety Detection Using Multimodal Physiological Sensing.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

COVID-19 diagnosis using model agnostic meta-learning on limited chest X-ray images.
Proceedings of the BCB '21: 12th ACM International Conference on Bioinformatics, 2021

2020
Editorial Special Issue on "AI-Driven Informatics, Sensing, Imaging and Big Data Analytics for Fighting the COVID-19 Pandemic".
IEEE J. Biomed. Health Informatics, 2020

Deep learning based feature-level integration of multi-omics data for breast cancer patients survival analysis.
BMC Medical Informatics Decis. Mak., 2020

Public Health Informatics: Proposing Causal Sequence of Death Using Neural Machine Translation.
CoRR, 2020

Graph Convolutional Neural Networks to Classify Whole Slide Images.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Training Confidence-Calibrated Classifier via Distributionally Robust Learning.
Proceedings of the 44th IEEE Annual Computers, Software, and Applications Conference, 2020

An Information Theoretic Learning for Causal Direction Identification.
Proceedings of the 44th IEEE Annual Computers, Software, and Applications Conference, 2020

Regularization of Deep Neural Networks for EEG Seizure Detection to Mitigate Overfitting.
Proceedings of the 44th IEEE Annual Computers, Software, and Applications Conference, 2020

Generating Region of Interests for Invasive Breast Cancer in Histopathological Whole-Slide-Image.
Proceedings of the 44th IEEE Annual Computers, Software, and Applications Conference, 2020

Mitigating Patient-to-Patient Variation in EEG Seizure Detection using Meta Transfer Learning.
Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020

EXAM: An Explainable Attention-based Model for COVID-19 Automatic Diagnosis.
Proceedings of the BCB '20: 11th ACM International Conference on Bioinformatics, 2020

TLSurv: Integrating Multi-Omics Data by Multi-Stage Transfer Learning for Cancer Survival Prediction.
Proceedings of the BCB '20: 11th ACM International Conference on Bioinformatics, 2020

Automated Classification of Acute Rejection from Endomyocardial Biopsies.
Proceedings of the BCB '20: 11th ACM International Conference on Bioinformatics, 2020

2019
Novel Data Imputation for Multiple Types of Missing Data in Intensive Care Units.
IEEE J. Biomed. Health Informatics, 2019

Guest Editorial on the Special Issue on Informatics on Biomedical Data Learning, Reasoning, and Representation.
IEEE J. Biomed. Health Informatics, 2019

CAESNet: Convolutional AutoEncoder based Semi-supervised Network for improving multiclass classification of endomicroscopic images.
J. Am. Medical Informatics Assoc., 2019

Effects of Sponsorship Disclosure on Perceived Integrity of Biased Recommendation Agents: Psychological Contract Violation and Knowledge-Based Trust Perspectives.
Inf. Syst. Res., 2019

Mitigating the Effect of Dataset Bias on Training Deep Models for Chest X-rays.
CoRR, 2019

Improving Classification of Breast Cancer by Utilizing the Image Pyramids of Whole-Slide Imaging and Multi-scale Convolutional Neural Networks.
Proceedings of the 43rd IEEE Annual Computer Software and Applications Conference, 2019

A Translational Pipeline for Overall Survival Prediction of Breast Cancer Patients by Decision-Level Integration of Multi-Omics Data.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

Hybrid Modeling of Ebola Propagation.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

Feature Exploration and Causal Inference on Mortality of Epilepsy Patients Using Insurance Claims Data.
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

Improved Prediction on Heart Transplant Rejection Using Convolutional Autoencoder and Multiple Instance Learning on Whole-Slide Imaging.
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

Tutorial: Causal Inference in Biomedical Data Analytics - Basics and Recent Advances.
Proceedings of the 10th ACM International Conference on Bioinformatics, 2019

Fusion In Breast Cancer Histology Classification.
Proceedings of the 10th ACM International Conference on Bioinformatics, 2019

Learning to Evaluate Color Similarity for Histopathology Images using Triplet Networks.
Proceedings of the 10th ACM International Conference on Bioinformatics, 2019

