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For: Armato SG, McLennan G, McNitt-Gray MF, Meyer CR, Yankelevitz D, Aberle DR, Henschke CI, Hoffman EA, Kazerooni EA, MacMahon H, Reeves AP, Croft BY, Clarke LP. Lung image database consortium: developing a resource for the medical imaging research community. Radiology 2004;232:739-48. [PMID: 15333795 DOI: 10.1148/radiol.2323032035] [Citation(s) in RCA: 165] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Number Cited by Other Article(s)
1
Zhao Q, Chang CW, Yang X, Zhao L. Robust explanation supervision for false positive reduction in pulmonary nodule detection. Med Phys 2024;51:1687-1701. [PMID: 38224306 PMCID: PMC10939846 DOI: 10.1002/mp.16937] [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: 07/18/2023] [Revised: 11/08/2023] [Accepted: 12/12/2023] [Indexed: 01/16/2024]  Open
2
Roy R, Mazumdar S, Chowdhury AS. ADGAN: Attribute-Driven Generative Adversarial Network for Synthesis and Multiclass Classification of Pulmonary Nodules. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2024;35:2484-2495. [PMID: 35853058 DOI: 10.1109/tnnls.2022.3190331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
3
Jenkin Suji R, Bhadauria SS, Wilfred Godfrey W. A survey and taxonomy of 2.5D approaches for lung segmentation and nodule detection in CT images. Comput Biol Med 2023;165:107437. [PMID: 37717526 DOI: 10.1016/j.compbiomed.2023.107437] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2022] [Revised: 08/20/2023] [Accepted: 08/28/2023] [Indexed: 09/19/2023]
4
Kazerouni A, Aghdam EK, Heidari M, Azad R, Fayyaz M, Hacihaliloglu I, Merhof D. Diffusion models in medical imaging: A comprehensive survey. Med Image Anal 2023;88:102846. [PMID: 37295311 DOI: 10.1016/j.media.2023.102846] [Citation(s) in RCA: 29] [Impact Index Per Article: 29.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Revised: 05/12/2023] [Accepted: 05/16/2023] [Indexed: 06/12/2023]
5
Cai J, Guo L, Zhu L, Xia L, Qian L, Lure YMF, Yin X. Impact of localized fine tuning in the performance of segmentation and classification of lung nodules from computed tomography scans using deep learning. Front Oncol 2023;13:1140635. [PMID: 37056345 PMCID: PMC10088514 DOI: 10.3389/fonc.2023.1140635] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Accepted: 03/16/2023] [Indexed: 03/30/2023]  Open
6
Sasmal B, Dhal KG. A survey on the utilization of Superpixel image for clustering based image segmentation. MULTIMEDIA TOOLS AND APPLICATIONS 2023;82:1-63. [PMID: 37362658 PMCID: PMC9992924 DOI: 10.1007/s11042-023-14861-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Revised: 06/22/2022] [Accepted: 02/06/2023] [Indexed: 06/28/2023]
7
Wang L, Ye X, Ju L, He W, Zhang D, Wang X, Huang Y, Feng W, Song K, Ge Z. Medical matting: Medical image segmentation with uncertainty from the matting perspective. Comput Biol Med 2023;158:106714. [PMID: 37003068 DOI: 10.1016/j.compbiomed.2023.106714] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Revised: 02/10/2023] [Accepted: 02/26/2023] [Indexed: 03/05/2023]
8
Zhang H, Chen L, Gu X, Zhang M, Qin Y, Yao F, Wang Z, Gu Y, Yang GZ. Trustworthy learning with (un)sure annotation for lung nodule diagnosis with CT. Med Image Anal 2023;83:102627. [PMID: 36283199 DOI: 10.1016/j.media.2022.102627] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Revised: 07/22/2022] [Accepted: 09/10/2022] [Indexed: 02/04/2023]
9
