Ding Y - Search Results

1

Contrastive learning improves critical event prediction in COVID-19 patients.

Wanyan T, Honarvar H, Jaladanki SK, Zang C, Naik N, Somani S, De Freitas JK, Paranjpe I, Vaid A, Zhang J, Miotto R, Wang Z, Nadkarni GN, Zitnik M, Azad A, Wang F, Ding Y, Glicksberg BS. Wanyan T, et al. Among authors: ding y. Patterns (N Y). 2021 Dec 10;2(12):100389. doi: 10.1016/j.patter.2021.100389. Epub 2021 Oct 25. Patterns (N Y). 2021. PMID: 34723227 Free PMC article.

2

Relational Learning Improves Prediction of Mortality in COVID-19 in the Intensive Care Unit.

Wanyan T, Vaid A, De Freitas JK, Somani S, Miotto R, Nadkarni GN, Azad A, Ding Y, Glicksberg BS. Wanyan T, et al. Among authors: ding y. IEEE Trans Big Data. 2021 Mar;7(1):38-44. doi: 10.1109/tbdata.2020.3048644. Epub 2020 Dec 31. IEEE Trans Big Data. 2021. PMID: 33768136 Free PMC article.

3

Supervised Pretraining through Contrastive Categorical Positive Samplings to Improve COVID-19 Mortality Prediction.

Wanyan T, Lin M, Klang E, Menon KM, Gulamali FF, Azad A, Zhang Y, Ding Y, Wang Z, Wang F, Glicksberg B, Peng Y. Wanyan T, et al. Among authors: ding y. ACM BCB. 2022 Aug;2022:9. doi: 10.1145/3535508.3545541. Epub 2022 Aug 7. ACM BCB. 2022. PMID: 35960866 Free PMC article.

4

Contrastive Learning Improves Critical Event Prediction in COVID-19 Patients.

Wanyan T, Honarvar H, Jaladanki SK, Zang C, Naik N, Somani S, Freitas JK, Paranjpe I, Vaid A, Miotto R, Nadkarni GN, Zitnik M, ArifulAzad, Wang F, Ding Y, Glicksberg BS. Wanyan T, et al. Among authors: ding y. ArXiv [Preprint]. 2021 Jan 11:arXiv:2101.04013v1. ArXiv. 2021. PMID: 33442560 Free PMC article. Updated. Preprint.

5

An empirical study of using radiology reports and images to improve ICU-mortality prediction.

Lin M, Wang S, Ding Y, Zhao L, Wang F, Peng Y. Lin M, et al. Among authors: ding y. IEEE Int Conf Healthc Inform. 2021 Aug;2021:497-498. doi: 10.1109/ichi52183.2021.00088. Epub 2021 Oct 15. IEEE Int Conf Healthc Inform. 2021. PMID: 35531070 Free PMC article.

6

RadBERT-CL: Factually-Aware Contrastive Learning For Radiology Report Classification.

Jaiswal A, Tang L, Ghosh M, Rousseau JF, Peng Y, Ding Y. Jaiswal A, et al. Among authors: ding y. Proc Mach Learn Res. 2021 Dec;158:196-208. Proc Mach Learn Res. 2021. PMID: 35498230 Free PMC article.

7

PNEUMONIA DETECTION ON CHEST X-RAY USING RADIOMIC FEATURES AND CONTRASTIVE LEARNING.

Han Y, Chen C, Tewfik A, Ding Y, Peng Y. Han Y, et al. Among authors: ding y. Proc IEEE Int Symp Biomed Imaging. 2021 Apr;2021:247-251. doi: 10.1109/isbi48211.2021.9433853. Epub 2021 May 25. Proc IEEE Int Symp Biomed Imaging. 2021. PMID: 35571507 Free PMC article.

8

SCALP - Supervised Contrastive Learning for Cardiopulmonary Disease Classification and Localization in Chest X-rays using Patient Metadata.

Jaiswal A, Li T, Zander C, Han Y, Rousseau JF, Peng Y, Ding Y. Jaiswal A, et al. Among authors: ding y. Proc IEEE Int Conf Data Min. 2021 Dec;2021:1132-1137. doi: 10.1109/icdm51629.2021.00134. Proc IEEE Int Conf Data Min. 2021. PMID: 35574510 Free PMC article.

9

Using Radiomics as Prior Knowledge for Thorax Disease Classification and Localization in Chest X-rays.

Han Y, Chen C, Tang L, Lin M, Jaiswal A, Wang S, Tewfik A, Shih G, Ding Y, Peng Y. Han Y, et al. Among authors: ding y. AMIA Annu Symp Proc. 2022 Feb 21;2021:546-555. eCollection 2021. AMIA Annu Symp Proc. 2022. PMID: 35308939 Free PMC article.

10

Trustworthy assertion classification through prompting.

Wang S, Tang L, Majety A, Rousseau JF, Shih G, Ding Y, Peng Y. Wang S, et al. Among authors: ding y. J Biomed Inform. 2022 Aug;132:104139. doi: 10.1016/j.jbi.2022.104139. Epub 2022 Jul 8. J Biomed Inform. 2022. PMID: 35811026 Free PMC article.

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