Chen KA - Search Results

1

Linking gene expression to clinical outcomes in pediatric Crohn's disease using machine learning.

Chen KA, Nishiyama NC, Kennedy Ng MM, Shumway A, Joisa CU, Schaner MR, Lian G, Beasley C, Zhu LC, Bantumilli S, Kapadia MR, Gomez SM, Furey TS, Sheikh SZ. Chen KA, et al. Sci Rep. 2024 Feb 1;14(1):2667. doi: 10.1038/s41598-024-52678-0. Sci Rep. 2024. PMID: 38302662 Free PMC article.

2

Health literacy disparities: Communication strategies to narrow the gap.

Chen KA, Kapadia MR. Chen KA, et al. Am J Surg. 2022 Jun;223(6):1046. doi: 10.1016/j.amjsurg.2021.11.035. Epub 2021 Dec 2. Am J Surg. 2022. PMID: 34887018 Free PMC article. No abstract available.

3

Differential Performance of Machine Learning Models in Prediction of Procedure-Specific Outcomes.

Chen KA, Berginski ME, Desai CS, Guillem JG, Stem J, Gomez SM, Kapadia MR. Chen KA, et al. J Gastrointest Surg. 2022 Aug;26(8):1732-1742. doi: 10.1007/s11605-022-05332-x. Epub 2022 May 4. J Gastrointest Surg. 2022. PMID: 35508684 Free PMC article.

4

Development and Validation of Machine Learning Models to Predict Readmission After Colorectal Surgery.

Chen KA, Joisa CU, Stitzenberg KB, Stem J, Guillem JG, Gomez SM, Kapadia MR. Chen KA, et al. J Gastrointest Surg. 2022 Nov;26(11):2342-2350. doi: 10.1007/s11605-022-05443-5. Epub 2022 Sep 7. J Gastrointest Surg. 2022. PMID: 36070116 Free PMC article.

5

Improved Prediction of Surgical-Site Infection After Colorectal Surgery Using Machine Learning.

Chen KA, Joisa CU, Stem JM, Guillem JG, Gomez SM, Kapadia MR. Chen KA, et al. Dis Colon Rectum. 2023 Mar 1;66(3):458-466. doi: 10.1097/DCR.0000000000002559. Epub 2022 Nov 30. Dis Colon Rectum. 2023. PMID: 36538699 Free PMC article.

6

Improving the American College of Surgeons NSQIP Surgical Risk Calculator with Machine Learning.

Chen KA, Gomez SM, Kapadia MR. Chen KA, et al. J Am Coll Surg. 2023 Aug 1;237(2):385-386. doi: 10.1097/XCS.0000000000000676. Epub 2023 Mar 14. J Am Coll Surg. 2023. PMID: 36916682 Free PMC article. No abstract available.

7

Computer Vision Analysis of Specimen Mammography to Predict Margin Status.

Chen KA, Kirchoff KE, Butler LR, Holloway AD, Kapadia MR, Gallagher KK, Gomez SM. Chen KA, et al. medRxiv [Preprint]. 2023 Mar 8:2023.03.06.23286864. doi: 10.1101/2023.03.06.23286864. medRxiv. 2023. Update in: Ann Surg Oncol. 2023 Nov;30(12):7107-7115. doi: 10.1245/s10434-023-14083-1. PMID: 36945565 Free PMC article. Updated. Preprint.

8

Prediction of Ureteral Injury During Colorectal Surgery Using Machine Learning.

Chen KA, Joisa CU, Stem JM, Guillem JG, Gomez SM, Kapadia MR. Chen KA, et al. Am Surg. 2023 Dec;89(12):5702-5710. doi: 10.1177/00031348231173981. Epub 2023 May 3. Am Surg. 2023. PMID: 37133432 Free PMC article.

9

Application of machine learning to predict postoperative gastrointestinal bleed in bariatric surgery.

Hsu JL, Chen KA, Butler LR, Bahraini A, Kapadia MR, Gomez SM, Farrell TM. Hsu JL, et al. Among authors: chen ka. Surg Endosc. 2023 Sep;37(9):7121-7127. doi: 10.1007/s00464-023-10156-0. Epub 2023 Jun 13. Surg Endosc. 2023. PMID: 37311893

10

Estimating Risk of Locoregional Failure and Overall Survival in Anal Cancer Following Chemoradiation: A Machine Learning Approach.

Chen KA, Goffredo P, Hu D, Joisa CU, Guillem JG, Gomez SM, Kapadia MR. Chen KA, et al. J Gastrointest Surg. 2023 Sep;27(9):1925-1935. doi: 10.1007/s11605-023-05755-0. Epub 2023 Jul 5. J Gastrointest Surg. 2023. PMID: 37407899 Free PMC article.

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