Hussain MA, Gogoi L. Performance analyses of five neural network classifiers on nodule classification in lung CT images using WEKA: a comparative study. Phys Eng Sci Med 2022;45:1193-1204. [PMID: 36315381 DOI: 10.1007/s13246-022-01187-3] [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: 09/23/2021] [Accepted: 10/08/2022] [Indexed: 11/06/2022]
10
Computer-Aided Diagnosis of Pulmonary Nodules in Rheumatoid Arthritis. Life (Basel) 2022;12:life12111935. [PMID: 36431070 PMCID: PMC9697803 DOI: 10.3390/life12111935] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Revised: 11/17/2022] [Accepted: 11/18/2022] [Indexed: 11/22/2022]  Open
11
Wang L, Ye X, Zhang D, He W, Ju L, Luo Y, Luo H, Wang X, Feng W, Song K, Zhao X, Ge Z. 3D matting: A benchmark study on soft segmentation method for pulmonary nodules applied in computed tomography. Comput Biol Med 2022;150:106153. [PMID: 36228464 DOI: 10.1016/j.compbiomed.2022.106153] [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: 06/22/2022] [Revised: 08/20/2022] [Accepted: 09/24/2022] [Indexed: 11/22/2022]
12
Pati S, Baid U, Edwards B, Sheller MJ, Foley P, Reina GA, Thakur S, Sako C, Bilello M, Davatzikos C, Martin J, Shah P, Menze B, Bakas S. The federated tumor segmentation (FeTS) tool: an open-source solution to further solid tumor research. Phys Med Biol 2022;67:10.1088/1361-6560/ac9449. [PMID: 36137534 PMCID: PMC9592188 DOI: 10.1088/1361-6560/ac9449] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Accepted: 09/22/2022] [Indexed: 11/11/2022]
13
Barbano R, Kereta Ž, Hauptmann A, Arridge SR, Jin B. Unsupervised knowledge-transfer for learned image reconstruction. INVERSE PROBLEMS 2022;38:104004. [PMID: 37745782 PMCID: PMC10515400 DOI: 10.1088/1361-6420/ac8a91] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Revised: 07/12/2022] [Accepted: 08/18/2022] [Indexed: 09/26/2023]
14
Murchison JT, Ritchie G, Senyszak D, Nijwening JH, van Veenendaal G, Wakkie J, van Beek EJR. Validation of a deep learning computer aided system for CT based lung nodule detection, classification, and growth rate estimation in a routine clinical population. PLoS One 2022;17:e0266799. [PMID: 35511758 PMCID: PMC9070877 DOI: 10.1371/journal.pone.0266799] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Accepted: 03/28/2022] [Indexed: 12/18/2022]  Open
15
Yousef R, Gupta G, Yousef N, Khari M. A holistic overview of deep learning approach in medical imaging. MULTIMEDIA SYSTEMS 2022;28:881-914. [PMID: 35079207 PMCID: PMC8776556 DOI: 10.1007/s00530-021-00884-5] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Accepted: 12/23/2021] [Indexed: 05/07/2023]
16
Lung Nodule Detection from Feature Engineering to Deep Learning in Thoracic CT Images: a Comprehensive Review. J Digit Imaging 2021;33:655-677. [PMID: 31997045 DOI: 10.1007/s10278-020-00320-6] [Citation(s) in RCA: 36] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]  Open
17
Elkhader J, Elemento O. Artificial intelligence in oncology: From bench to clinic. Semin Cancer Biol 2021;84:113-128. [PMID: 33915289 DOI: 10.1016/j.semcancer.2021.04.013] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Revised: 03/22/2021] [Accepted: 04/15/2021] [Indexed: 02/07/2023]
18
Ruikar DD, Santosh KC, Hegadi RS, Rupnar L, Choudhary VA. 5K+ CT Images on Fractured Limbs: A Dataset for Medical Imaging Research. J Med Syst 2021;45:51. [PMID: 33687570 DOI: 10.1007/s10916-021-01724-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Accepted: 02/16/2021] [Indexed: 11/28/2022]
19
Xie Y. Research on Application of Ultrasound Medical Imaging Technology in Big Data Mining of Regional Medical Imaging. JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS 2021. [DOI: 10.1166/jmihi.2021.3335] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
