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Baishali Chaudhury

Address: ENB 218
Department of Computer Science and Engineering
University of South Florida
4202 E.Fowler Avenue
Tampa, FL 33620-5399

E-mail: baishali@mail.usf.edu

 

Publications  (First authored)
 
 

1. Baishali Chaudhury,  Mu Zhou, Lawrence O. Hall, Dmitry B. Goldgof, Robert A. Gatenby, Robert Gillies, and Jennifer S. Drukteinis. "Identifying Metastatic Breast Tumors Using Textural Kinetic Features from Contrast Based Habitat Analysis of DCE-MRI." accepted in SPIE Medical Imaging Conference on Computer-Aided Diagnosis, Orlando, FL, 2015.

 

2. Baishali Chaudhury,  Mu Zhou, Lawrence O. Hall, Dmitry B. Goldgof, Robert A. Gatenby, Robert Gillies, and Jennifer S. Drukteinis. "Using Features from Tumor Sub-regions of Breast DCE-MRI for Estrogen Receptor Status Prediction." In Proc. International IEEE Conference on System, Man and Cybernetic, San Degio, CA, 2014

 

3. Baishali Chaudhury, Lawrence O. Hall, Dmitry B. Goldgof, Robert A. Gatenby, Robert Gillies, and Jennifer S. Drukteinis. "New method for predicting estrogen receptor status utilizing breast MRI texture kinetic analysis." In SPIE Medical Imaging, pp. 90351V-90351V. International Society for Optics and Photonics, 2014.

 

4. Baishali Chaudhury, Hady Ahmady Phoulady, Dmitry Goldgof, Lawrence O. Hall, Peter R. Mouton, Ardeshir Hakam, and Erin M. Siegel. "An Ensemble Algorithm Framework for Automated Stereology of Cervical Cancer." In Image Analysis and Processing–ICIAP 2013, pp. 823-832. Springer Berlin Heidelberg, 2013.

 

5. Baishali Chaudhury,, Kurt Kramer, Daniel Elozory, Gerry Hernandez, Dmitry Goldgof, Lawrence O. Hall, and Peter R. Mouton. "A novel algorithm for automated counting of stained cells on thick tissue sections." In Computer-Based Medical Systems (CBMS), 2012 25th International Symposium on, pp. 1-6. IEEE, 2012.

 

6. Baishali Chaudhury, Oge Marques, Gustavo B. Borba, and Humberto R. Gamba. "UNSUPERVISED REGIONS OF INTEREST EXTRACTION BASED ON VISUAL ATTENTION AND SIFT." In Proceedings of the 7th IASTED International Conference, vol. 678, no. 048, p. 182, 2010.

 

7. Baishali Chaudhury, "Single axis manipulator control using machine vision and virtual reality technique." In Industrial Electronics, 2008. ISIE 2008. IEEE International Symposium on, pp. 2555-2560. IEEE, 2008. (won best student paper award)

 

Other Publications
 

1. Hamidreza Farhidzadeh, Baishali Chaudhury, Mu Zhou, Dmitry B. Goldgof, Lawrence O. Hall,  Robert A. Gatenby, Robert J. Gillies, Meera Raghavan. "Prediction of treatment outcome in soft tissue sarcoma based on radiologically defined habitats", accepted in SPIE Medical Imaging Conference on Computer-Aided Diagnosis, Orlando, FL, 2015.

 

2.  Drukteinis, Jennifer S., Baishali Chaudhury, Lawrence O. Hall, Dmitry B. Goldgof, Robert Gillies, and Robert A. Gatenby. "Evolutionary dynamics in breast cancer via MRI textural kinetic analysis." Cancer Research 74, no. 19 Supplement (2014): 4188-4188.

 

3. Hady Ahmady Phoulady, Baishali Chaudhury, Dmitry Goldgof, Lawrence O. Hall, Peter R. Mouton, Ardeshir Hakam, Erin M. Siegel. "Experiments with Large Ensembles for Segmentation and Classification of Cervical Cancer Biopsy Images", In Proc. International IEEE Conference on System, Man and Cybernetic, San Degio, CA, 2014

 

4. Elozory, D. T., Kurt A. Kramer, Baishali Chaudhury, Om Pavitra. Bonam, Dmitry B. Goldgof, Lawrence O. Hall, and Peter R. Mouton. "Automatic section thickness determination using an absolute gradient focus function." Journal of microscopy 248, no. 3 (2012): 245-259.

 

5. Kramer, Kurt A., Peter R. Mouton, Lawrence O. Hall, Dmitry Goldgof, Daniel T. Elozory, Om Pavithra Bonam, and Baishali Chaudhury. "Automatic stereological analysis of biological tissue including section thickness determination." U.S. Patent Application 13/371,889, filed February 13, 2012.

 
 
 
 
 
 

Languages

C/ C++

Java

Matlab

 

Research Skills and Interests

Image Processing

Data Mining  & Machine Learning

Computer Aided Diagnosis

 

 

 


 

2010 - present

2010 - present

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