204 results on '"Wang, May D."'
Search Results
2. Personalized COVID-19 Early Detection Using Wearable Data Based on Self-Reported Records
3. Development of Interpretable Machine Learning Models for COVID-19 Drug Target Docking Scores Prediction
4. Uncertainty-Aware Ensemble Learning Models for Out-of-Distribution Medical Imaging Analysis
5. Identification of Single-Cell RNA Sequencing Molecular Signatures for COVID-19 Infection Severity Classification
6. Latent Topic Extraction as a Source of Labeling in Natural Language Processing
7. Concept Bottleneck Model for Adolescent Idiopathic Scoliosis Patient Reported Outcomes Prediction
8. Rare Heart Transplant Rejection Classification Using Diffusion-Based Synthetic Image Augmentation
9. Automated Seizure Detection using Transformer Models on Multi-Channel EEGs
10. Development of Machine Learning Regression Model for COVID-19 Drug Target Prediction
11. IDTVR: A Novel Cloud Framework for an Interactive Digital Twin in Virtual Reality
12. Multi-Modal Deep Learning Models for Alzheimer's Disease Prediction Using MRI and EHR
13. Automating Treatment Recommendations for Children with Cerebral Palsy Based on Multi-Modal Clinical Data
14. Development of a generalizable multi-site and multi-modality clinical data cloud infrastructure for pediatric patient care
15. Identification of COVID-19 severity and associated genetic biomarkers based on scRNA-seq data
16. Accelerating Multi-site Health Informatics with Streamlined Data Infrastructure using OMOP-on-FHIR
17. A FHIR-compliant Application for Multi-Site and Multi-Modality Pediatric Scoliosis Patient Rehabilitation
18. Explainable Sleep Stage Classification with Multimodal Electrophysiology Time-series
19. A Gradient-based Approach for Explaining Multimodal Deep Learning Classifiers
20. A Novel Local Ablation Approach for Explaining Multimodal Classifiers
21. Respiratory Markers Significantly Enhance Anxiety Detection Using Multimodal Physiological Sensing
22. An Expansion for Automated Cardiac Anomaly Detection Frameworks with Multimodal Missing Data Imputation
23. Improving Heart Transplant Rejection Classification Training using Progressive Generative Adversarial Networks
24. Learning from Heterogeneous Data via Contrastive Learning: An Application in Multi-Source COVID-19 Radiography
25. Automated Risk Assessment of COVID-19 Patients at Diagnosis Using Electronic Healthcare Records
26. TLSurv
27. Automated Classification of Acute Rejection from Endomyocardial Biopsies
28. EXAM
29. Training Confidence-Calibrated Classifier via Distributionally Robust Learning
30. Generating Region of Interests for Invasive Breast Cancer in Histopathological Whole-Slide-Image
31. Graph Convolutional Neural Networks to Classify Whole Slide Images
32. An Information Theoretic Learning for Causal Direction Identification
33. A Translational Pipeline for Overall Survival Prediction of Breast Cancer Patients by Decision-Level Integration of Multi-Omics Data
34. Tutorial: Causal Inference in Biomedical Data Analytics -- Basics and Recent Advances
35. Learning to Evaluate Color Similarity for Histopathology Images using Triplet Networks
36. Improving Classification of Breast Cancer by Utilizing the Image Pyramids of Whole-Slide Imaging and Multi-scale Convolutional Neural Networks
37. Improved Prediction on Heart Transplant Rejection Using Convolutional Autoencoder and Multiple Instance Learning on Whole-Slide Imaging
38. Feature Exploration and Causal Inference on Mortality of Epilepsy Patients Using Insurance Claims Data
39. Improving Validity of Cause of Death on Death Certificates
40. Early Prediction of Sepsis in EMR Records Using Traditional ML Techniques and Deep Learning LSTM Networks
41. Prediction of heart transplant rejection using histopathological whole-slide imaging
42. Infer Cause of Death for Population Health Using Convolutional Neural Network
43. Interpretable Predictions of Clinical Outcomes with An Attention-based Recurrent Neural Network
44. 11C-PIB PET image analysis for Alzheimer's diagnosis using weighted voting ensembles
45. DeepDeath: Learning to predict the underlying cause of death with Big Data
46. Combination of static and temporal data analysis to predict mortality and readmission in the intensive care
47. MotifMark: Finding regulatory motifs in DNA sequences
48. Asthma Academy: Developing educational technology to improve Asthma medication adherence and intervention efficiency
49. Intelligent mortality reporting with FHIR
50. Predicting heart rejection using histopathological whole-slide imaging and deep neural network with dropout
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