20
Lassau N, Bousaid I, Chouzenoux E, Lamarque J, Charmettant B, Azoulay M, Cotton F, Khalil A, Lucidarme O, Pigneur F, Benaceur Y, Sadate A, Lederlin M, Laurent F, Chassagnon G, Ernst O, Ferreti G, Diascorn Y, Brillet P, Creze M, Cassagnes L, Caramella C, Loubet A, Dallongeville A, Abassebay N, Ohana M, Banaste N, Cadi M, Behr J, Boussel L, Fournier L, Zins M, Beregi J, Luciani A, Cotten A, Meder J. Three artificial intelligence data challenges based on CT and MRI. Diagn Interv Imaging 2020;101:783-788. [DOI: 10.1016/j.diii.2020.03.006] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2020] [Accepted: 03/12/2020] [Indexed: 02/07/2023]
21
Transfer-to-Transfer Learning Approach for Computer Aided Detection of COVID-19 in Chest Radiographs. AI 2020. [DOI: 10.3390/ai1040032] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]  Open
22
Tadavarthi Y, Vey B, Krupinski E, Prater A, Gichoya J, Safdar N, Trivedi H. The State of Radiology AI: Considerations for Purchase Decisions and Current Market Offerings. Radiol Artif Intell 2020;2:e200004. [PMID: 33937846 DOI: 10.1148/ryai.2020200004] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2020] [Revised: 06/16/2020] [Accepted: 06/25/2020] [Indexed: 01/02/2023]
23
Zheng S, Cui X, Vonder M, Veldhuis RNJ, Ye Z, Vliegenthart R, Oudkerk M, van Ooijen PMA. Deep learning-based pulmonary nodule detection: Effect of slab thickness in maximum intensity projections at the nodule candidate detection stage. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2020;196:105620. [PMID: 32615493 DOI: 10.1016/j.cmpb.2020.105620] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/10/2020] [Accepted: 06/14/2020] [Indexed: 06/11/2023]
24
Fedorov A, Hancock M, Clunie D, Brochhausen M, Bona J, Kirby J, Freymann J, Pieper S, J. W. L. Aerts H, Kikinis R, Prior F. DICOM re-encoding of volumetrically annotated Lung Imaging Database Consortium (LIDC) nodules. Med Phys 2020;47:5953-5965. [PMID: 32772385 PMCID: PMC7721965 DOI: 10.1002/mp.14445] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2020] [Revised: 07/29/2020] [Accepted: 08/04/2020] [Indexed: 01/03/2023]  Open
25
Qiu B, Furst J, Rasin A, Tchoua R, Raicu D. Learning Latent Spiculated Features for Lung Nodule Characterization. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2020;2020:1254-1257. [PMID: 33018215 DOI: 10.1109/embc44109.2020.9175720] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
26
A Clinical Decision-Support System Based on Three-Stage Integrated Image Analysis for Diagnosing Lung Disease. Symmetry (Basel) 2020. [DOI: 10.3390/sym12030386] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]  Open
27
Khehrah N, Farid MS, Bilal S, Khan MH. Lung Nodule Detection in CT Images Using Statistical and Shape-Based Features. J Imaging 2020;6:jimaging6020006. [PMID: 34460555 PMCID: PMC8321000 DOI: 10.3390/jimaging6020006] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2020] [Revised: 02/20/2020] [Accepted: 02/21/2020] [Indexed: 12/20/2022]  Open
28
Saba T, Sameh A, Khan F, Shad SA, Sharif M. Lung Nodule Detection based on Ensemble of Hand Crafted and Deep Features. J Med Syst 2019;43:332. [DOI: 10.1007/s10916-019-1455-6] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2019] [Accepted: 09/10/2019] [Indexed: 12/27/2022]
29
Winkels M, Cohen TS. Pulmonary nodule detection in CT scans with equivariant CNNs. Med Image Anal 2019;55:15-26. [DOI: 10.1016/j.media.2019.03.010] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2018] [Revised: 03/22/2019] [Accepted: 03/26/2019] [Indexed: 10/27/2022]
