Author details

Full Name

Weijie Chen

Affiliation

ORCID

Career Start Year

2004

Papers

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
37361549	Regulatory considerations for medical imaging AI/ML devices in the United States: concepts and challenges.		2023
37469387	Longitudinal assessment of demographic representativeness in the Medical Imaging and Data Resource Center open data commons.	J Med Imaging (Bellingham)	2023
36971405	Data drift in medical machine learning: implications and potential remedies.		2023
37125409	Toward fairness in artificial intelligence for medical image analysis: identification and mitigation of potential biases in the roadmap from data collection to model deployment.	J Med Imaging (Bellingham)	2023
35222475	Stromal Protein Chloroplast Development and Biogenesis1 Is Essential for Chloroplast Development and Biogenesis in .	Frontiers in Plant Science	2022
34646912	Lessons learned in transitioning to AI in the medical imaging of COVID-19.	Journal of Medical Imaging	2021
31456480	Adaptive designs in multi-reader multi-case clinical trials of imaging devices.	Statistical Methods in Medical Research	2020
32206681	Special Section Guest Editorial: Evaluation Methodologies for Clinical AI.	Journal of Medical Imaging	2020
30713851	Impact of prevalence and case distribution in lab-based diagnostic imaging studies.	Journal of Medical Imaging	2019
27507287	Calibration of medical diagnostic classifier scores to the probability of disease.	Statistical Methods in Medical Research	2018
29746503	Nuclear IHC enumeration: A digital phantom to evaluate the performance of automated algorithms in digital pathology.	PLoS ONE	2018
29795776	Paired split-plot designs of multireader multicase studies.	Journal of Medical Imaging	2018
28110507	Computer-assisted quantification of CD3+ T cells in follicular lymphoma.	Cytometry. Part A : the journal of the International Society for Analytical Cytology	2017
28579665	FOXP3-stained image analysis for follicular lymphoma: Optimal adaptive thresholding with maximal nucleus coverage.	Proceedings of SPIE - The International Society for Optical Engineering	2017
28794577	MRMC analysis of agreement studies.	Proceedings of SPIE - The International Society for Optical Engineering	2016
26080378	Seamless Insertion of Pulmonary Nodules in Chest CT Images.	IEEE Transactions on Biomedical Engineering	2015
25667384	Identifying protein complexes based on the integration of PPI network and gene expression data.	International Journal of Bioinformatics Research and Applications	2015
25399736	Comparing two correlated C indices with right-censored survival outcome: a one-shot nonparametric approach.	Statistics in Medicine	2015
26715518	Classification of follicular lymphoma: the effect of computer aid on pathologists grading.	BMC Medical Informatics and Decision Making	2015
24884728	The average receiver operating characteristic curve in multireader multicase imaging studies.	British Journal of Radiology	2014
26158051	Multireader multicase reader studies with binary agreement data: simulation, analysis, validation, and sizing.	Journal of Medical Imaging	2014
26158043	Pioneers in Medical Imaging: Honoring the Memory of Robert F. Wagner.	Journal of Medical Imaging	2014
24487773	Computerized characterization of lung nodule subtlety using thoracic CT images.	Physics in Medicine and Biology	2014
24963481	Identifying dynamic protein complexes based on gene expression profiles and PPI networks.	Biomed Res Int	2014
23895587	On the assessment of the added value of new predictive biomarkers.	BMC Medical Research Methodology	2013
22717591	Hypothesis testing in noninferiority and equivalence MRMC ROC studies.	Academic Radiology	2012
22540303	Quantitative assessment and classification of tissue-based biomarker expression with color content analysis.		2012
20540907	Computerized assessment of breast lesion malignancy using DCE-MRI robustness study on two independent clinical datasets from two manufacturers.	Academic Radiology	2010
20676074	The MicroArray Quality Control (MAQC)-II study of common practices for the development and validation of microarray-based predictive models.	Nat Biotechnol	2010
19822471	A novel hybrid linear/nonlinear classifier for two-class classification: theory, algorithm, and applications.	IEEE Transactions on Medical Imaging	2010
20064235	Effect of training-sample size and classification difficulty on the accuracy of genomic predictors.	Breast Cancer Res	2010
18995194	Evaluation of computer-aided diagnosis on a large clinical full-field digital mammographic dataset.	Academic Radiology	2008
17763361	Volumetric texture analysis of breast lesions on contrast-enhanced magnetic resonance images.	Magnetic Resonance in Medicine	2007
16399033	A fuzzy c-means (FCM)-based approach for computerized segmentation of breast lesions in dynamic contrast-enhanced MR images.	Academic Radiology	2006
16964864	Automatic identification and classification of characteristic kinetic curves of breast lesions on DCE-MRI.	Medical Physics	2006
15191295	Computerized interpretation of breast MRI: investigation of enhancement-variance dynamics.	Medical Physics	2004