El-Baz A - Search Results

1

Accurate Diabetes Risk Stratification Using Machine Learning: Role of Missing Value and Outliers.

Maniruzzaman M, Rahman MJ, Al-MehediHasan M, Suri HS, Abedin MM, El-Baz A, Suri JS. Maniruzzaman M, et al. J Med Syst. 2018 Apr 10;42(5):92. doi: 10.1007/s10916-018-0940-7. J Med Syst. 2018. PMID: 29637403 Free PMC article.

2

Accurate automated detection of autism related corpus callosum abnormalities.

El-Baz A, Elnakib A, Casanova MF, Gimel'farb G, Switala AE, Jordan D, Rainey S. El-Baz A, et al. J Med Syst. 2011 Oct;35(5):929-39. doi: 10.1007/s10916-010-9510-3. Epub 2010 May 6. J Med Syst. 2011. PMID: 20703686

3

Prostate tissue characterization/classification in 144 patient population using wavelet and higher order spectra features from transrectal ultrasound images.

Pareek G, Acharya UR, Sree SV, Swapna G, Yantri R, Martis RJ, Saba L, Krishnamurthi G, Mallarini G, El-Baz A, Al Ekish S, Beland M, Suri JS. Pareek G, et al. Technol Cancer Res Treat. 2013 Dec;12(6):545-57. doi: 10.7785/tcrt.2012.500346. Epub 2013 Jun 6. Technol Cancer Res Treat. 2013. PMID: 23745787 Free article.

4

Automated and accurate carotid bulb detection, its verification and validation in low quality frozen frames and motion video.

Ikeda N, Araki T, Dey N, Bose S, Shafique S, El-Baz A, Cuadrado Godia E, Anzidei M, Saba L, Suri JS. Ikeda N, et al. Int Angiol. 2014 Dec;33(6):573-89. Epub 2014 Mar 21. Int Angiol. 2014. PMID: 24658129

5

Five multiresolution-based calcium volume measurement techniques from coronary IVUS videos: A comparative approach.

Banchhor SK, Araki T, Londhe ND, Ikeda N, Radeva P, Elbaz A, Saba L, Nicolaides A, Shafique S, Laird JR, Suri JS. Banchhor SK, et al. Comput Methods Programs Biomed. 2016 Oct;134:237-58. doi: 10.1016/j.cmpb.2016.07.009. Epub 2016 Jul 9. Comput Methods Programs Biomed. 2016. PMID: 27480747

6

Stroke Risk Stratification and its Validation using Ultrasonic Echolucent Carotid Wall Plaque Morphology: A Machine Learning Paradigm.

Araki T, Jain PK, Suri HS, Londhe ND, Ikeda N, El-Baz A, Shrivastava VK, Saba L, Nicolaides A, Shafique S, Laird JR, Gupta A, Suri JS. Araki T, et al. Comput Biol Med. 2017 Jan 1;80:77-96. doi: 10.1016/j.compbiomed.2016.11.011. Epub 2016 Nov 27. Comput Biol Med. 2017. PMID: 27915126

7

Comparative approaches for classification of diabetes mellitus data: Machine learning paradigm.

Maniruzzaman M, Kumar N, Menhazul Abedin M, Shaykhul Islam M, Suri HS, El-Baz AS, Suri JS. Maniruzzaman M, et al. Comput Methods Programs Biomed. 2017 Dec;152:23-34. doi: 10.1016/j.cmpb.2017.09.004. Epub 2017 Sep 8. Comput Methods Programs Biomed. 2017. PMID: 29054258

8

Risk factors of neonatal mortality and child mortality in Bangladesh.

Maniruzzaman M, Suri HS, Kumar N, Abedin MM, Rahman MJ, El-Baz A, Bhoot M, Teji JS, Suri JS. Maniruzzaman M, et al. J Glob Health. 2018 Jun;8(1):010417. doi: 10.7189/jogh.08.010421. J Glob Health. 2018. PMID: 29740501 Free PMC article.

9

Statistical characterization and classification of colon microarray gene expression data using multiple machine learning paradigms.

Maniruzzaman M, Jahanur Rahman M, Ahammed B, Abedin MM, Suri HS, Biswas M, El-Baz A, Bangeas P, Tsoulfas G, Suri JS. Maniruzzaman M, et al. Comput Methods Programs Biomed. 2019 Jul;176:173-193. doi: 10.1016/j.cmpb.2019.04.008. Epub 2019 Apr 10. Comput Methods Programs Biomed. 2019. PMID: 31200905

10

A Novel Block Imaging Technique Using Nine Artificial Intelligence Models for COVID-19 Disease Classification, Characterization and Severity Measurement in Lung Computed Tomography Scans on an Italian Cohort.

Agarwal M, Saba L, Gupta SK, Carriero A, Falaschi Z, Paschè A, Danna P, El-Baz A, Naidu S, Suri JS. Agarwal M, et al. J Med Syst. 2021 Jan 26;45(3):28. doi: 10.1007/s10916-021-01707-w. J Med Syst. 2021. PMID: 33496876 Free PMC article.

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