Kumar N - Search Results

1

Deep Learning Predicts Subtype Heterogeneity and Outcomes in Luminal A Breast Cancer Using Routinely Stained Whole-Slide Images.

Kurian NC, Gann PH, Kumar N, McGregor SM, Verma R, Sethi A. Kurian NC, et al. Among authors: kumar n. Cancer Res Commun. 2025 Jan 1;5(1):157-166. doi: 10.1158/2767-9764.CRC-24-0397. Cancer Res Commun. 2025. PMID: 39740059 Free PMC article.

2

Quantification of intrinsic subtype ambiguity in Luminal A breast cancer and its relationship to clinical outcomes.

Kumar N, Zhao D, Bhaumik D, Sethi A, Gann PH. Kumar N, et al. BMC Cancer. 2019 Mar 8;19(1):215. doi: 10.1186/s12885-019-5392-z. BMC Cancer. 2019. PMID: 30849944 Free PMC article.

3

Deep Learning to Estimate Human Epidermal Growth Factor Receptor 2 Status from Hematoxylin and Eosin-Stained Breast Tissue Images.

Anand D, Kurian NC, Dhage S, Kumar N, Rane S, Gann PH, Sethi A. Anand D, et al. Among authors: kumar n. J Pathol Inform. 2020 Jul 24;11:19. doi: 10.4103/jpi.jpi_10_20. eCollection 2020. J Pathol Inform. 2020. PMID: 33033656 Free PMC article.

4

Quantification of subtype purity in Luminal A breast cancer predicts clinical characteristics and survival.

Kumar N, Gann PH, McGregor SM, Sethi A. Kumar N, et al. Breast Cancer Res Treat. 2023 Jul;200(2):225-235. doi: 10.1007/s10549-023-06961-9. Epub 2023 May 20. Breast Cancer Res Treat. 2023. PMID: 37209182 Free PMC article.

5

Weakly supervised learning on unannotated H&E-stained slides predicts BRAF mutation in thyroid cancer with high accuracy.

Anand D, Yashashwi K, Kumar N, Rane S, Gann PH, Sethi A. Anand D, et al. Among authors: kumar n. J Pathol. 2021 Nov;255(3):232-242. doi: 10.1002/path.5773. Epub 2021 Sep 14. J Pathol. 2021. PMID: 34346511

6

Learning to predict prostate cancer recurrence from tissue images.

Farrokh M, Kumar N, Gann PH, Greiner R. Farrokh M, et al. Among authors: kumar n. J Pathol Inform. 2023 Nov 4;15:100344. doi: 10.1016/j.jpi.2023.100344. eCollection 2024 Dec. J Pathol Inform. 2023. PMID: 39712978 Free PMC article.

7

Empirical comparison of color normalization methods for epithelial-stromal classification in H and E images.

Sethi A, Sha L, Vahadane AR, Deaton RJ, Kumar N, Macias V, Gann PH. Sethi A, et al. Among authors: kumar n. J Pathol Inform. 2016 Apr 11;7:17. doi: 10.4103/2153-3539.179984. eCollection 2016. J Pathol Inform. 2016. PMID: 27141322 Free PMC article.

8

Computer vision detects subtle histological effects of dutasteride on benign prostate.

Sethi A, Sha L, Kumar N, Macias V, Deaton RJ, Gann PH. Sethi A, et al. Among authors: kumar n. BJU Int. 2018 Jul;122(1):143-151. doi: 10.1111/bju.14172. Epub 2018 Mar 25. BJU Int. 2018. PMID: 29461667 Clinical Trial.

9

Learning Individual Survival Models from PanCancer Whole Transcriptome Data.

Kumar N, Skubleny D, Parkes M, Verma R, Davis S, Kumar L, Aissiou A, Greiner R. Kumar N, et al. Among authors: kumar l. Clin Cancer Res. 2023 Oct 2;29(19):3924-3936. doi: 10.1158/1078-0432.CCR-22-3493. Clin Cancer Res. 2023. PMID: 37463063 Free PMC article.

10

Computer-extracted features of nuclear morphology in hematoxylin and eosin images distinguish stage II and IV colon tumors.

Kumar N, Verma R, Chen C, Lu C, Fu P, Willis J, Madabhushi A. Kumar N, et al. J Pathol. 2022 May;257(1):17-28. doi: 10.1002/path.5864. Epub 2022 Feb 22. J Pathol. 2022. PMID: 35007352 Free PMC article.

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