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A Review of Nuclei Detection and Segmentation on Microscopy Images Using Deep Learning With Applications to Unbiased Stereology Counting.
IEEE Trans Neural Netw Learn Syst. 2022 Nov 3;PP. doi: 10.1109/TNNLS.2022.3213407. Online ahead of print.
IEEE Trans Neural Netw Learn Syst. 2022.
PMID: 36327184
Automated Cell Counts on Tissue Sections by Deep Learning and Unbiased Stereology.
Alahmari SS, Goldgof D, Hall L, Phoulady HA, Patel RH, Mouton PR.
Alahmari SS, et al.
J Chem Neuroanat. 2019 Mar;96:94-101. doi: 10.1016/j.jchemneu.2018.12.010. Epub 2018 Dec 27.
J Chem Neuroanat. 2019.
PMID: 30594529
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Delta Radiomics Improves Pulmonary Nodule Malignancy Prediction in Lung Cancer Screening.
Alahmari SS, Cherezov D, Goldgof D, Hall L, Gillies RJ, Schabath MB.
Alahmari SS, et al.
IEEE Access. 2018;6:77796-77806. doi: 10.1109/ACCESS.2018.2884126. Epub 2018 Nov 29.
IEEE Access. 2018.
PMID: 30607311
Free PMC article.
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An adaptive digital stain separation method for deep learning-based automatic cell profile counts.
Dave P, Alahmari S, Goldgof D, Hall LO, Morera H, Mouton PR.
Dave P, et al.
J Neurosci Methods. 2021 Apr 15;354:109102. doi: 10.1016/j.jneumeth.2021.109102. Epub 2021 Feb 17.
J Neurosci Methods. 2021.
PMID: 33607171
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A disector-based framework for the automatic optical fractionator.
Dave P, Goldgof D, Hall LO, Kolinko Y, Allen K, Alahmari S, Mouton PR.
Dave P, et al.
J Chem Neuroanat. 2022 Oct;124:102134. doi: 10.1016/j.jchemneu.2022.102134. Epub 2022 Jul 15.
J Chem Neuroanat. 2022.
PMID: 35839940
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A novel deep learning-based method for automatic stereology of microglia cells from low magnification images.
Morera H, Dave P, Kolinko Y, Alahmari S, Anderson A, Denham G, Davis C, Riano J, Goldgof D, Hall LO, Harry GJ, Mouton PR.
Morera H, et al.
Neurotoxicol Teratol. 2024 Mar-Apr;102:107336. doi: 10.1016/j.ntt.2024.107336. Epub 2024 Feb 23.
Neurotoxicol Teratol. 2024.
PMID: 38402997
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