2018
Intelligent Mortality Reporting With FHIR.
IEEE J. Biomed. Health Informatics, 2018

Effects of Recommendation Neutrality and Sponsorship Disclosure on Trust vs. Distrust in Online Recommendation Agents: Moderating Role of Explanations for Organic Recommendations.
Manag. Sci., 2018

LncADeep: an ab initio lncRNA identification and functional annotation tool based on deep learning.
Bioinform., 2018

Variance Regularized Counterfactual Risk Minimization via Variational Divergence Minimization.
Proceedings of the 35th International Conference on Machine Learning, 2018

Early Prediction of Sepsis in EMR Records Using Traditional ML Techniques and Deep Learning LSTM Networks.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Micro-Inversions In Human Cancer Genomes.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Prediction of heart transplant rejection using histopathological whole-slide imaging.
Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018

Improving Validity of Cause of Death on Death Certificates.
Proceedings of the 2018 ACM International Conference on Bioinformatics, 2018

2017
Models for Predicting Stage in Head and Neck Squamous Cell Carcinoma Using Proteomic and Transcriptomic Data.
IEEE J. Biomed. Health Informatics, 2017

-Omic and Electronic Health Record Big Data Analytics for Precision Medicine.
IEEE Trans. Biomed. Eng., 2017

11C-PIB PET image analysis for Alzheimer's diagnosis using weighted voting ensembles.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Combination of static and temporal data analysis to predict mortality and readmission in the intensive care.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Asthma Academy: Developing educational technology to improve Asthma medication adherence and intervention efficiency.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

DeepDeath: Learning to predict the underlying cause of death with Big Data.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

MotifMark: Finding regulatory motifs in DNA sequences.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Improving multi-class classification for endomicroscopic images by semi-supervised learning.
Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

Mining standardized neurological signs and symptoms data for concussion identification.
Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

Predicting heart rejection using histopathological whole-slide imaging and deep neural network with dropout.
Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

Causes of death in the United States, 1999 to 2014.
Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

Infer Cause of Death for Population Health Using Convolutional Neural Network.
Proceedings of the 8th ACM International Conference on Bioinformatics, 2017

Interpretable Predictions of Clinical Outcomes with An Attention-based Recurrent Neural Network.
Proceedings of the 8th ACM International Conference on Bioinformatics, 2017

2016
Guest Editorial: MobiHealth 2014, IEEE HealthCom 2014, and IEEE BHI 2014.
IEEE J. Biomed. Health Informatics, 2016

Multi-view non-negative tensor factorization as relation learning in healthcare data.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Pan-cancer analysis for studying cancer stage using protein and gene expression data.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Anticoagulation manager: Development of a clinical decision support mobile application for management of anticoagulants.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

DeeperBind: Enhancing prediction of sequence specificities of DNA binding proteins.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

A multi-modal graph-based semi-supervised pipeline for predicting cancer survival.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

The selection of quantification pipelines for Illumina RNA-seq data using a subsampling approach.
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

Evaluating the impact of sequencing error correction for RNA-seq data with ERCC RNA spike-in controls.
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

Development of user-friendly and interactive data collection system for cerebral palsy.
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

Integration of multi-modal biomedical data to predict cancer grade and patient survival.
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

PEPCOR - A risk prediction model for pediatric intensive care units utilizing ventilator days and length of stay.
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

Automated risk prediction for esophageal optical endomicroscopic images.
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

A Novel Temporal Similarity Measure for Patients Based on Irregularly Measured Data in Electronic Health Records.
Proceedings of the 7th ACM International Conference on Bioinformatics, 2016

InterVisAR: An Interactive Visualization for Association Rule Search.
Proceedings of the 7th ACM International Conference on Bioinformatics, 2016

2015
Guest Editorial EMBC 2014.
IEEE J. Biomed. Health Informatics, 2015

A Review of Emerging Technologies for the Management of Diabetes Mellitus.
IEEE Trans. Biomed. Eng., 2015

Detection of blur artifacts in histopathological whole-slide images of endomyocardial biopsies.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Post-surgical complication prediction in the presence of low-rank missing data.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Effect of low-expression gene filtering on detection of differentially expressed genes in RNA-seq data.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Pan-cancer analysis for studying cancer stage using protein expression data.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

