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Journal Articles
- 2023
[j14]Oliver Faust
, Simona De Michele, Joel E. W. Koh, V. Jahmunah, Shu Lih Oh, Aditya P. Kamath, Prabal Datta Barua, Edward J. Ciaccio, Suzanne K. Lewis, Peter H. R. Green, Govind Bhagat, U. Rajendra Acharya:
Automated analysis of small intestinal lamina propria to distinguish normal, Celiac Disease, and Non-Celiac Duodenitis biopsy images. Comput. Methods Programs Biomed. 230: 107320 (2023)- 2021
- [j13]Joel Koh En Wei, Simona De Michele, K. Vidya Sudarshan, V. Jahmunah, Edward J. Ciaccio, Ooi Chui Ping, Raj Gururajan, Rashmi Gururajan, Shu Lih Oh, Suzanne K. Lewis, Peter H. R. Green, Govind Bhagat, U. Rajendra Acharya:
Automated interpretation of biopsy images for the detection of celiac disease using a machine learning approach. Comput. Methods Programs Biomed. 203: 106010 (2021) - [j12]Bing Nan Li, Xinle Wang, Rong Wang, Teng Zhou, Rongke Gao, Edward J. Ciaccio, Peter H. R. Green:
Celiac Disease Detection From Videocapsule Endoscopy Images Using Strip Principal Component Analysis. IEEE ACM Trans. Comput. Biol. Bioinform. 18(4): 1396-1404 (2021) - 2020
- [j11]Xinle Wang, Haiyang Qian, Edward J. Ciaccio, Suzanne K. Lewis, Govind Bhagat, Peter H. R. Green, Shenghao Xu, Liang Huang, Rongke Gao, Yu Liu:
Celiac disease diagnosis from videocapsule endoscopy images with residual learning and deep feature extraction. Comput. Methods Programs Biomed. 187: 105236 (2020) - 2019
- [j10]Edward J. Ciaccio, Suzanne K. Lewis, Govind Bhagat, Peter H. R. Green:
Color masking improves classification of celiac disease in videocapsule endoscopy images. Comput. Biol. Medicine 106: 150-156 (2019) - [j9]Joel E. W. Koh, Yuki Hagiwara, Shu Lih Oh, Jen Hong Tan, Edward J. Ciaccio, Peter H. R. Green, Suzanne K. Lewis, U. Rajendra Acharya:
Automated diagnosis of celiac disease using DWT and nonlinear features with video capsule endoscopy images. Future Gener. Comput. Syst. 90: 86-93 (2019) - [j8]Jahmunah Vicnesh, Joel Koh En Wei, Edward J. Ciaccio, Shu Lih Oh, Govind Bhagat, Suzanne K. Lewis, Peter H. R. Green, U. Rajendra Acharya:
Automated diagnosis of celiac disease by video capsule endoscopy using DAISY Descriptors. J. Medical Syst. 43(6): 157:1-157:9 (2019) - 2017
- [j7]Teng Zhou, Guoqiang Han, Bing Nan Li, Zhizhe Lin, Edward J. Ciaccio, Peter H. R. Green, Jing Qin:
Quantitative analysis of patients with celiac disease by video capsule endoscopy: A deep learning method. Comput. Biol. Medicine 85: 1-6 (2017) - 2016
- [j6]Edward J. Ciaccio, Govind Bhagat, Suzanne K. Lewis, Peter H. R. Green:
Extraction and processing of videocapsule data to detect and measure the presence of villous atrophy in celiac disease patients. Comput. Biol. Medicine 78: 97-106 (2016) - 2015
- [j5]Edward J. Ciaccio, Govind Bhagat, Suzanne K. Lewis, Peter H. R. Green:
Suggestions for automatic quantitation of endoscopic image analysis to improve detection of small intestinal pathology in celiac disease patients. Comput. Biol. Medicine 65: 364-368 (2015) - [j4]Edward J. Ciaccio, Govind Bhagat, Suzanne K. Lewis, Peter H. R. Green:
Trends in celiac disease research. Comput. Biol. Medicine 65: 369-378 (2015) - 2013
- [j3]Edward J. Ciaccio, Christina A. Tennyson, Govind Bhagat, Suzanne K. Lewis, Peter H. R. Green:
Use of shape-from-shading to estimate three-dimensional architecture in the small intestinal lumen of celiac and control patients. Comput. Methods Programs Biomed. 111(3): 676-684 (2013) - 2012
- [j2]Edward J. Ciaccio, Christina A. Tennyson, Govind Bhagat, Suzanne K. Lewis, Peter H. R. Green:
Transformation of videocapsule images to detect small bowel mucosal differences in celiac versus control patients. Comput. Methods Programs Biomed. 108(1): 28-37 (2012) - 2010
- [j1]Edward J. Ciaccio, Christina A. Tennyson, Suzanne K. Lewis, Suneeta Krishnareddy, Govind Bhagat, Peter H. R. Green:
Distinguishing patients with celiac disease by quantitative analysis of videocapsule endoscopy images. Comput. Methods Programs Biomed. 100(1): 39-48 (2010)
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