Mathai TS - Search Results

1

Detection of abdominopelvic lymph nodes in multi-parametric MRI.

Mathai TS, Shen TC, Elton DC, Lee S, Lu Z, Summers RM. Mathai TS, et al. Comput Med Imaging Graph. 2024 Jun;114:102363. doi: 10.1016/j.compmedimag.2024.102363. Epub 2024 Mar 1. Comput Med Imaging Graph. 2024. PMID: 38447381

2

Confounding factors need to be accounted for in assessing bias by machine learning algorithms.

Mukherjee P, Shen TC, Liu J, Mathai T, Shafaat O, Summers RM. Mukherjee P, et al. Nat Med. 2022 Jun;28(6):1159-1160. doi: 10.1038/s41591-022-01847-7. Epub 2022 Jun 16. Nat Med. 2022. PMID: 35710994 No abstract available.

3

Universal lymph node detection in T2 MRI using neural networks.

Mathai TS, Lee S, Shen TC, Lu Z, Summers RM. Mathai TS, et al. Int J Comput Assist Radiol Surg. 2023 Feb;18(2):313-318. doi: 10.1007/s11548-022-02782-1. Epub 2022 Nov 4. Int J Comput Assist Radiol Surg. 2023. PMID: 36333598 Free PMC article.

4

Universal detection and segmentation of lymph nodes in multi-parametric MRI.

Mathai TS, Lee S, Shen TC, Elton D, Lu Z, Summers RM. Mathai TS, et al. Int J Comput Assist Radiol Surg. 2024 Jan;19(1):163-170. doi: 10.1007/s11548-023-02954-7. Epub 2023 Jun 16. Int J Comput Assist Radiol Surg. 2024. PMID: 37326816 Free PMC article.

5

Utilizing Longitudinal Chest X-Rays and Reports to Pre-Fill Radiology Reports.

Zhu Q, Mathai TS, Mukherjee P, Peng Y, Summers RM, Lu Z. Zhu Q, et al. Among authors: mathai ts. ArXiv [Preprint]. 2023 Oct 10:arXiv:2306.08749v2. ArXiv. 2023. PMID: 37502627 Free PMC article. Updated. Preprint.

6

Segmentation of pelvic structures in T2 MRI via MR-to-CT synthesis.

Zhuang Y, Mathai TS, Mukherjee P, Summers RM. Zhuang Y, et al. Among authors: mathai ts. Comput Med Imaging Graph. 2024 Mar;112:102335. doi: 10.1016/j.compmedimag.2024.102335. Epub 2024 Jan 11. Comput Med Imaging Graph. 2024. PMID: 38271870

7

Enhanced Muscle and Fat Segmentation for CT-Based Body Composition Analysis: A Comparative Study.

Hou B, Mathai TS, Liu J, Parnell C, Summers RM. Hou B, et al. Among authors: mathai ts. ArXiv [Preprint]. 2024 Apr 12:arXiv:2401.05294v2. ArXiv. 2024. PMID: 38410656 Free PMC article. Preprint.

8

Utilizing Longitudinal Chest X-Rays and Reports to Pre-fill Radiology Reports.

Zhu Q, Mathai TS, Mukherjee P, Peng Y, Summers RM, Lu Z. Zhu Q, et al. Among authors: mathai ts. Med Image Comput Comput Assist Interv. 2023 Oct;14224:189-198. doi: 10.1007/978-3-031-43904-9_19. Epub 2023 Oct 1. Med Image Comput Comput Assist Interv. 2023. PMID: 38501075 Free PMC article.

9

Weakly Supervised Detection of Pheochromocytomas and Paragangliomas in CT.

Oluigbo DC, Santra B, Mathai TS, Mukherjee P, Liu J, Jha A, Patel M, Pacak K, Summers RM. Oluigbo DC, et al. Among authors: mathai ts. ArXiv [Preprint]. 2024 Feb 12:arXiv:2402.08697v1. ArXiv. 2024. PMID: 38529074 Free PMC article. Preprint.

10

Automated Classification of Body MRI Sequence Type Using Convolutional Neural Networks.

Helm K, Mathai TS, Kim B, Mukherjee P, Liu J, Summers RM. Helm K, et al. Among authors: mathai ts. ArXiv [Preprint]. 2024 Feb 12:arXiv:2402.08098v1. ArXiv. 2024. PMID: 38529076 Free PMC article. Preprint.

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