A semi-supervised method for predicting cancer survival using incomplete clinical data.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Biomedical Big Data Analytics for Patient-Centric and Outcome-Driven Precision Health.
Proceedings of the 39th Annual Computer Software and Applications Conference, 2015

Integration of multimodal RNA-seq data for prediction of kidney cancer survival.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

The impact of RNA-seq aligners on gene expression estimation.
Proceedings of the 6th ACM Conference on Bioinformatics, 2015

Developing robust predictive models for head and neck cancer across microarray and RNA-seq data.
Proceedings of the 6th ACM Conference on Bioinformatics, 2015

Improving personalized clinical risk prediction based on causality-based association rules.
Proceedings of the 6th ACM Conference on Bioinformatics, 2015

2014
Guest Editorial: Computational Solutions to Large-Scale Data Management and Analysis in Translational and Personalized Medicine.
IEEE J. Biomed. Health Informatics, 2014

Removing Batch Effects From Histopathological Images for Enhanced Cancer Diagnosis.
IEEE J. Biomed. Health Informatics, 2014

The impact of RNA-seq alignment pipeline on detection of differentially expressed genes.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Evaluation of performance metrics for histopathological image classifier optimization.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Comparison of clustering pipelines for the analysis of mass spectrometry imaging data.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Multi-channel LED light source for fluorescent agent aided minimally invasive surgery.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Models for predicting stage in head and neck squamous cell carcinoma using proteomic data.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Comparison of normalization algorithms for cross-batch color segmentation of histopathological images.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Investigation of factors affecting RNA-seq gene expression calls.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Semantic interpretation of robust imaging features for Fuhrman grading of renal carcinoma.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

MotionTalk: personalized home rehabilitation system for assisting patients with impaired mobility.
Proceedings of the 5th ACM Conference on Bioinformatics, 2014

omniClassifier: a desktop grid computing system for big data prediction modeling.
Proceedings of the 5th ACM Conference on Bioinformatics, 2014

icuARM-II: improving the reliability of personalized risk prediction in pediatric intensive care units.
Proceedings of the 5th ACM Conference on Bioinformatics, 2014

2013
Multivariate Hypergeometric Similarity Measure.
IEEE ACM Trans. Comput. Biol. Bioinform., 2013

Editorial: Special Issue on Health Informatics and Personalized Medicine.
IEEE Trans. Biomed. Eng., 2013

omniBiomarker: A Web-Based Application for Knowledge-Driven Biomarker Identification.
IEEE Trans. Biomed. Eng., 2013

Grand Challenges in Interfacing Engineering With Life Sciences and Medicine.
IEEE Trans. Biomed. Eng., 2013

Review: Pathology imaging informatics for quantitative analysis of whole-slide images.
J. Am. Medical Informatics Assoc., 2013

Biomedical imaging informatics in the era of precision medicine: progress, challenges, and opportunities.
J. Am. Medical Informatics Assoc., 2013

Histological image classification using biologically interpretable shape-based features.
BMC Medical Imaging, 2013

Assessing the impact of human genome annotation choice on RNA-seq expression estimates.
BMC Bioinform., 2013

A fast least-squares algorithm for population inference.
BMC Bioinform., 2013

Cloud-based integrative solution for personalized pain management.
Proceedings of the Wireless Health 2013, 2013

Mining Association Rules for Neurobehavioral and Motor Disorders in Children Diagnosed with Cerebral Palsy.
Proceedings of the IEEE International Conference on Healthcare Informatics, 2013

An approach for assessing RNA-seq quantification algorithms in replication studies.
Proceedings of the 2013 IEEE International Workshop on Genomic Signal Processing and Statistics, 2013

Kinect-based rehabilitation system for patients with traumatic brain injury.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

A pilot biomedical engineering course in rapid prototyping for mobile health.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Unmixing of spectrally similar quantum dots using filter selection.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

iACT - An interactive mHealth monitoring system to enhance psychotherapy for adolescents with sickle cell disease.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Benchmarking RNA-Seq quantification tools.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Exploration of genomic, proteomic, and histopathological image data integration methods for clinical prediction.
Proceedings of the 2013 IEEE China Summit and International Conference on Signal and Information Processing, 2013

