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For: Hänsch A, Schwier M, Gass T, Morgas T, Haas B, Dicken V, Meine H, Klein J, Hahn HK. Evaluation of deep learning methods for parotid gland segmentation from CT images. J Med Imaging (Bellingham) 2018;6:011005. [PMID: 30276222 PMCID: PMC6165912 DOI: 10.1117/1.jmi.6.1.011005] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2018] [Accepted: 08/31/2018] [Indexed: 12/27/2022]  Open
Number Cited by Other Article(s)
1
Clark B, Hardcastle N, Johnston LA, Korte J. Transfer learning for auto-segmentation of 17 organs-at-risk in the head and neck: Bridging the gap between institutional and public datasets. Med Phys 2024;51:4767-4777. [PMID: 38376454 DOI: 10.1002/mp.16997] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Revised: 12/04/2023] [Accepted: 01/31/2024] [Indexed: 02/21/2024]  Open
2
Weisman AJ, Huff DT, Govindan RM, Chen S, Perk TG. Multi-organ segmentation of CT via convolutional neural network: impact of training setting and scanner manufacturer. Biomed Phys Eng Express 2023;9:065021. [PMID: 37725928 DOI: 10.1088/2057-1976/acfb06] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Accepted: 09/19/2023] [Indexed: 09/21/2023]
3
Güneş AM, van Rooij W, Gulshad S, Slotman B, Dahele M, Verbakel W. Impact of imperfection in medical imaging data on deep learning-based segmentation performance: An experimental study using synthesized data. Med Phys 2023;50:6421-6432. [PMID: 37118976 DOI: 10.1002/mp.16437] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2022] [Revised: 02/20/2023] [Accepted: 03/12/2023] [Indexed: 04/30/2023]  Open
4
Pera Ó, Martínez Á, Möhler C, Hamans B, Vega F, Barral F, Becerra N, Jimenez R, Fernandez-Velilla E, Quera J, Algara M. Clinical Validation of Siemens' Syngo.via Automatic Contouring System. Adv Radiat Oncol 2023;8:101177. [PMID: 36865668 PMCID: PMC9972393 DOI: 10.1016/j.adro.2023.101177] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Accepted: 01/05/2023] [Indexed: 01/18/2023]  Open
5
Huang X, Liu Y, Li Y, Qi K, Gao A, Zheng B, Liang D, Long X. Deep Learning-Based Multiclass Brain Tissue Segmentation in Fetal MRIs. SENSORS (BASEL, SWITZERLAND) 2023;23:655. [PMID: 36679449 PMCID: PMC9862805 DOI: 10.3390/s23020655] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Revised: 12/31/2022] [Accepted: 01/03/2023] [Indexed: 06/17/2023]
6
Sample C, Jung N, Rahmim A, Uribe C, Clark H. Development of a CT-Based Auto-Segmentation Model for Prostate-Specific Membrane Antigen (PSMA) Positron Emission Tomography-Delineated Tubarial Glands. Cureus 2022;14:e31060. [DOI: 10.7759/cureus.31060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/02/2022] [Indexed: 11/06/2022]  Open
7
Hazarika RA, Maji AK, Syiem R, Sur SN, Kandar D. Hippocampus Segmentation Using U-Net Convolutional Network from Brain Magnetic Resonance Imaging (MRI). J Digit Imaging 2022;35:893-909. [PMID: 35304675 PMCID: PMC9485390 DOI: 10.1007/s10278-022-00613-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Revised: 01/04/2022] [Accepted: 01/14/2022] [Indexed: 12/21/2022]  Open
8
Volpe S, Pepa M, Zaffaroni M, Bellerba F, Santamaria R, Marvaso G, Isaksson LJ, Gandini S, Starzyńska A, Leonardi MC, Orecchia R, Alterio D, Jereczek-Fossa BA. Machine Learning for Head and Neck Cancer: A Safe Bet?-A Clinically Oriented Systematic Review for the Radiation Oncologist. Front Oncol 2021;11:772663. [PMID: 34869010 PMCID: PMC8637856 DOI: 10.3389/fonc.2021.772663] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Accepted: 10/25/2021] [Indexed: 12/17/2022]  Open
9
Rohm M, Markmann M, Forsting J, Rehmann R, Froeling M, Schlaffke L. 3D Automated Segmentation of Lower Leg Muscles Using Machine Learning on a Heterogeneous Dataset. Diagnostics (Basel) 2021;11:1747. [PMID: 34679445 PMCID: PMC8534967 DOI: 10.3390/diagnostics11101747] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Revised: 09/16/2021] [Accepted: 09/18/2021] [Indexed: 12/29/2022]  Open
10
Fang Y, Wang J, Ou X, Ying H, Hu C, Zhang Z, Hu W. The impact of training sample size on deep learning-based organ auto-segmentation for head-and-neck patients. Phys Med Biol 2021;66. [PMID: 34450599 DOI: 10.1088/1361-6560/ac2206] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Accepted: 08/27/2021] [Indexed: 12/23/2022]
11
Douglass MJJ, Keal JA. DeepWL: Robust EPID based Winston-Lutz analysis using deep learning, synthetic image generation and optical path-tracing. Phys Med 2021;89:306-316. [PMID: 34492498 DOI: 10.1016/j.ejmp.2021.08.012] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Revised: 08/03/2021] [Accepted: 08/27/2021] [Indexed: 12/23/2022]  Open
12
Watanabe S, Sakaguchi K, Murata D, Ishii K. Deep learning-based Hounsfield unit value measurement method for bolus tracking images in cerebral computed tomography angiography. Comput Biol Med 2021;137:104824. [PMID: 34488029 DOI: 10.1016/j.compbiomed.2021.104824] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2021] [Revised: 08/28/2021] [Accepted: 08/28/2021] [Indexed: 10/20/2022]
13
Park J, Lee JS, Oh D, Ryoo HG, Han JH, Lee WW. Quantitative salivary gland SPECT/CT using deep convolutional neural networks. Sci Rep 2021;11:7842. [PMID: 33837284 PMCID: PMC8035179 DOI: 10.1038/s41598-021-87497-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2020] [Accepted: 03/30/2021] [Indexed: 11/08/2022]  Open
14
van Rooij W, Dahele M, Nijhuis H, Slotman BJ, Verbakel WF. Strategies to improve deep learning-based salivary gland segmentation. Radiat Oncol 2020;15:272. [PMID: 33261620 PMCID: PMC7709305 DOI: 10.1186/s13014-020-01721-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2020] [Accepted: 11/20/2020] [Indexed: 12/01/2022]  Open
15
Jiang J, Hu YC, Tyagi N, Wang C, Lee N, Deasy JO, Sean B, Veeraraghavan H. Self-derived organ attention for unpaired CT-MRI deep domain adaptation based MRI segmentation. Phys Med Biol 2020;65:205001. [PMID: 33027063 DOI: 10.1088/1361-6560/ab9fca] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
16
Xin S, Shi H, Jide A, Zhu M, Ma C, Liao H. Automatic lesion segmentation and classification of hepatic echinococcosis using a multiscale-feature convolutional neural network. Med Biol Eng Comput 2020;58:659-668. [PMID: 31950330 DOI: 10.1007/s11517-020-02126-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2019] [Accepted: 01/07/2020] [Indexed: 11/24/2022]
17
Head and Neck Cancer Adaptive Radiation Therapy (ART): Conceptual Considerations for the Informed Clinician. Semin Radiat Oncol 2019;29:258-273. [PMID: 31027643 DOI: 10.1016/j.semradonc.2019.02.008] [Citation(s) in RCA: 46] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
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