Zou JY - Search Results

1

Video-based AI for beat-to-beat assessment of cardiac function.

Ouyang D, He B, Ghorbani A, Yuan N, Ebinger J, Langlotz CP, Heidenreich PA, Harrington RA, Liang DH, Ashley EA, Zou JY. Ouyang D, et al. Among authors: zou jy. Nature. 2020 Apr;580(7802):252-256. doi: 10.1038/s41586-020-2145-8. Epub 2020 Mar 25. Nature. 2020. PMID: 32269341 Free PMC article.

2

A primer on deep learning in genomics.

Zou J, Huss M, Abid A, Mohammadi P, Torkamani A, Telenti A. Zou J, et al. Nat Genet. 2019 Jan;51(1):12-18. doi: 10.1038/s41588-018-0295-5. Epub 2018 Nov 26. Nat Genet. 2019. PMID: 30478442 Free PMC article. Review.

3

Deep learning interpretation of echocardiograms.

Ghorbani A, Ouyang D, Abid A, He B, Chen JH, Harrington RA, Liang DH, Ashley EA, Zou JY. Ghorbani A, et al. Among authors: zou jy. NPJ Digit Med. 2020 Jan 24;3:10. doi: 10.1038/s41746-019-0216-8. eCollection 2020. NPJ Digit Med. 2020. PMID: 31993508 Free PMC article.

4

Integrating spatial gene expression and breast tumour morphology via deep learning.

He B, Bergenstråhle L, Stenbeck L, Abid A, Andersson A, Borg Å, Maaskola J, Lundeberg J, Zou J. He B, et al. Nat Biomed Eng. 2020 Aug;4(8):827-834. doi: 10.1038/s41551-020-0578-x. Epub 2020 Jun 22. Nat Biomed Eng. 2020. PMID: 32572199

5

Deep learning models to detect hidden clinical correlates.

Ouyang D, Zou J. Ouyang D, et al. Lancet Digit Health. 2020 Jul;2(7):e334-e335. doi: 10.1016/S2589-7500(20)30138-2. Epub 2020 Jun 23. Lancet Digit Health. 2020. PMID: 33328091 Free article. No abstract available.

6

How to evaluate deep learning for cancer diagnostics - factors and recommendations.

Daneshjou R, He B, Ouyang D, Zou JY. Daneshjou R, et al. Among authors: zou jy. Biochim Biophys Acta Rev Cancer. 2021 Apr;1875(2):188515. doi: 10.1016/j.bbcan.2021.188515. Epub 2021 Jan 26. Biochim Biophys Acta Rev Cancer. 2021. PMID: 33513392 Free PMC article. Review.

7

How medical AI devices are evaluated: limitations and recommendations from an analysis of FDA approvals.

Wu E, Wu K, Daneshjou R, Ouyang D, Ho DE, Zou J. Wu E, et al. Nat Med. 2021 Apr;27(4):582-584. doi: 10.1038/s41591-021-01312-x. Nat Med. 2021. PMID: 33820998 No abstract available.

8

Evaluating eligibility criteria of oncology trials using real-world data and AI.

Liu R, Rizzo S, Whipple S, Pal N, Pineda AL, Lu M, Arnieri B, Lu Y, Capra W, Copping R, Zou J. Liu R, et al. Nature. 2021 Apr;592(7855):629-633. doi: 10.1038/s41586-021-03430-5. Epub 2021 Apr 7. Nature. 2021. PMID: 33828294 Free PMC article.

9

Data valuation for medical imaging using Shapley value and application to a large-scale chest X-ray dataset.

Tang S, Ghorbani A, Yamashita R, Rehman S, Dunnmon JA, Zou J, Rubin DL. Tang S, et al. Sci Rep. 2021 Apr 16;11(1):8366. doi: 10.1038/s41598-021-87762-2. Sci Rep. 2021. PMID: 33863957 Free PMC article.

10

Systematic Quantification of Sources of Variation in Ejection Fraction Calculation Using Deep Learning.

Yuan N, Jain I, Rattehalli N, He B, Pollick C, Liang D, Heidenreich P, Zou J, Cheng S, Ouyang D. Yuan N, et al. JACC Cardiovasc Imaging. 2021 Nov;14(11):2260-2262. doi: 10.1016/j.jcmg.2021.06.018. Epub 2021 Jul 14. JACC Cardiovasc Imaging. 2021. PMID: 34274282 Free PMC article. No abstract available.

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