Namdar K - Search Results

1

Using decision curve analysis to benchmark performance of a magnetic resonance imaging-based deep learning model for prostate cancer risk assessment.

Deniffel D, Abraham N, Namdar K, Dong X, Salinas E, Milot L, Khalvati F, Haider MA. Deniffel D, et al. Among authors: namdar k. Eur Radiol. 2020 Dec;30(12):6867-6876. doi: 10.1007/s00330-020-07030-1. Epub 2020 Jun 26. Eur Radiol. 2020. PMID: 32591889

2

Can machine learning radiomics provide pre-operative differentiation of combined hepatocellular cholangiocarcinoma from hepatocellular carcinoma and cholangiocarcinoma to inform optimal treatment planning?

Liu X, Khalvati F, Namdar K, Fischer S, Lewis S, Taouli B, Haider MA, Jhaveri KS. Liu X, et al. Among authors: namdar k. Eur Radiol. 2021 Jan;31(1):244-255. doi: 10.1007/s00330-020-07119-7. Epub 2020 Aug 4. Eur Radiol. 2021. PMID: 32749585

3

Radiomics of Pediatric Low-Grade Gliomas: Toward a Pretherapeutic Differentiation of BRAF-Mutated and BRAF-Fused Tumors.

Wagner MW, Hainc N, Khalvati F, Namdar K, Figueiredo L, Sheng M, Laughlin S, Shroff MM, Bouffet E, Tabori U, Hawkins C, Yeom KW, Ertl-Wagner BB. Wagner MW, et al. Among authors: namdar k. AJNR Am J Neuroradiol. 2021 Apr;42(4):759-765. doi: 10.3174/ajnr.A6998. Epub 2021 Feb 11. AJNR Am J Neuroradiol. 2021. PMID: 33574103 Free PMC article.

4

A Pre-TACE Radiomics Model to Predict HCC Progression and Recurrence in Liver Transplantation: A Pilot Study on a Novel Biomarker.

Ivanics T, Salinas-Miranda E, Abreu P, Khalvati F, Namdar K, Dong X, Deniffel D, Gorgen A, Erdman L, Jhaveri K, Haider M, Veit-Haibach P, Sapisochin G. Ivanics T, et al. Among authors: namdar k. Transplantation. 2021 Nov 1;105(11):2435-2444. doi: 10.1097/TP.0000000000003605. Transplantation. 2021. PMID: 33982917

5

A Transfer Learning-Based Active Learning Framework for Brain Tumor Classification.

Hao R, Namdar K, Liu L, Khalvati F. Hao R, et al. Among authors: namdar k. Front Artif Intell. 2021 May 17;4:635766. doi: 10.3389/frai.2021.635766. eCollection 2021. Front Artif Intell. 2021. PMID: 34079932 Free PMC article.

6

A Comprehensive Study of Data Augmentation Strategies for Prostate Cancer Detection in Diffusion-Weighted MRI Using Convolutional Neural Networks.

Hao R, Namdar K, Liu L, Haider MA, Khalvati F. Hao R, et al. Among authors: namdar k. J Digit Imaging. 2021 Aug;34(4):862-876. doi: 10.1007/s10278-021-00478-7. Epub 2021 Jul 12. J Digit Imaging. 2021. PMID: 34254200 Free PMC article.

7

Radiomics, machine learning, and artificial intelligence-what the neuroradiologist needs to know.

Wagner MW, Namdar K, Biswas A, Monah S, Khalvati F, Ertl-Wagner BB. Wagner MW, et al. Among authors: namdar k. Neuroradiology. 2021 Dec;63(12):1957-1967. doi: 10.1007/s00234-021-02813-9. Epub 2021 Sep 18. Neuroradiology. 2021. PMID: 34537858 Free PMC article. Review.

8

A Modified AUC for Training Convolutional Neural Networks: Taking Confidence Into Account.

Namdar K, Haider MA, Khalvati F. Namdar K, et al. Front Artif Intell. 2021 Nov 30;4:582928. doi: 10.3389/frai.2021.582928. eCollection 2021. Front Artif Intell. 2021. PMID: 34917933 Free PMC article.

9

Radiomic Features Based on MRI Predict Progression-Free Survival in Pediatric Diffuse Midline Glioma/Diffuse Intrinsic Pontine Glioma.

Wagner MW, Namdar K, Napoleone M, Hainc N, Amirabadi A, Fonseca A, Laughlin S, Shroff MM, Bouffet E, Hawkins C, Khalvati F, Bartels U, Ertl-Wagner BB. Wagner MW, et al. Among authors: namdar k. Can Assoc Radiol J. 2023 Feb;74(1):119-126. doi: 10.1177/08465371221109921. Epub 2022 Jun 29. Can Assoc Radiol J. 2023. PMID: 35768942

10

Exploring potential barriers in equitable access to pediatric diagnostic imaging using machine learning.

Taheri-Shirazi M, Namdar K, Ling K, Karmali K, McCradden MD, Lee W, Khalvati F. Taheri-Shirazi M, et al. Among authors: namdar k. Front Public Health. 2023 Feb 24;11:968319. doi: 10.3389/fpubh.2023.968319. eCollection 2023. Front Public Health. 2023. PMID: 36908403 Free PMC article.

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