Seyyed-Kalantari L - Search Results

1

Deep learning for computer-aided abnormalities classification in digital mammogram: A data-centric perspective.

Nalla V, Pouriyeh S, Parizi RM, Trivedi H, Sheng QZ, Hwang I, Seyyed-Kalantari L, Woo M. Nalla V, et al. Among authors: seyyed kalantari l. Curr Probl Diagn Radiol. 2024 May-Jun;53(3):346-352. doi: 10.1067/j.cpradiol.2024.01.007. Epub 2024 Jan 20. Curr Probl Diagn Radiol. 2024. PMID: 38302303 Free article. Review.

2

Association between Patient Race and Ethnicity and Use of Invasive Ventilation in the United States.

Abdelmalek FM, Angriman F, Moore J, Liu K, Burry L, Seyyed-Kalantari L, Mehta S, Gichoya J, Celi LA, Tomlinson G, Fralick M, Yarnell CJ. Abdelmalek FM, et al. Among authors: seyyed kalantari l. Ann Am Thorac Soc. 2024 Feb;21(2):287-295. doi: 10.1513/AnnalsATS.202305-485OC. Ann Am Thorac Soc. 2024. PMID: 38029405

3

The Subgroup Imperative: Chest Radiograph Classifier Generalization Gaps in Patient, Setting, and Pathology Subgroups.

Ahluwalia M, Abdalla M, Sanayei J, Seyyed-Kalantari L, Hussain M, Ali A, Fine B. Ahluwalia M, et al. Among authors: seyyed kalantari l. Radiol Artif Intell. 2023 Jul 12;5(5):e220270. doi: 10.1148/ryai.220270. eCollection 2023 Sep. Radiol Artif Intell. 2023. PMID: 37795140 Free PMC article.

4

Off-label drug use during the COVID-19 pandemic in Africa: topic modelling and sentiment analysis of ivermectin in South Africa and Nigeria as a case study.

Movahedi Nia Z, Bragazzi NL, Ahamadi A, Asgary A, Mellado B, Orbinski J, Seyyed-Kalantari L, Woldegerima WA, Wu J, Kong JD. Movahedi Nia Z, et al. Among authors: seyyed kalantari l. J R Soc Interface. 2023 Sep;20(206):20230200. doi: 10.1098/rsif.2023.0200. Epub 2023 Sep 13. J R Soc Interface. 2023. PMID: 37700708 Free PMC article.

5

AI pitfalls and what not to do: mitigating bias in AI.

Gichoya JW, Thomas K, Celi LA, Safdar N, Banerjee I, Banja JD, Seyyed-Kalantari L, Trivedi H, Purkayastha S. Gichoya JW, et al. Among authors: seyyed kalantari l. Br J Radiol. 2023 Oct;96(1150):20230023. doi: 10.1259/bjr.20230023. Epub 2023 Sep 12. Br J Radiol. 2023. PMID: 37698583 Free PMC article. Review.

6

Impact of multi-source data augmentation on performance of convolutional neural networks for abnormality classification in mammography.

Hwang I, Trivedi H, Brown-Mulry B, Zhang L, Nalla V, Gastounioti A, Gichoya J, Seyyed-Kalantari L, Banerjee I, Woo M. Hwang I, et al. Among authors: seyyed kalantari l. Front Radiol. 2023 Jun 16;3:1181190. doi: 10.3389/fradi.2023.1181190. eCollection 2023. Front Radiol. 2023. PMID: 37588666 Free PMC article.

7

"Shortcuts" Causing Bias in Radiology Artificial Intelligence: Causes, Evaluation, and Mitigation.

Banerjee I, Bhattacharjee K, Burns JL, Trivedi H, Purkayastha S, Seyyed-Kalantari L, Patel BN, Shiradkar R, Gichoya J. Banerjee I, et al. Among authors: seyyed kalantari l. J Am Coll Radiol. 2023 Sep;20(9):842-851. doi: 10.1016/j.jacr.2023.06.025. Epub 2023 Jul 27. J Am Coll Radiol. 2023. PMID: 37506964 Review.

8

Reply to: 'Potential sources of dataset bias complicate investigation of underdiagnosis by machine learning algorithms' and 'Confounding factors need to be accounted for in assessing bias by machine learning algorithms'.

Seyyed-Kalantari L, Zhang H, McDermott MBA, Chen IY, Ghassemi M. Seyyed-Kalantari L, et al. Nat Med. 2022 Jun;28(6):1161-1162. doi: 10.1038/s41591-022-01854-8. Epub 2022 Jun 16. Nat Med. 2022. PMID: 35710992 No abstract available.

9

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. Among authors: seyyed kalantari l. 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.

10

Underdiagnosis bias of artificial intelligence algorithms applied to chest radiographs in under-served patient populations.

Seyyed-Kalantari L, Zhang H, McDermott MBA, Chen IY, Ghassemi M. Seyyed-Kalantari L, et al. Nat Med. 2021 Dec;27(12):2176-2182. doi: 10.1038/s41591-021-01595-0. Epub 2021 Dec 10. Nat Med. 2021. PMID: 34893776 Free PMC article.

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