Carson Lam - Search Results

Year	Number of Results
2010	2
2014	1
2016	2
2017	1
2018	3
2020	3
2021	5
2022	4
2023	2
2024	0

1

Assessing the effects of data drift on the performance of machine learning models used in clinical sepsis prediction.

Rahmani K, Thapa R, Tsou P, Casie Chetty S, Barnes G, Lam C, Foon Tso C. Rahmani K, et al. Among authors: lam c. Int J Med Inform. 2023 May;173:104930. doi: 10.1016/j.ijmedinf.2022.104930. Epub 2022 Nov 19. Int J Med Inform. 2023. PMID: 36893656

2

Segmentation-Assisted Fully Convolutional Neural Network Enhances Deep Learning Performance to Identify Proliferative Diabetic Retinopathy.

Alam M, Zhao EJ, Lam CK, Rubin DL. Alam M, et al. Among authors: lam ck. J Clin Med. 2023 Jan 3;12(1):385. doi: 10.3390/jcm12010385. J Clin Med. 2023. PMID: 36615186 Free PMC article.

3

Machine learning early prediction of respiratory syncytial virus in pediatric hospitalized patients.

Tso CF, Lam C, Calvert J, Mao Q. Tso CF, et al. Among authors: lam c. Front Pediatr. 2022 Aug 4;10:886212. doi: 10.3389/fped.2022.886212. eCollection 2022. Front Pediatr. 2022. PMID: 35989982 Free PMC article.

4

Multitask Learning With Recurrent Neural Networks for Acute Respiratory Distress Syndrome Prediction Using Only Electronic Health Record Data: Model Development and Validation Study.

Lam C, Thapa R, Maharjan J, Rahmani K, Tso CF, Singh NP, Casie Chetty S, Mao Q. Lam C, et al. JMIR Med Inform. 2022 Jun 15;10(6):e36202. doi: 10.2196/36202. JMIR Med Inform. 2022. PMID: 35704370 Free PMC article.

5

Assessing the effects of data drift on the performance of machine learning models used in clinical sepsis prediction.

Rahmani K, Thapa R, Tsou P, Chetty SC, Barnes G, Lam C, Tso CF. Rahmani K, et al. Among authors: lam c. medRxiv [Preprint]. 2022 Jun 7:2022.06.06.22276062. doi: 10.1101/2022.06.06.22276062. medRxiv. 2022. PMID: 35702157 Free PMC article. Updated. Preprint.

6

Retrospective validation of a machine learning clinical decision support tool for myocardial infarction risk stratification.

Panchavati S, Lam C, Zelin NS, Pellegrini E, Barnes G, Hoffman J, Garikipati A, Calvert J, Mao Q, Das R. Panchavati S, et al. Among authors: lam c. Healthc Technol Lett. 2021 Aug 31;8(6):139-147. doi: 10.1049/htl2.12017. eCollection 2021 Dec. Healthc Technol Lett. 2021. PMID: 34938570 Free PMC article.

7

Semisupervised Deep Learning Techniques for Predicting Acute Respiratory Distress Syndrome From Time-Series Clinical Data: Model Development and Validation Study.

Lam C, Tso CF, Green-Saxena A, Pellegrini E, Iqbal Z, Evans D, Hoffman J, Calvert J, Mao Q, Das R. Lam C, et al. JMIR Form Res. 2021 Sep 14;5(9):e28028. doi: 10.2196/28028. JMIR Form Res. 2021. PMID: 34398784 Free PMC article.

8

Personalized stratification of hospitalization risk amidst COVID-19: A machine learning approach.

Lam C, Calvert J, Siefkas A, Barnes G, Pellegrini E, Green-Saxena A, Hoffman J, Mao Q, Das R. Lam C, et al. Health Policy Technol. 2021 Sep;10(3):100554. doi: 10.1016/j.hlpt.2021.100554. Epub 2021 Aug 4. Health Policy Technol. 2021. PMID: 34367900 Free PMC article.

9

Machine Learning as a Precision-Medicine Approach to Prescribing COVID-19 Pharmacotherapy with Remdesivir or Corticosteroids.

Lam C, Siefkas A, Zelin NS, Barnes G, Dellinger RP, Vincent JL, Braden G, Burdick H, Hoffman J, Calvert J, Mao Q, Das R. Lam C, et al. Clin Ther. 2021 May;43(5):871-885. doi: 10.1016/j.clinthera.2021.03.016. Epub 2021 Mar 29. Clin Ther. 2021. PMID: 33865643 Free PMC article.

10

COVID-19 Evidence Accelerator: A parallel analysis to describe the use of Hydroxychloroquine with or without Azithromycin among hospitalized COVID-19 patients.

Stewart M, Rodriguez-Watson C, Albayrak A, Asubonteng J, Belli A, Brown T, Cho K, Das R, Eldridge E, Gatto N, Gelman A, Gerlovin H, Goldberg SL, Hansen E, Hirsch J, Ho YL, Ip A, Izano M, Jones J, Justice AC, Klesh R, Kuranz S, Lam C, Mao Q, Mataraso S, Mera R, Posner DC, Rassen JA, Siefkas A, Schrag A, Tourassi G, Weckstein A, Wolf F, Bhat A, Winckler S, Sigal EV, Allen J. Stewart M, et al. Among authors: lam c. PLoS One. 2021 Mar 17;16(3):e0248128. doi: 10.1371/journal.pone.0248128. eCollection 2021. PLoS One. 2021. PMID: 33730088 Free PMC article.

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