Cha KH - Search Results

1

Artificial intelligence in medicine: mitigating risks and maximizing benefits via quality assurance, quality control, and acceptance testing.

Mahmood U, Shukla-Dave A, Chan HP, Drukker K, Samala RK, Chen Q, Vergara D, Greenspan H, Petrick N, Sahiner B, Huo Z, Summers RM, Cha KH, Tourassi G, Deserno TM, Grizzard KT, Näppi JJ, Yoshida H, Regge D, Mazurchuk R, Suzuki K, Morra L, Huisman H, Armato SG 3rd, Hadjiiski L. Mahmood U, et al. Among authors: cha kh. BJR Artif Intell. 2024 Mar 4;1(1):ubae003. doi: 10.1093/bjrai/ubae003. eCollection 2024 Jan. BJR Artif Intell. 2024. PMID: 38476957 Free PMC article. Review.

2

AAPM task group report 273: Recommendations on best practices for AI and machine learning for computer-aided diagnosis in medical imaging.

Hadjiiski L, Cha K, Chan HP, Drukker K, Morra L, Näppi JJ, Sahiner B, Yoshida H, Chen Q, Deserno TM, Greenspan H, Huisman H, Huo Z, Mazurchuk R, Petrick N, Regge D, Samala R, Summers RM, Suzuki K, Tourassi G, Vergara D, Armato SG 3rd. Hadjiiski L, et al. Med Phys. 2023 Feb;50(2):e1-e24. doi: 10.1002/mp.16188. Epub 2023 Jan 6. Med Phys. 2023. PMID: 36565447

3

Decision region analysis for generalizability of artificial intelligence models: estimating model generalizability in the case of cross-reactivity and population shift.

Burgon A, Sahiner B, Petrick N, Pennello G, Cha KH, Samala RK. Burgon A, et al. Among authors: cha kh. J Med Imaging (Bellingham). 2024 Jan;11(1):014501. doi: 10.1117/1.JMI.11.1.014501. Epub 2024 Jan 25. J Med Imaging (Bellingham). 2024. PMID: 38283653

4

Evolutionary pruning of transfer learned deep convolutional neural network for breast cancer diagnosis in digital breast tomosynthesis.

Samala RK, Chan HP, Hadjiiski LM, Helvie MA, Richter C, Cha K. Samala RK, et al. Phys Med Biol. 2018 May 1;63(9):095005. doi: 10.1088/1361-6560/aabb5b. Phys Med Biol. 2018. PMID: 29616660 Free PMC article.

5

Multi-task transfer learning deep convolutional neural network: application to computer-aided diagnosis of breast cancer on mammograms.

Samala RK, Chan HP, Hadjiiski LM, Helvie MA, Cha KH, Richter CD. Samala RK, et al. Among authors: cha kh. Phys Med Biol. 2017 Nov 10;62(23):8894-8908. doi: 10.1088/1361-6560/aa93d4. Phys Med Biol. 2017. PMID: 29035873 Free PMC article.

6

Mass detection in digital breast tomosynthesis: Deep convolutional neural network with transfer learning from mammography.

Samala RK, Chan HP, Hadjiiski L, Helvie MA, Wei J, Cha K. Samala RK, et al. Med Phys. 2016 Dec;43(12):6654. doi: 10.1118/1.4967345. Med Phys. 2016. PMID: 27908154 Free PMC article.

7

Urinary bladder segmentation in CT urography using deep-learning convolutional neural network and level sets.

Cha KH, Hadjiiski L, Samala RK, Chan HP, Caoili EM, Cohan RH. Cha KH, et al. Med Phys. 2016 Apr;43(4):1882. doi: 10.1118/1.4944498. Med Phys. 2016. PMID: 27036584 Free PMC article.

8

Deep learning in medical imaging and radiation therapy.

Sahiner B, Pezeshk A, Hadjiiski LM, Wang X, Drukker K, Cha KH, Summers RM, Giger ML. Sahiner B, et al. Among authors: cha kh. Med Phys. 2019 Jan;46(1):e1-e36. doi: 10.1002/mp.13264. Epub 2018 Nov 20. Med Phys. 2019. PMID: 30367497 Free PMC article. Review.

9

Deep-learning convolutional neural network: Inner and outer bladder wall segmentation in CT urography.

Gordon MN, Hadjiiski LM, Cha KH, Samala RK, Chan HP, Cohan RH, Caoili EM. Gordon MN, et al. Among authors: cha kh. Med Phys. 2019 Feb;46(2):634-648. doi: 10.1002/mp.13326. Epub 2019 Jan 4. Med Phys. 2019. PMID: 30520055 Free PMC article.

10

PROSTATEx Challenges for computerized classification of prostate lesions from multiparametric magnetic resonance images.

Armato SG 3rd, Huisman H, Drukker K, Hadjiiski L, Kirby JS, Petrick N, Redmond G, Giger ML, Cha K, Mamonov A, Kalpathy-Cramer J, Farahani K. Armato SG 3rd, et al. J Med Imaging (Bellingham). 2018 Oct;5(4):044501. doi: 10.1117/1.JMI.5.4.044501. Epub 2018 Nov 10. J Med Imaging (Bellingham). 2018. PMID: 30840739 Free PMC article.

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