Suriawinata A - Search Results

1

Prediction of Atypical Ductal Hyperplasia Upgrades Through a Machine Learning Approach to Reduce Unnecessary Surgical Excisions.

Harrington L, diFlorio-Alexander R, Trinh K, MacKenzie T, Suriawinata A, Hassanpour S. Harrington L, et al. Among authors: suriawinata a. JCO Clin Cancer Inform. 2018 Dec;2:1-11. doi: 10.1200/CCI.18.00083. JCO Clin Cancer Inform. 2018. PMID: 30652620 Free PMC article.

2

Deep Learning for Classification of Colorectal Polyps on Whole-slide Images.

Korbar B, Olofson AM, Miraflor AP, Nicka CM, Suriawinata MA, Torresani L, Suriawinata AA, Hassanpour S. Korbar B, et al. Among authors: suriawinata ma, suriawinata aa. J Pathol Inform. 2017 Jul 25;8:30. doi: 10.4103/jpi.jpi_34_17. eCollection 2017. J Pathol Inform. 2017. PMID: 28828201 Free PMC article.

3

Automated Detection of Celiac Disease on Duodenal Biopsy Slides: A Deep Learning Approach.

Wei JW, Wei JW, Jackson CR, Ren B, Suriawinata AA, Hassanpour S. Wei JW, et al. Among authors: suriawinata aa. J Pathol Inform. 2019 Mar 8;10:7. doi: 10.4103/jpi.jpi_87_18. eCollection 2019. J Pathol Inform. 2019. PMID: 30984467 Free PMC article.

4

Attention-Based Deep Neural Networks for Detection of Cancerous and Precancerous Esophagus Tissue on Histopathological Slides.

Tomita N, Abdollahi B, Wei J, Ren B, Suriawinata A, Hassanpour S. Tomita N, et al. Among authors: suriawinata a. JAMA Netw Open. 2019 Nov 1;2(11):e1914645. doi: 10.1001/jamanetworkopen.2019.14645. JAMA Netw Open. 2019. PMID: 31693124 Free PMC article.

5

Evaluation of a Deep Neural Network for Automated Classification of Colorectal Polyps on Histopathologic Slides.

Wei JW, Suriawinata AA, Vaickus LJ, Ren B, Liu X, Lisovsky M, Tomita N, Abdollahi B, Kim AS, Snover DC, Baron JA, Barry EL, Hassanpour S. Wei JW, et al. Among authors: suriawinata aa. JAMA Netw Open. 2020 Apr 1;3(4):e203398. doi: 10.1001/jamanetworkopen.2020.3398. JAMA Netw Open. 2020. PMID: 32324237 Free PMC article.

6

Predicting colorectal polyp recurrence using time-to-event analysis of medical records.

Harrington LX, Wei JW, Suriawinata AA, Mackenzie TA, Hassanpour S. Harrington LX, et al. Among authors: suriawinata aa. AMIA Jt Summits Transl Sci Proc. 2020 May 30;2020:211-220. eCollection 2020. AMIA Jt Summits Transl Sci Proc. 2020. PMID: 32477640 Free PMC article.

7

Generative Image Translation for Data Augmentation in Colorectal Histopathology Images.

Wei J, Suriawinata A, Vaickus L, Ren B, Liu X, Wei J, Hassanpour S. Wei J, et al. Among authors: suriawinata a. Proc Mach Learn Res. 2019 Dec;116:10-24. Proc Mach Learn Res. 2019. PMID: 33912842 Free PMC article.

8

Resolution-based distillation for efficient histology image classification.

DiPalma J, Suriawinata AA, Tafe LJ, Torresani L, Hassanpour S. DiPalma J, et al. Among authors: suriawinata aa. Artif Intell Med. 2021 Sep;119:102136. doi: 10.1016/j.artmed.2021.102136. Epub 2021 Aug 6. Artif Intell Med. 2021. PMID: 34531005 Free PMC article.

9

Evaluation of an Artificial Intelligence-Augmented Digital System for Histologic Classification of Colorectal Polyps.

Nasir-Moin M, Suriawinata AA, Ren B, Liu X, Robertson DJ, Bagchi S, Tomita N, Wei JW, MacKenzie TA, Rees JR, Hassanpour S. Nasir-Moin M, et al. Among authors: suriawinata aa. JAMA Netw Open. 2021 Nov 1;4(11):e2135271. doi: 10.1001/jamanetworkopen.2021.35271. JAMA Netw Open. 2021. PMID: 34792588 Free PMC article.

10

Predicting oncogene mutations of lung cancer using deep learning and histopathologic features on whole-slide images.

Tomita N, Tafe LJ, Suriawinata AA, Tsongalis GJ, Nasir-Moin M, Dragnev K, Hassanpour S. Tomita N, et al. Among authors: suriawinata aa. Transl Oncol. 2022 Oct;24:101494. doi: 10.1016/j.tranon.2022.101494. Epub 2022 Jul 26. Transl Oncol. 2022. PMID: 35905641 Free PMC article.

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