30
Zhang G, Yang Z, Gong L, Jiang S, Wang L, Cao X, Wei L, Zhang H, Liu Z. An Appraisal of Nodule Diagnosis for Lung Cancer in CT Images. J Med Syst 2019;43:181. [PMID: 31093830 DOI: 10.1007/s10916-019-1327-0] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2019] [Accepted: 05/08/2019] [Indexed: 12/17/2022]
31
Inter-observer agreement on the morphology of screening-detected lung cancer: beyond pulmonary nodules and masses. Eur Radiol 2019;29:3862-3870. [DOI: 10.1007/s00330-019-06243-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2018] [Revised: 03/28/2019] [Accepted: 04/17/2019] [Indexed: 12/17/2022]
32
Roy R, Chakraborti T, Chowdhury AS. A deep learning-shape driven level set synergism for pulmonary nodule segmentation. Pattern Recognit Lett 2019. [DOI: 10.1016/j.patrec.2019.03.004] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
33
Khan SA, Hussain S, Yang S, Iqbal K. Effective and Reliable Framework for Lung Nodules Detection from CT Scan Images. Sci Rep 2019;9:4989. [PMID: 30899052 PMCID: PMC6428823 DOI: 10.1038/s41598-019-41510-9] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2018] [Accepted: 03/11/2019] [Indexed: 12/01/2022]  Open
34
Ye W, Gu W, Guo X, Yi P, Meng Y, Han F, Yu L, Chen Y, Zhang G, Wang X. Detection of pulmonary ground-glass opacity based on deep learning computer artificial intelligence. Biomed Eng Online 2019;18:6. [PMID: 30670024 PMCID: PMC6343356 DOI: 10.1186/s12938-019-0627-4] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2018] [Accepted: 01/16/2019] [Indexed: 01/15/2023]  Open
35
CT screening for lung cancer: comparison of three baseline screening protocols. Eur Radiol 2018;29:5217-5226. [PMID: 30511179 DOI: 10.1007/s00330-018-5857-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2018] [Revised: 10/03/2018] [Accepted: 10/24/2018] [Indexed: 12/19/2022]
36
Automatic nodule detection for lung cancer in CT images: A review. Comput Biol Med 2018;103:287-300. [PMID: 30415174 DOI: 10.1016/j.compbiomed.2018.10.033] [Citation(s) in RCA: 57] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2018] [Revised: 10/29/2018] [Accepted: 10/29/2018] [Indexed: 12/18/2022]
37
Dandıl E. A Computer-Aided Pipeline for Automatic Lung Cancer Classification on Computed Tomography Scans. JOURNAL OF HEALTHCARE ENGINEERING 2018;2018:9409267. [PMID: 30515286 PMCID: PMC6236771 DOI: 10.1155/2018/9409267] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/28/2018] [Revised: 09/24/2018] [Accepted: 10/08/2018] [Indexed: 11/17/2022]
38
Mackie TR, Jackson EF, Giger M. Opportunities and challenges to utilization of quantitative imaging: Report of the AAPM practical big data workshop. Med Phys 2018;45:e820-e828. [PMID: 30248184 DOI: 10.1002/mp.13135] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2018] [Revised: 05/08/2018] [Accepted: 05/31/2018] [Indexed: 11/05/2022]  Open
39
Guo F, Capaldi D, Kirby M, Sheikh K, Svenningsen S, McCormack DG, Fenster A, Parraga G. Development of a pulmonary imaging biomarker pipeline for phenotyping of chronic lung disease. J Med Imaging (Bellingham) 2018;5:026002. [PMID: 29963580 DOI: 10.1117/1.jmi.5.2.026002] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2017] [Accepted: 06/14/2018] [Indexed: 12/22/2022]  Open
40
Han G, Liu X, Zheng G, Wang M, Huang S. Automatic recognition of 3D GGO CT imaging signs through the fusion of hybrid resampling and layer-wise fine-tuning CNNs. Med Biol Eng Comput 2018;56:2201-2212. [DOI: 10.1007/s11517-018-1850-z] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2017] [Accepted: 05/18/2018] [Indexed: 10/14/2022]
41