Systematic Assessment of RNA-Seq Quantification Tools Using Simulated Sequence Data.
Proceedings of the ACM Conference on Bioinformatics, 2013

2012
Cardiovascular Genomics: A Biomarker Identification Pipeline.
IEEE Trans. Inf. Technol. Biomed., 2012

Integrating image analysis algorithms in a web interface for the quantification of microtubule dynamics.
Int. J. Comput. Biol. Drug Des., 2012

Win percentage: a novel measure for assessing the suitability of machine classifiers for biological problems.
BMC Bioinform., 2012

Reverse engineering biomolecular systems using -omic data: challenges, progress and opportunities.
Briefings Bioinform., 2012

Development of a novel 2D color map for interactive segmentation of histological images.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Improving the flexibility of RNA-Seq data analysis pipelines.
Proceedings of the Proceedings 2012 IEEE International Workshop on Genomic Signal Processing and Statistics, 2012

Activity and school attendance monitoring system for adolescents with Sickle cell disease.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Feasibility of multiplex quantum dot stain using primary antibodies from four distinct host animals.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Scale normalization of histopathological images for batch invariant cancer diagnostic models.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

The effect of human genome annotation complexity on RNA-Seq gene expression quantification.
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2012

SickleREMOTE: A two-way text messaging system for pediatric sickle cell disease patients.
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012

Biological interpretation of morphological patterns in histopathological whole-slide images.
Proceedings of the ACM International Conference on Bioinformatics, 2012

2011
Adaptive Control Model Reveals Systematic Feedback and Key Molecules in Metabolic Pathway Regulation.
J. Comput. Biol., 2011

caCORRECT2: Improving the accuracy and reliability of microarray data in the presence of artifacts.
BMC Bioinform., 2011

Chronic Care Continuum (C<sup>3</sup>): mobile-ready life skills training for adolescents with chronic diseases.
Proceedings of the First ACM Workshop on Mobile Systems, 2011

An Analysis of Scale and Rotation Invariance in the Bag-of-Features Method for Histopathological Image Classification.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Automatic batch-invariant color segmentation of histological cancer images.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Exploring the feasibility of next-generation sequencing and microarray data meta-analysis.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

caREMOTE: The design of a cancer reporting and monitoring telemedicine system for domestic care.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Autonomous point-based registration of prostate gland tissue images.
Proceedings of the 4th International Conference on Biomedical Engineering and Informatics, 2011

Evaluation of normalization methods for RNA-Seq gene expression estimation.
Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011

Biological Interpretation of Model-Reference Adaptive Control in a Mass Action Kinetics Metabolic Pathway Model.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011

Histological Image Feature Mining Reveals Emergent Diagnostic Properties for Renal Cancer.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011

A web interface for the quantification of microtubule dynamics.
Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011

Hypergeometric Similarity Measure for Spatial Analysis in Tissue Imaging Mass Spectrometry.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011

SecureMed-ID: memorable and private identifiers for off-site access to medical records.
Proceedings of the ACM International Conference on Bioinformatics, 2011

2010
The Effects of Website Personalization on User Intention to Return through Cognitive Beliefs and Affective Reactions.
Proceedings of the Pacific Asia Conference on Information Systems, 2010

A distributed system for fast alignment of next-generation sequencing data.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2010

TissueWiki<sup>Mobile</sup>: An integrative protein expression image browser for pathological knowledge sharing and annotation on a mobile device.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2010

2009
Automated Renal Cell Carcinoma Subtype Classification Using Morphological, Textural and Wavelets Based Features.
J. Signal Process. Syst., 2009

Improving the Efficiency of Biomarker Identification Using Biological Knowledge.
Proceedings of the Biocomputing 2009: Proceedings of the Pacific Symposium, 2009

Automated Cell Counting and Cluster Segmentation Using Concavity Detection and Ellipse Fitting Techniques.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Development of a High Resolution 3D Infant Stomach Model for Surgical Planning.
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009

2008
ArrayWiki: an enabling technology for sharing public microarray data repositories and meta-analyses.
BMC Bioinform., 2008

