Chen Q - Search Results

1

DeepSeeNet: A Deep Learning Model for Automated Classification of Patient-based Age-related Macular Degeneration Severity from Color Fundus Photographs.

Peng Y, Dharssi S, Chen Q, Keenan TD, Agrón E, Wong WT, Chew EY, Lu Z. Peng Y, et al. Among authors: chen q. Ophthalmology. 2019 Apr;126(4):565-575. doi: 10.1016/j.ophtha.2018.11.015. Epub 2018 Nov 22. Ophthalmology. 2019. PMID: 30471319 Free PMC article.

2

LitSense: making sense of biomedical literature at sentence level.

Allot A, Chen Q, Kim S, Vera Alvarez R, Comeau DC, Wilbur WJ, Lu Z. Allot A, et al. Among authors: chen q. Nucleic Acids Res. 2019 Jul 2;47(W1):W594-W599. doi: 10.1093/nar/gkz289. Nucleic Acids Res. 2019. PMID: 31020319 Free PMC article.

3

BioWordVec, improving biomedical word embeddings with subword information and MeSH.

Zhang Y, Chen Q, Yang Z, Lin H, Lu Z. Zhang Y, et al. Among authors: chen q. Sci Data. 2019 May 10;6(1):52. doi: 10.1038/s41597-019-0055-0. Sci Data. 2019. PMID: 31076572 Free PMC article.

4

ML-Net: multi-label classification of biomedical texts with deep neural networks.

Du J, Chen Q, Peng Y, Xiang Y, Tao C, Lu Z. Du J, et al. Among authors: chen q. J Am Med Inform Assoc. 2019 Nov 1;26(11):1279-1285. doi: 10.1093/jamia/ocz085. J Am Med Inform Assoc. 2019. PMID: 31233120 Free PMC article.

5

A multi-task deep learning model for the classification of Age-related Macular Degeneration.

Chen Q, Peng Y, Keenan T, Dharssi S, Agro N E, Wong WT, Chew EY, Lu Z. Chen Q, et al. AMIA Jt Summits Transl Sci Proc. 2019 May 6;2019:505-514. eCollection 2019. AMIA Jt Summits Transl Sci Proc. 2019. PMID: 31259005 Free PMC article.

6

A Deep Learning Approach for Automated Detection of Geographic Atrophy from Color Fundus Photographs.

Keenan TD, Dharssi S, Peng Y, Chen Q, Agrón E, Wong WT, Lu Z, Chew EY. Keenan TD, et al. Among authors: chen q. Ophthalmology. 2019 Nov;126(11):1533-1540. doi: 10.1016/j.ophtha.2019.06.005. Epub 2019 Jun 11. Ophthalmology. 2019. PMID: 31358385 Free PMC article.

7

BioConceptVec: Creating and evaluating literature-based biomedical concept embeddings on a large scale.

Chen Q, Lee K, Yan S, Kim S, Wei CH, Lu Z. Chen Q, et al. PLoS Comput Biol. 2020 Apr 23;16(4):e1007617. doi: 10.1371/journal.pcbi.1007617. eCollection 2020 Apr. PLoS Comput Biol. 2020. PMID: 32324731 Free PMC article.

8

Deep learning with sentence embeddings pre-trained on biomedical corpora improves the performance of finding similar sentences in electronic medical records.

Chen Q, Du J, Kim S, Wilbur WJ, Lu Z. Chen Q, et al. BMC Med Inform Decis Mak. 2020 Apr 30;20(Suppl 1):73. doi: 10.1186/s12911-020-1044-0. BMC Med Inform Decis Mak. 2020. PMID: 32349758 Free PMC article.

9

Deep Learning Automated Detection of Reticular Pseudodrusen from Fundus Autofluorescence Images or Color Fundus Photographs in AREDS2.

Keenan TDL, Chen Q, Peng Y, Domalpally A, Agrón E, Hwang CK, Thavikulwat AT, Lee DH, Li D, Wong WT, Lu Z, Chew EY. Keenan TDL, et al. Among authors: chen q. Ophthalmology. 2020 Dec;127(12):1674-1687. doi: 10.1016/j.ophtha.2020.05.036. Epub 2020 May 21. Ophthalmology. 2020. PMID: 32447042 Free PMC article.

10

Predicting risk of late age-related macular degeneration using deep learning.

Peng Y, Keenan TD, Chen Q, Agrón E, Allot A, Wong WT, Chew EY, Lu Z. Peng Y, et al. Among authors: chen q. NPJ Digit Med. 2020 Aug 27;3:111. doi: 10.1038/s41746-020-00317-z. eCollection 2020. NPJ Digit Med. 2020. PMID: 32904246 Free PMC article.

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