Gurcan MN - Search Results

1

Machine Learning Models for Predicting the Outcomes of Surgical Treatment of Colorectal Liver Metastases.

Moaven O, Tavolara TE, Valenzuela CD, Cheung TT, Corvera CU, Cha CH, Stauffer JA, Niazi MKK, Gurcan MN, Shen P. Moaven O, et al. Among authors: gurcan mn. J Am Coll Surg. 2023 Apr 1;236(4):884-893. doi: 10.1097/XCS.0000000000000573. Epub 2023 Jan 19. J Am Coll Surg. 2023. PMID: 36727981

2

BCR-Net: A deep learning framework to predict breast cancer recurrence from histopathology images.

Su Z, Niazi MKK, Tavolara TE, Niu S, Tozbikian GH, Wesolowski R, Gurcan MN. Su Z, et al. Among authors: gurcan mn. PLoS One. 2023 Apr 4;18(4):e0283562. doi: 10.1371/journal.pone.0283562. eCollection 2023. PLoS One. 2023. PMID: 37014891 Free PMC article.

3

Machine learning-based analytics of the impact of the Covid-19 pandemic on alcohol consumption habit changes among United States healthcare workers.

Rezapour M, Niazi MKK, Gurcan MN. Rezapour M, et al. Among authors: gurcan mn. Sci Rep. 2023 Apr 12;13(1):6003. doi: 10.1038/s41598-023-33222-y. Sci Rep. 2023. PMID: 37046069 Free PMC article.

4

Author Correction: Machine learning-based analytics of the impact of the Covid-19 pandemic on alcohol consumption habit changes among United States healthcare workers.

Rezapour M, Niazi MKK, Gurcan MN. Rezapour M, et al. Among authors: gurcan mn. Sci Rep. 2023 Apr 26;13(1):6818. doi: 10.1038/s41598-023-34081-3. Sci Rep. 2023. PMID: 37100854 Free PMC article. No abstract available.

5

Predicting obstructive sleep apnea severity from craniofacial images using ensemble machine learning models.

Su Z, Kumar S, Tavolara TE, Gurcan MN, Segal S, Niazi MKK. Su Z, et al. Among authors: gurcan mn. Proc SPIE Int Soc Opt Eng. 2023 Feb;12465:124652P. doi: 10.1117/12.2654353. Epub 2023 Apr 7. Proc SPIE Int Soc Opt Eng. 2023. PMID: 37538448 Free PMC article.

6

One label is all you need: Interpretable AI-enhanced histopathology for oncology.

Tavolara TE, Su Z, Gurcan MN, Niazi MKK. Tavolara TE, et al. Among authors: gurcan mn. Semin Cancer Biol. 2023 Dec;97:70-85. doi: 10.1016/j.semcancer.2023.09.006. Epub 2023 Oct 11. Semin Cancer Biol. 2023. PMID: 37832751 Review.

7

Attention2Minority: A salient instance inference-based multiple instance learning for classifying small lesions in whole slide images.

Su Z, Rezapour M, Sajjad U, Gurcan MN, Niazi MKK. Su Z, et al. Among authors: gurcan mn. Comput Biol Med. 2023 Dec;167:107607. doi: 10.1016/j.compbiomed.2023.107607. Epub 2023 Oct 20. Comput Biol Med. 2023. PMID: 37890421 Free PMC article.

8

Translating prognostic quantification of c-MYC and BCL2 from tissue microarrays to whole slide images in diffuse large B-cell lymphoma using deep learning.

Tavolara TE, Niazi MKK, Feldman AL, Jaye DL, Flowers C, Cooper LAD, Gurcan MN. Tavolara TE, et al. Among authors: gurcan mn. Diagn Pathol. 2024 Jan 19;19(1):17. doi: 10.1186/s13000-023-01425-6. Diagn Pathol. 2024. PMID: 38243330 Free PMC article.

9

Predicting response to neoadjuvant chemotherapy for colorectal liver metastasis using deep learning on prechemotherapy cross-sectional imaging.

Davis JMK, Niazi MKK, Ricker AB, Tavolara TE, Robinson JN, Annanurov B, Smith K, Mantha R, Hwang J, Shrestha R, Iannitti DA, Martinie JB, Baker EH, Gurcan MN, Vrochides D. Davis JMK, et al. Among authors: gurcan mn. J Surg Oncol. 2024 Jul;130(1):93-101. doi: 10.1002/jso.27673. Epub 2024 May 7. J Surg Oncol. 2024. PMID: 38712939

10

Enhancing Colorectal Cancer Tumor Bud Detection Using Deep Learning from Routine H&E-Stained Slides.

Sajjad U, Chen W, Rezapour M, Su Z, Tavolara T, Frankel WL, Gurcan MN, Niazi MKK. Sajjad U, et al. Among authors: gurcan mn. Proc SPIE Int Soc Opt Eng. 2024 Feb;12933:129330T. doi: 10.1117/12.3006796. Epub 2024 Apr 3. Proc SPIE Int Soc Opt Eng. 2024. PMID: 38752165 Free PMC article.

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