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Classifying cancer pathology reports with hierarchical self-attention networks.
Gao S, Qiu JX, Alawad M, Hinkle JD, Schaefferkoetter N, Yoon HJ, Christian B, Fearn PA, Penberthy L, Wu XC, Coyle L, Tourassi G, Ramanathan A. Gao S, et al. Among authors: alawad m. Artif Intell Med. 2019 Nov;101:101726. doi: 10.1016/j.artmed.2019.101726. Epub 2019 Oct 15. Artif Intell Med. 2019. PMID: 31813492 Free article.
Using case-level context to classify cancer pathology reports.
Gao S, Alawad M, Schaefferkoetter N, Penberthy L, Wu XC, Durbin EB, Coyle L, Ramanathan A, Tourassi G. Gao S, et al. Among authors: alawad m. PLoS One. 2020 May 12;15(5):e0232840. doi: 10.1371/journal.pone.0232840. eCollection 2020. PLoS One. 2020. PMID: 32396579 Free PMC article.
Deep active learning for classifying cancer pathology reports.
De Angeli K, Gao S, Alawad M, Yoon HJ, Schaefferkoetter N, Wu XC, Durbin EB, Doherty J, Stroup A, Coyle L, Penberthy L, Tourassi G. De Angeli K, et al. Among authors: alawad m. BMC Bioinformatics. 2021 Mar 9;22(1):113. doi: 10.1186/s12859-021-04047-1. BMC Bioinformatics. 2021. PMID: 33750288 Free PMC article.
Deep Transfer Learning Across Cancer Registries for Information Extraction from Pathology Reports.
Alawad M, Gao S, Qiu J, Schaefferkoetter N, Hinkle JD, Yoon HJ, Christian JB, Wu XC, Durbin EB, Jeong JC, Hands I, Rust D, Tourassi G. Alawad M, et al. IEEE EMBS Int Conf Biomed Health Inform. 2019 May;2019:10.1109/bhi.2019.8834586. doi: 10.1109/bhi.2019.8834586. Epub 2019 Sep 12. IEEE EMBS Int Conf Biomed Health Inform. 2019. PMID: 36081613 Free PMC article.
Limitations of Transformers on Clinical Text Classification.
Gao S, Alawad M, Young MT, Gounley J, Schaefferkoetter N, Yoon HJ, Wu XC, Durbin EB, Doherty J, Stroup A, Coyle L, Tourassi G. Gao S, et al. Among authors: alawad m. IEEE J Biomed Health Inform. 2021 Sep;25(9):3596-3607. doi: 10.1109/JBHI.2021.3062322. Epub 2021 Sep 3. IEEE J Biomed Health Inform. 2021. PMID: 33635801 Free PMC article.
Privacy-Preserving Deep Learning NLP Models for Cancer Registries.
Alawad M, Yoon HJ, Gao S, Mumphrey B, Wu XC, Durbin EB, Jeong JC, Hands I, Rust D, Coyle L, Penberthy L, Tourassi G. Alawad M, et al. IEEE Trans Emerg Top Comput. 2021 Jul-Sep;9(3):1219-1230. doi: 10.1109/tetc.2020.2983404. Epub 2020 Apr 16. IEEE Trans Emerg Top Comput. 2021. PMID: 36117774 Free PMC article.
Peripapillary atrophy classification using CNN deep learning for glaucoma screening.
Almansour A, Alawad M, Aljouie A, Almatar H, Qureshi W, Alabdulkader B, Alkanhal N, Abdul W, Almufarrej M, Gangadharan S, Aldebasi T, Alsomaie B, Almazroa A. Almansour A, et al. Among authors: alawad m. PLoS One. 2022 Oct 6;17(10):e0275446. doi: 10.1371/journal.pone.0275446. eCollection 2022. PLoS One. 2022. PMID: 36201448 Free PMC article.
81 results