Parekh VS - Search Results

1

A Multidimensional Connectomics- and Radiomics-Based Advanced Machine-Learning Framework to Distinguish Radiation Necrosis from True Progression in Brain Metastases.

Cao Y, Parekh VS, Lee E, Chen X, Redmond KJ, Pillai JJ, Peng L, Jacobs MA, Kleinberg LR. Cao Y, et al. Among authors: parekh vs. Cancers (Basel). 2023 Aug 15;15(16):4113. doi: 10.3390/cancers15164113. Cancers (Basel). 2023. PMID: 37627141 Free PMC article.

2

Trainable high resolution melt curve machine learning classifier for large-scale reliable genotyping of sequence variants.

Athamanolap P, Parekh V, Fraley SI, Agarwal V, Shin DJ, Jacobs MA, Wang TH, Yang S. Athamanolap P, et al. PLoS One. 2014 Oct 2;9(9):e109094. doi: 10.1371/journal.pone.0109094. eCollection 2014. PLoS One. 2014. PMID: 25275518 Free PMC article.

3

Radiomics: a new application from established techniques.

Parekh V, Jacobs MA. Parekh V, et al. Expert Rev Precis Med Drug Dev. 2016;1(2):207-226. doi: 10.1080/23808993.2016.1164013. Epub 2016 Mar 31. Expert Rev Precis Med Drug Dev. 2016. PMID: 28042608 Free PMC article.

4

Integrated radiomic framework for breast cancer and tumor biology using advanced machine learning and multiparametric MRI.

Parekh VS, Jacobs MA. Parekh VS, et al. NPJ Breast Cancer. 2017 Nov 14;3:43. doi: 10.1038/s41523-017-0045-3. eCollection 2017. NPJ Breast Cancer. 2017. PMID: 29152563 Free PMC article.

5

Distinguishing True Progression From Radionecrosis After Stereotactic Radiation Therapy for Brain Metastases With Machine Learning and Radiomics.

Peng L, Parekh V, Huang P, Lin DD, Sheikh K, Baker B, Kirschbaum T, Silvestri F, Son J, Robinson A, Huang E, Ames H, Grimm J, Chen L, Shen C, Soike M, McTyre E, Redmond K, Lim M, Lee J, Jacobs MA, Kleinberg L. Peng L, et al. Int J Radiat Oncol Biol Phys. 2018 Nov 15;102(4):1236-1243. doi: 10.1016/j.ijrobp.2018.05.041. Epub 2018 May 24. Int J Radiat Oncol Biol Phys. 2018. PMID: 30353872 Free PMC article.

6

Deep learning and radiomics in precision medicine.

Parekh VS, Jacobs MA. Parekh VS, et al. Expert Rev Precis Med Drug Dev. 2019;4(2):59-72. doi: 10.1080/23808993.2019.1585805. Epub 2019 Apr 19. Expert Rev Precis Med Drug Dev. 2019. PMID: 31080889 Free PMC article.

7

Multiparametric deep learning tissue signatures for a radiological biomarker of breast cancer: Preliminary results.

Parekh VS, Macura KJ, Harvey SC, Kamel IR, Ei-Khouli R, Bluemke DA, Jacobs MA. Parekh VS, et al. Med Phys. 2020 Jan;47(1):75-88. doi: 10.1002/mp.13849. Epub 2019 Nov 22. Med Phys. 2020. PMID: 31598978 Free PMC article.

8

Radiomic features of the pancreas on CT imaging accurately differentiate functional abdominal pain, recurrent acute pancreatitis, and chronic pancreatitis.

Mashayekhi R, Parekh VS, Faghih M, Singh VK, Jacobs MA, Zaheer A. Mashayekhi R, et al. Among authors: parekh vs. Eur J Radiol. 2020 Feb;123:108778. doi: 10.1016/j.ejrad.2019.108778. Epub 2019 Dec 11. Eur J Radiol. 2020. PMID: 31846864 Free PMC article.

9

Multiparametric radiomics methods for breast cancer tissue characterization using radiological imaging.

Parekh VS, Jacobs MA. Parekh VS, et al. Breast Cancer Res Treat. 2020 Apr;180(2):407-421. doi: 10.1007/s10549-020-05533-5. Epub 2020 Feb 4. Breast Cancer Res Treat. 2020. PMID: 32020435 Free PMC article.

10

Letter: Design flaws in study of differentiating functional abdominal pain, recurrent acute pancreatitis and chronic pancreatitis via radiomics features. Authors' reply.

Faghih M, Singh VK, Mashayekhi R, Parekh VS, Jacobs MA, Zaheer A. Faghih M, et al. Among authors: parekh vs. Eur J Radiol. 2020 Apr;125:108871. doi: 10.1016/j.ejrad.2020.108871. Epub 2020 Feb 19. Eur J Radiol. 2020. PMID: 32143900 No abstract available.

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