Shafiee MJ, Chung AG, Khalvati F, Haider MA, Wong A. Discovery radiomics via evolutionary deep radiomic sequencer discovery for pathologically proven lung cancer detection. J Med Imaging (Bellingham) 2017;4:041305. [PMID: 29021990 DOI: 10.1117/1.jmi.4.4.041305] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2017] [Accepted: 09/14/2017] [Indexed: 12/15/2022]  Open
42
Optimized feature selection-based clustering approach for computer-aided detection of lung nodules in different modalities. Pattern Anal Appl 2017. [DOI: 10.1007/s10044-017-0653-4] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
43
Farag AA, Ali A, Elshazly S, Farag AA. Feature fusion for lung nodule classification. Int J Comput Assist Radiol Surg 2017. [PMID: 28623478 DOI: 10.1007/s11548-017-1626-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
44
Chen S, Qin J, Ji X, Lei B, Wang T, Ni D, Cheng JZ. Automatic Scoring of Multiple Semantic Attributes With Multi-Task Feature Leverage: A Study on Pulmonary Nodules in CT Images. IEEE TRANSACTIONS ON MEDICAL IMAGING 2017;36:802-814. [PMID: 28113928 DOI: 10.1109/tmi.2016.2629462] [Citation(s) in RCA: 54] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
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Fuzzy Clustering Applied to ROI Detection in Helical Thoracic CT Scans with a New Proposal and Variants. BIOMED RESEARCH INTERNATIONAL 2016;2016:8058245. [PMID: 27517049 PMCID: PMC4967987 DOI: 10.1155/2016/8058245] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/02/2015] [Accepted: 06/09/2016] [Indexed: 11/17/2022]
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Computer-Aided Diagnosis with Deep Learning Architecture: Applications to Breast Lesions in US Images and Pulmonary Nodules in CT Scans. Sci Rep 2016;6:24454. [PMID: 27079888 PMCID: PMC4832199 DOI: 10.1038/srep24454] [Citation(s) in RCA: 288] [Impact Index Per Article: 36.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2015] [Accepted: 03/30/2016] [Indexed: 01/02/2023]  Open
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Henschke CI, Li K, Yip R, Salvatore M, Yankelevitz DF. The importance of the regimen of screening in maximizing the benefit and minimizing the harms. ANNALS OF TRANSLATIONAL MEDICINE 2016;4:153. [PMID: 27195271 PMCID: PMC4860488 DOI: 10.21037/atm.2016.04.06] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/10/2016] [Accepted: 04/14/2016] [Indexed: 12/18/2022]
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Computer-aided detection of pulmonary nodules: a comparative study using the public LIDC/IDRI database. Eur Radiol 2015;26:2139-47. [PMID: 26443601 PMCID: PMC4902840 DOI: 10.1007/s00330-015-4030-7] [Citation(s) in RCA: 66] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2015] [Revised: 07/20/2015] [Accepted: 09/14/2015] [Indexed: 12/19/2022]
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Li G, Kim H, Tan JK, Ishikawa S, Hirano Y, Kido S, Tachibana R. Semantic characteristics prediction of pulmonary nodule using Artificial Neural Networks. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2015;2013:5465-8. [PMID: 24110973 DOI: 10.1109/embc.2013.6610786] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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Suárez-Cuenca JJ, Guo W, Li Q. INTEGRATION OF MULTIPLE CLASSIFIERS FOR COMPUTERIZED DETECTION OF LUNG NODULES IN CT. BIOMEDICAL ENGINEERING: APPLICATIONS, BASIS AND COMMUNICATIONS 2015. [DOI: 10.4015/s1016237215500404] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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