Tourassi G - Search Results

1

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: tourassi g. PLoS One. 2020 May 12;15(5):e0232840. doi: 10.1371/journal.pone.0232840. eCollection 2020. PLoS One. 2020. PMID: 32396579 Free PMC article.

2

Hierarchical attention networks for information extraction from cancer pathology reports.

Gao S, Young MT, Qiu JX, Yoon HJ, Christian JB, Fearn PA, Tourassi GD, Ramanthan A. Gao S, et al. J Am Med Inform Assoc. 2018 Mar 1;25(3):321-330. doi: 10.1093/jamia/ocx131. J Am Med Inform Assoc. 2018. PMID: 29155996 Free PMC article.

3

Scalable deep text comprehension for Cancer surveillance on high-performance computing.

Qiu JX, Yoon HJ, Srivastava K, Watson TP, Blair Christian J, Ramanathan A, Wu XC, Fearn PA, Tourassi GD. Qiu JX, et al. BMC Bioinformatics. 2018 Dec 21;19(Suppl 18):488. doi: 10.1186/s12859-018-2511-9. BMC Bioinformatics. 2018. PMID: 30577743 Free PMC article.

4

CAT: computer aided triage improving upon the Bayes risk through ε-refusal triage rules.

Hengartner N, Cuellar L, Wu XC, Tourassi G, Qiu J, Christian B, Bhattacharya T. Hengartner N, et al. Among authors: tourassi g. BMC Bioinformatics. 2018 Dec 21;19(Suppl 18):485. doi: 10.1186/s12859-018-2503-9. BMC Bioinformatics. 2018. PMID: 30577756 Free PMC article.

5

Harnessing the Power of Collaboration and Training Within Clinical Data Science to Generate Real-World Evidence in the Era of Precision Oncology.

Rivera DR, Lee JSH, Hsu E, Khoury MJ, Meng F, Olivero O, Penberthy L, Tourassi GD. Rivera DR, et al. Clin Pharmacol Ther. 2019 Jul;106(1):60-66. doi: 10.1002/cpt.1459. Epub 2019 Jun 5. Clin Pharmacol Ther. 2019. PMID: 31166005 No abstract available.

6

AI Meets Exascale Computing: Advancing Cancer Research With Large-Scale High Performance Computing.

Bhattacharya T, Brettin T, Doroshow JH, Evrard YA, Greenspan EJ, Gryshuk AL, Hoang TT, Lauzon CBV, Nissley D, Penberthy L, Stahlberg E, Stevens R, Streitz F, Tourassi G, Xia F, Zaki G. Bhattacharya T, et al. Among authors: tourassi g. Front Oncol. 2019 Oct 2;9:984. doi: 10.3389/fonc.2019.00984. eCollection 2019. Front Oncol. 2019. PMID: 31632915 Free PMC article. Review.

7

Automatic extraction of cancer registry reportable information from free-text pathology reports using multitask convolutional neural networks.

Alawad M, Gao S, Qiu JX, Yoon HJ, Blair Christian J, Penberthy L, Mumphrey B, Wu XC, Coyle L, Tourassi G. Alawad M, et al. Among authors: tourassi g. J Am Med Inform Assoc. 2020 Jan 1;27(1):89-98. doi: 10.1093/jamia/ocz153. J Am Med Inform Assoc. 2020. PMID: 31710668 Free PMC article.

8

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: tourassi g. 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.

9

Knowledge Graph-Enabled Cancer Data Analytics.

Hasan SMS, Rivera D, Wu XC, Durbin EB, Christian JB, Tourassi G. Hasan SMS, et al. Among authors: tourassi g. IEEE J Biomed Health Inform. 2020 Jul;24(7):1952-1967. doi: 10.1109/JBHI.2020.2990797. Epub 2020 May 4. IEEE J Biomed Health Inform. 2020. PMID: 32386166 Free PMC article.

10

Accelerated training of bootstrap aggregation-based deep information extraction systems from cancer pathology reports.

Yoon HJ, Klasky HB, Gounley JP, Alawad M, Gao S, Durbin EB, Wu XC, Stroup A, Doherty J, Coyle L, Penberthy L, Blair Christian J, Tourassi GD. Yoon HJ, et al. J Biomed Inform. 2020 Oct;110:103564. doi: 10.1016/j.jbi.2020.103564. Epub 2020 Sep 9. J Biomed Inform. 2020. PMID: 32919043 Free PMC article.

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