R01 LM012966/LM/NLM NIH HHS/United States[Grant Number] - Search Results

Year	Number of Results
2018	1
2019	2
2020	6
2021	3
2022	2
2024	0

1

AI recognition of patient race in medical imaging: a modelling study.

Gichoya JW, Banerjee I, Bhimireddy AR, Burns JL, Celi LA, Chen LC, Correa R, Dullerud N, Ghassemi M, Huang SC, Kuo PC, Lungren MP, Palmer LJ, Price BJ, Purkayastha S, Pyrros AT, Oakden-Rayner L, Okechukwu C, Seyyed-Kalantari L, Trivedi H, Wang R, Zaiman Z, Zhang H. Gichoya JW, et al. Lancet Digit Health. 2022 Jun;4(6):e406-e414. doi: 10.1016/S2589-7500(22)00063-2. Epub 2022 May 11. Lancet Digit Health. 2022. PMID: 35568690 Free PMC article.

2

Fusion of medical imaging and electronic health records using deep learning: a systematic review and implementation guidelines.

Huang SC, Pareek A, Seyyedi S, Banerjee I, Lungren MP. Huang SC, et al. NPJ Digit Med. 2020 Oct 16;3:136. doi: 10.1038/s41746-020-00341-z. eCollection 2020. NPJ Digit Med. 2020. PMID: 33083571 Free PMC article. Review.

3

Preparing Medical Imaging Data for Machine Learning.

Willemink MJ, Koszek WA, Hardell C, Wu J, Fleischmann D, Harvey H, Folio LR, Summers RM, Rubin DL, Lungren MP. Willemink MJ, et al. Radiology. 2020 Apr;295(1):4-15. doi: 10.1148/radiol.2020192224. Epub 2020 Feb 18. Radiology. 2020. PMID: 32068507 Free PMC article.

4

Prospective Deployment of Deep Learning in MRI: A Framework for Important Considerations, Challenges, and Recommendations for Best Practices.

Chaudhari AS, Sandino CM, Cole EK, Larson DB, Gold GE, Vasanawala SS, Lungren MP, Hargreaves BA, Langlotz CP. Chaudhari AS, et al. J Magn Reson Imaging. 2021 Aug;54(2):357-371. doi: 10.1002/jmri.27331. Epub 2020 Aug 24. J Magn Reson Imaging. 2021. PMID: 32830874 Free PMC article. Review.

5

Multi-task weak supervision enables anatomically-resolved abnormality detection in whole-body FDG-PET/CT.

Eyuboglu S, Angus G, Patel BN, Pareek A, Davidzon G, Long J, Dunnmon J, Lungren MP. Eyuboglu S, et al. Nat Commun. 2021 Mar 25;12(1):1880. doi: 10.1038/s41467-021-22018-1. Nat Commun. 2021. PMID: 33767174 Free PMC article.

6

Cross-Modal Data Programming Enables Rapid Medical Machine Learning.

Dunnmon JA, Ratner AJ, Saab K, Khandwala N, Markert M, Sagreiya H, Goldman R, Lee-Messer C, Lungren MP, Rubin DL, Ré C. Dunnmon JA, et al. Patterns (N Y). 2020 May 8;1(2):100019. doi: 10.1016/j.patter.2020.100019. Epub 2020 Apr 28. Patterns (N Y). 2020. PMID: 32776018 Free PMC article.

7

CheXED: Comparison of a Deep Learning Model to a Clinical Decision Support System for Pneumonia in the Emergency Department.

Irvin JA, Pareek A, Long J, Rajpurkar P, Eng DK, Khandwala N, Haug PJ, Jephson A, Conner KE, Gordon BH, Rodriguez F, Ng AY, Lungren MP, Dean NC. Irvin JA, et al. J Thorac Imaging. 2022 May 1;37(3):162-167. doi: 10.1097/RTI.0000000000000622. Epub 2021 Sep 23. J Thorac Imaging. 2022. PMID: 34561377 Free PMC article.

8

Multimodal fusion with deep neural networks for leveraging CT imaging and electronic health record: a case-study in pulmonary embolism detection.

Huang SC, Pareek A, Zamanian R, Banerjee I, Lungren MP. Huang SC, et al. Sci Rep. 2020 Dec 17;10(1):22147. doi: 10.1038/s41598-020-78888-w. Sci Rep. 2020. PMID: 33335111 Free PMC article.

9

PENet-a scalable deep-learning model for automated diagnosis of pulmonary embolism using volumetric CT imaging.

Huang SC, Kothari T, Banerjee I, Chute C, Ball RL, Borus N, Huang A, Patel BN, Rajpurkar P, Irvin J, Dunnmon J, Bledsoe J, Shpanskaya K, Dhaliwal A, Zamanian R, Ng AY, Lungren MP. Huang SC, et al. NPJ Digit Med. 2020 Apr 24;3:61. doi: 10.1038/s41746-020-0266-y. eCollection 2020. NPJ Digit Med. 2020. PMID: 32352039 Free PMC article.

10

Comparative effectiveness of convolutional neural network (CNN) and recurrent neural network (RNN) architectures for radiology text report classification.

Banerjee I, Ling Y, Chen MC, Hasan SA, Langlotz CP, Moradzadeh N, Chapman B, Amrhein T, Mong D, Rubin DL, Farri O, Lungren MP. Banerjee I, et al. Artif Intell Med. 2019 Jun;97:79-88. doi: 10.1016/j.artmed.2018.11.004. Epub 2018 Nov 23. Artif Intell Med. 2019. PMID: 30477892 Free PMC article.

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