Giger ML - Search Results

1

Criteria for the translation of radiomics into clinically useful tests.

Huang EP, O'Connor JPB, McShane LM, Giger ML, Lambin P, Kinahan PE, Siegel EL, Shankar LK. Huang EP, et al. Among authors: giger ml. Nat Rev Clin Oncol. 2023 Feb;20(2):69-82. doi: 10.1038/s41571-022-00707-0. Epub 2022 Nov 28. Nat Rev Clin Oncol. 2023. PMID: 36443594 Free PMC article. Review.

2

Temporal Machine Learning Analysis of Prior Mammograms for Breast Cancer Risk Prediction.

Li H, Robinson K, Lan L, Baughan N, Chan CW, Embury M, Whitman GJ, El-Zein R, Bedrosian I, Giger ML. Li H, et al. Among authors: giger ml. Cancers (Basel). 2023 Apr 4;15(7):2141. doi: 10.3390/cancers15072141. Cancers (Basel). 2023. PMID: 37046802 Free PMC article.

3

Role of sureness in evaluating AI/CADx: Lesion-based repeatability of machine learning classification performance on breast MRI.

Whitney HM, Drukker K, Vieceli M, Van Dusen A, de Oliveira M, Abe H, Giger ML. Whitney HM, et al. Among authors: giger ml. Med Phys. 2024 Mar;51(3):1812-1821. doi: 10.1002/mp.16673. Epub 2023 Aug 21. Med Phys. 2024. PMID: 37602841

4

[No title available]

[No authors listed] [No authors listed] PMID: 37428594

5

MIDRC CRP10 AI interface-an integrated tool for exploring, testing and visualization of AI models.

Gorre N, Carranza E, Fuhrman J, Li H, Madduri RK, Giger M, El Naqa I. Gorre N, et al. Phys Med Biol. 2023 Mar 23;68(7):10.1088/1361-6560/acb754. doi: 10.1088/1361-6560/acb754. Phys Med Biol. 2023. PMID: 36716497 Free PMC article.

6

Patient-specific fetal radiation dosimetry for pregnant patients undergoing abdominal and pelvic CT imaging.

Qu S, Liu H, Xie T, Giger ML, Quan G, Zaidi H. Qu S, et al. Among authors: giger ml. Med Phys. 2023 Jun;50(6):3801-3815. doi: 10.1002/mp.16304. Epub 2023 Feb 25. Med Phys. 2023. PMID: 36799714

7

Machine learning with multimodal data for COVID-19.

Chen W, Sá RC, Bai Y, Napel S, Gevaert O, Lauderdale DS, Giger ML. Chen W, et al. Among authors: giger ml. Heliyon. 2023 Jul 5;9(7):e17934. doi: 10.1016/j.heliyon.2023.e17934. eCollection 2023 Jul. Heliyon. 2023. PMID: 37483733 Free PMC article. Review.

8

Evaluation of emphysema on thoracic low-dose CTs through attention-based multiple instance deep learning.

Fuhrman J, Yip R, Zhu Y, Jirapatnakul AC, Li F, Henschke CI, Yankelevitz DF, Giger ML. Fuhrman J, et al. Among authors: giger ml. Sci Rep. 2023 Jan 21;13(1):1187. doi: 10.1038/s41598-023-27549-9. Sci Rep. 2023. PMID: 36681685 Free PMC article.

9

MIDRC-MetricTree: a decision tree-based tool for recommending performance metrics in artificial intelligence-assisted medical image analysis.

Drukker K, Sahiner B, Hu T, Kim GH, Whitney HM, Baughan N, Myers KJ, Giger ML, McNitt-Gray M. Drukker K, et al. Among authors: giger ml. J Med Imaging (Bellingham). 2024 Mar;11(2):024504. doi: 10.1117/1.JMI.11.2.024504. Epub 2024 Apr 3. J Med Imaging (Bellingham). 2024. PMID: 38576536

10

A Guideline for Open-Source Tools to Make Medical Imaging Data Ready for Artificial Intelligence Applications: A Society of Imaging Informatics in Medicine (SIIM) Survey.

Vahdati S, Khosravi B, Mahmoudi E, Zhang K, Rouzrokh P, Faghani S, Moassefi M, Tahmasebi A, Andriole KP, Chang P, Farahani K, Flores MG, Folio L, Houshmand S, Giger ML, Gichoya JW, Erickson BJ. Vahdati S, et al. Among authors: giger ml. J Imaging Inform Med. 2024 Apr 1. doi: 10.1007/s10278-024-01083-0. Online ahead of print. J Imaging Inform Med. 2024. PMID: 38558368

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