Quantitative analysis of numerical solvers for oscillatory biomolecular system models.
BMC Bioinform., 2008

Improving Microarray Sample Size Using Bootstrap Data Combination.
Proceedings of the International Multisymposiums on Computer and Computational Sciences, 2008

Matrix factorization techniques for analysis of imaging mass spectrometry data.
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008

Using spiral intensity profile to quantify head and neck cancer.
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008

Improving renal cell carcinoma classification by automatic region of interest selection.
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008

2007
Toward an analytical approach for effective Web site design: A framework for modeling, evaluation and enhancement.
Electron. Commer. Res. Appl., 2007

Web Structure Reorganization to Improve Web Navigation Efficiency.
Proceedings of the Pacific Asia Conference on Information Systems, 2007

Relational Study of Information Technology and Production Management: - The Case of Closer Economic Partnership Arrangement (CEPA) between Mainland China and Hong Kong.
Proceedings of the Pacific Asia Conference on Information Systems, 2007

An Integrated Image Quantification System for Colorectal Cancer Risk Assessment Using Quantum Dots and Molecular Profiling.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

ArrayWiki: Liberating Microarray Data from Non-collaborative Public Repositories.
Proceedings of the Proceeding of the Second International Multi-Symposium of Computer and Computational Sciences (IMSCCS 2007), 2007

Quantitative Comparison of Numerical Solvers for Models of Oscillatory Biochemical Systems.
Proceedings of the Proceeding of the Second International Multi-Symposium of Computer and Computational Sciences (IMSCCS 2007), 2007

Using Particle Filter to Track and Model Microtubule Dynamics.
Proceedings of the International Conference on Image Processing, 2007

Computer Aided Histopathological Classification of Cancer Subtypes.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

Estimating Classification Error to Identify Biomarkers in Time Series Expression Data.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

Evolving Biological Behavior in Gene-Based Cellular Simulations.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

Multivariate Analysis of Imaging Mass Spectrometry Data.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

Bio-Nano-Info Integration for Personalized Medicine.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

Review of Systems Biology Simulation Tools for Translational Research.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

Microtubule Dynamics Classification Using a Statistical Model of the Movement of Outer Tips.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

2006
Ceulular Imaging Data Analysis: Mircotubule Dynamics in Living Cell.
Proceedings of the International Conference on Image Processing, 2006

Bio-Nano-Informatics: An Integrated Information Management System for Personalized Oncology.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Selecting Clinically-Driven Biomarkers for Cancer Nanotechnology.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Automatic Microtubule Tracking for QD-Based In Vivo Cell Imaging and Drug Efficacy Study.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Detecting and Quantifying Biomarkers of Risk for Colorectal Cancer Using Quantum Dots and Novel Image Analysis Algorithms.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005
Towards Analytical Approach to Effective Website Designs: A Framework for Modeling, Evaluation and Enhancement.
Proceedings of the Pacific Asia Conference on Information Systems, 2005

Towards Effective Web Site Designs: A Framework for Modeling, Design Evaluation and Enhancement.
Proceedings of the 2005 IEEE International Conference on e-Technology, e-Commerce, and e-Services (EEE 2005), 29 March, 2005

2004
High speed processing of biomedical images using programmable gpu.
Proceedings of the 2004 International Conference on Image Processing, 2004

Development of a Knowledge-Based Multi-Scheme Cancer Microarray Data Analysis System.
Proceedings of the 3rd International IEEE Computer Society Computational Systems Bioinformatics Conference, 2004

EGOMinor: A Genomics and Proteomics Data Computation and Interpretation System for Biomedical Applications.
Proceedings of the 3rd International IEEE Computer Society Computational Systems Bioinformatics Conference, 2004

2003
Volumetric Medical Image Compression and Reconstruction for Interactive Visualization in Surgical Planning.
Proceedings of the 2003 Data Compression Conference (DCC 2003), 2003

Development of A Biomedical Imaging Informatics System for Diagnosis and Treatment Planning.
Proceedings of the AMIA 2003, 2003

Development of Gene Ontology Tool for Biological Interpretation of Genomic and Proteomic Data.
Proceedings of the AMIA 2003, 2003


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