Area of research
Radiology, Nuclear Medicine and Imaging · Artificial Intelligence
Research interest
Research interests include Radiomics and Machine Learning in Medical Imaging, AI in cancer detection, MRI in cancer diagnosis, and Digital Radiography and Breast Imaging.
Thawing methods affect quality properties and protein denaturation of frozen beef
AI-Quantified ¹¹C-MET PET/CT bone marrow metabolic activity for prognostic assessment in newly diagnosed multiple myeloma
Differences in Molecular Subtype Reference Standards Impact AI-based Breast Cancer Classification with Dynamic Contrast-enhanced MRI
Pilot study of machine learning in the task of distinguishing high and low-grade pediatric hydronephrosis on ultrasound
A Channel‐Dimensional Feature‐Reconstructed Deep Learning Model for Predicting Breast Cancer Molecular Subtypes on Overall <scp><i>b</i></scp>‐Value Diffusion‐Weighted <scp>MRI</scp>
Predicting glioblastoma molecular subtypes and prognosis with a multimodal model integrating convolutional neural network, radiomics, and semantics
A machine-learning algorithm for distinguishing malignant from benign indeterminate thyroid nodules using ultrasound radiomic features
Long-term influence of type 2 diabetes and metabolic syndrome on all-cause and cardiovascular death, and microvascular and macrovascular complications in Chinese adults — A 30-year follow-up of the Da Qing diabetes study
A review of explainable and interpretable AI with applications in COVID‐19 imaging
Evaluating the Accuracy of Breast Cancer and Molecular Subtype Diagnosis by Ultrasound Image Deep Learning Model
Polarization Effects in Water-Mediated Selective Cation Transport across a Narrow Transmembrane Channel
Lessons learned in transitioning to AI in the medical imaging of COVID-19
Hemorrhagic pericardial effusion following treatment with infliximab: A case report and literature review
Retraction Notice to “Endovascular Stent Deployment in the Management of Lesions Related to Internal Carotid Artery Redundancy” [World Neurosurgery 116 (2018), e903-e912]
Harmonization of radiomic features of breast lesions across international DCE-MRI datasets
MMKG: Multi-modal Knowledge Graphs
Digital Mammography in Breast Cancer: Additive Value of Radiomics of Breast Parenchyma
Comparison of Breast MRI Tumor Classification Using Human-Engineered Radiomics, Transfer Learning From Deep Convolutional Neural Networks, and Fusion Methods
Radiogenomics of breast cancer using dynamic contrast enhanced MRI and gene expression profiling
Independent validation of machine learning in diagnosing breast Cancer on magnetic resonance imaging within a single institution
Radiomics robustness assessment and classification evaluation: A two‐stage method demonstrated on multivendor <scp>FFDM</scp>
Transfer Learning From Convolutional Neural Networks for Computer-Aided Diagnosis: A Comparison of Digital Breast Tomosynthesis and Full-Field Digital Mammography
Variation in algorithm implementation across radiomics software
Graph–Theoretic Analysis of Monomethyl Phosphate Clustering in Ionic Solutions
Most-enhancing tumor volume by MRI radiomics predicts recurrence-free survival “early on” in neoadjuvant treatment of breast cancer
Breast lesion classification based on dynamic contrast-enhanced magnetic resonance images sequences with long short-term memory networks
RETRACTED: Endovascular Stent Deployment in the Management of Lesions Related to Internal Carotid Artery Redundancy
Machine Learning Force Field Parameters from Ab Initio Data
Deep learning in breast cancer risk assessment: evaluation of convolutional neural networks on a clinical dataset of full-field digital mammograms
Breast MRI radiomics: comparison of computer- and human-extracted imaging phenotypes
Attendee Support for the 2020 AAAI Doctorial Consortium
MRI: Acquisition of a High-Performance Computing Cluster for Occidental College
Bioavailability of Tetracycline in Water and Soil to Bacteria for Expressing Antibiotic Resistance Response
GOALI: 1 MHz, GaN-Based, Modular, Cascaded Z-Source Inverters for Scalable Grid-Interactive Photovoltaic (PV) Applications
Improving Power Quality and Safety Operation of Multiple Grid-Connected Residential Photovoltaic (PV) Systems with Distributed Storage, Control and Power Conditioning Systems
CAREER:Design, Modeling and Control of High Efficiency and High Power Density Multi-port Power Electronics Module for Hybrid Energy Systems
SBIR Phase I: A Novel Large Depth of Field and High Resolution Imaging Sensor
SBIR Phase I: VirtualFit - A Novel E-Commerce Tool for Custom-Fitting Eyeglass Frames
An In-Situ Study of Carbonate Mineral Solubility in the Upper Ocean
U.S.-Taiwan Cooperative Research: Distribution Patterns of Dissolved and Particulate Trace Elements in the East China Sea