Aize Cao

Publication Activity (10 Years)

Years Active: 2004-2022
Publications (10 Years): 6

Top Topics

Constrained Clustering

Medical Records

Machine Learning Models

Top Venues

Artif. Intell. Medicine

Comput. Math. Methods Medicine

Appl. Clin. Inform.

Publications

Qingguo Wang, Aize Cao, Vibhuti Gupta, Ashutosh Singhal, Todd Gary
Data Science to Enhance Research Capacity of a Research-Intensive Medical College. CSCI (2022)
Aize Cao, Arielle M. Fisher, Russell Poland, Todd Gary
Developing a Risk Prediction Model for 30-Day Readmission after Hospitalization from COVID-19. AMIA (2022)
Kristine E. Lynch, Stephen A. Deppen, Scott L. DuVall, Benjamin Viernes, Aize Cao, Daniel Park, Elizabeth Hanchrow, Kushan Hewa, Peter Greaves, Michael E. Matheny
Incrementally Transforming Electronic Medical Records into the Observational Medical Outcomes Partnership Common Data Model: A Multidimensional Quality Assurance Approach. Appl. Clin. Inform. 10 (05) (2019)
Jejo D. Koola, Aize Cao, Guanhua Chen, Amy Perkins, Samuel B. Ho, Sharon E. Davis, Michael E. Matheny
Machine Learning Models to Predict Readmission for Patients with Cirrhosis. AMIA (2017)
Fern FitzHenry, Svetlana K. Eden, Jason N. Denton, Robert J. LoCasale, Hui Cao, Aize Cao, Ruth M. Reeves, Nancy L. Wells, Michael E. Matheny
Informatics Challenges in Working with "Big Data" - A Use Case in Identifying Predictors of Constipation. AMIA (2016)
Jianyong Lou, Xulei Yang, Aize Cao
A Spatial Shape Constrained Clustering Method for Mammographic Mass Segmentation. Comput. Math. Methods Medicine 2015 (2015)
XuLei Yang, Aize Cao, Qing Song, Gerald Schaefer, Yi Su
Vicinal support vector classifier using supervised kernel-based clustering. Artif. Intell. Medicine 60 (3) (2014)
Laurie E. Cutting, Amy Clements-Stephens, Kenneth R. Pugh, Scott Burns, Aize Cao, James J. Pekar, Nicole Davis, Sheryl L. Rimrodt
Not All Reading Disabilities Are Dyslexia: Distinct Neurobiology of Specific Comprehension Deficits. Brain Connect. 3 (2) (2013)
Prashanth Dumpuri, Reid Carleton Thompson, Aize Cao, Siyi Ding, Ishita Garg, Benoit M. Dawant, Michael I. Miga
A Fast and Efficient Method to Compensate for Brain Shift for Tumor Resection Therapies Measured Between Preoperative and Postoperative Tomograms. IEEE Trans. Biomed. Eng. 57 (6) (2010)
XuLei Yang, Qing Song, Yi-Lei Wu, Aize Cao
A novel pruning approach for robust data clustering. Neural Comput. Appl. 18 (7) (2009)
Siyi Ding, Michael I. Miga, Jack H. Noble, Aize Cao, Prashanth Dumpuri, Reid Carleton Thompson, Benoit M. Dawant
Semiautomatic Registration of Pre- and Postbrain Tumor Resection Laser Range Data: Method and Validation. IEEE Trans. Biomed. Eng. 56 (3) (2009)
XuLei Yang, Qing Song, Yue Wang, Aize Cao, Yi-Lei Wu
A Modified Deterministic Annealing Algorithm for Robust Image Segmentation. J. Math. Imaging Vis. 30 (3) (2008)
Aize Cao, Qing Song, XuLei Yang
Robust information clustering incorporating spatial information for breast mass detection in digitized mammograms. Comput. Vis. Image Underst. 109 (1) (2008)
Aize Cao, Michael I. Miga, Prashanth Dumpuri, Siyi Ding, Benoit M. Dawant, Reid Carleton Thompson
Target error for image-to-physical space registration: preliminary clinical results using laser range scanning. Medical Imaging: Image-Guided Procedures (2007)
Prashanth Dumpuri, Reid Carleton Thompson, Benoit M. Dawant, Aize Cao, Michael I. Miga
An atlas-based method to compensate for brain shift: Preliminary results. Medical Image Anal. 11 (2) (2007)
Sheng Liu, Qing Song, Aize Cao, Xulei Yang, Yilei Wu
Robust Mixture Model Clustering of DNA Binding Sites. EMBC (2006)
XuLei Yang, Aize Cao, Qing Song
Image Segmentation by Deterministic Annealing Algorithm with Adaptive Spatial Constraints. ISNN (2) (2006)
Aize Cao, Prashanth Dumpuri, Michael I. Miga
Tracking cortical surface deformations based on vessel structure using a laser range scanner. ISBI (2006)
XuLei Yang, Aize Cao, Qing Song
A New Cluster Validity for Data Clustering. Neural Process. Lett. 23 (3) (2006)
XuLei Yang, Qing Song, Aize Cao, Sheng Liu, Chengyi Guo
Robust c-shells based deterministic annealing clustering algorithm. FUZZ-IEEE (2004)
Aize Cao, Qing Song, XuLei Yang, Sheng Liu
Breast Mass Segmentation on Digital Mammograms by a Combined Deterministic Annealing Method. ISBI (2004)
Aize Cao, Qing Song, XuLei Yang, Lei Wang
Breast Mass Segmentation based on Information Theory. ICPR (3) (2004)