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For: Massion PP, Antic S, Ather S, Arteta C, Brabec J, Chen H, Declerck J, Dufek D, Hickes W, Kadir T, Kunst J, Landman BA, Munden RF, Novotny P, Peschl H, Pickup LC, Santos C, Smith GT, Talwar A, Gleeson F. Assessing the Accuracy of a Deep Learning Method to Risk Stratify Indeterminate Pulmonary Nodules. Am J Respir Crit Care Med 2020;202:241-249. [PMID: 32326730 PMCID: PMC7365375 DOI: 10.1164/rccm.201903-0505oc] [Citation(s) in RCA: 105] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2019] [Accepted: 04/21/2020] [Indexed: 12/11/2022]  Open
Number Cited by Other Article(s)
1
Liang ZJ, Chang S, Gao Y, Cao W, Kuo LR, Pomeroy MJ, Li LC, Abbasi AF, Bandovic J, Reiter MJ, Pickhardt PJ. Leveraging prior knowledge in machine intelligence to improve lesion diagnosis for early cancer detection. Med Phys 2025. [PMID: 40268724 DOI: 10.1002/mp.17841] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2024] [Revised: 03/09/2025] [Accepted: 04/04/2025] [Indexed: 04/25/2025]  Open
2
Wang J, Cai J, Tang W, Dudurych I, van Tuinen M, Vliegenthart R, van Ooijen P. A comparison of an integrated and image-only deep learning model for predicting the disappearance of indeterminate pulmonary nodules. Comput Med Imaging Graph 2025;123:102553. [PMID: 40239430 DOI: 10.1016/j.compmedimag.2025.102553] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2024] [Revised: 03/18/2025] [Accepted: 04/03/2025] [Indexed: 04/18/2025]
3
Zhao M, Xue G, He B, Deng J, Wang T, Zhong Y, Li S, Wang Y, He Y, Chen T, Zhang J, Yan Z, Hu X, Guo L, Qu W, Song Y, Yang M, Zhao G, Yu B, Ma M, Liu L, Sun X, Zhao D, Xie D, Chen C, She Y. A multiomics dataset of paired CT image and plasma cell-free DNA end motif for patients with pulmonary nodules. Sci Data 2025;12:545. [PMID: 40169596 PMCID: PMC11961589 DOI: 10.1038/s41597-025-04912-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2024] [Accepted: 03/26/2025] [Indexed: 04/03/2025]  Open
4
Taylor JL, Adams SJ, Dennie C, Lim R, McInnis M, Manos D. CAR/CSTR Practice Guideline on CT Screening for Lung Cancer. Can Assoc Radiol J 2025:8465371251317179. [PMID: 40016863 DOI: 10.1177/08465371251317179] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/01/2025]  Open
5
Hwang EJ, Goo JM, Park CM. AI Applications for Thoracic Imaging: Considerations for Best Practice. Radiology 2025;314:e240650. [PMID: 39998373 DOI: 10.1148/radiol.240650] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/26/2025]
6
Afridi WA, Picos SH, Bark JM, Stamoudis DAF, Vasani S, Irwin D, Fielding D, Punyadeera C. Minimally invasive biomarkers for triaging lung nodules-challenges and future perspectives. Cancer Metastasis Rev 2025;44:29. [PMID: 39888565 PMCID: PMC11785609 DOI: 10.1007/s10555-025-10247-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2024] [Accepted: 01/23/2025] [Indexed: 02/01/2025]
7
Zhao M, Xue G, He B, Deng J, Wang T, Zhong Y, Li S, Wang Y, He Y, Chen T, Zhang J, Yan Z, Hu X, Guo L, Qu W, Song Y, Yang M, Zhao G, Yu B, Ma M, Liu L, Sun X, She Y, Xie D, Zhao D, Chen C. Integrated multiomics signatures to optimize the accurate diagnosis of lung cancer. Nat Commun 2025;16:84. [PMID: 39747216 PMCID: PMC11695815 DOI: 10.1038/s41467-024-55594-z] [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: 01/25/2024] [Accepted: 12/14/2024] [Indexed: 01/04/2025]  Open
8
Piskorski L, Debic M, von Stackelberg O, Schlamp K, Welzel L, Weinheimer O, Peters AA, Wielpütz MO, Frauenfelder T, Kauczor HU, Heußel CP, Kroschke J. Malignancy risk stratification for pulmonary nodules: comparing a deep learning approach to multiparametric statistical models in different disease groups. Eur Radiol 2025:10.1007/s00330-024-11256-8. [PMID: 39747589 DOI: 10.1007/s00330-024-11256-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Revised: 10/14/2024] [Accepted: 10/30/2024] [Indexed: 01/04/2025]
9
Kudo Y, Saito A, Horiuchi T, Murakami K, Kobayashi M, Matsubayashi J, Nagao T, Ohira T, Kuroda M, Ikeda N. Preoperative evaluation of visceral pleural invasion in peripheral lung cancer utilizing deep learning technology. Surg Today 2025;55:18-28. [PMID: 38782767 DOI: 10.1007/s00595-024-02869-z] [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: 02/22/2024] [Accepted: 05/04/2024] [Indexed: 05/25/2024]
10
Baum P, Schlamp K, Klotz LV, Eichhorn ME, Herth F, Winter H. Incidental Pulmonary Nodules: Differential Diagnosis and Clinical Management. DEUTSCHES ARZTEBLATT INTERNATIONAL 2024;121:853-860. [PMID: 39316015 DOI: 10.3238/arztebl.m2024.0177] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Revised: 08/21/2024] [Accepted: 08/21/2024] [Indexed: 09/25/2024]
11
Dao TTP, Huynh TL, Pham MK, Le TN, Nguyen TC, Nguyen QT, Tran BA, Van BN, Ha CC, Tran MT. Improving Laryngoscopy Image Analysis Through Integration of Global Information and Local Features in VoFoCD Dataset. JOURNAL OF IMAGING INFORMATICS IN MEDICINE 2024;37:2794-2809. [PMID: 38809338 PMCID: PMC11612113 DOI: 10.1007/s10278-024-01068-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Revised: 02/24/2024] [Accepted: 02/26/2024] [Indexed: 05/30/2024]
12
Hillyer GC, Milano N, Bulman WA. Pulmonary nodules and the psychological harm they can cause: A scoping review. Respir Med Res 2024;86:101121. [PMID: 38964266 DOI: 10.1016/j.resmer.2024.101121] [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: 01/04/2024] [Revised: 05/21/2024] [Accepted: 06/13/2024] [Indexed: 07/06/2024]
13
Wang C, Shao J, He Y, Wu J, Liu X, Yang L, Wei Y, Zhou XS, Zhan Y, Shi F, Shen D, Li W. Data-driven risk stratification and precision management of pulmonary nodules detected on chest computed tomography. Nat Med 2024;30:3184-3195. [PMID: 39289570 PMCID: PMC11564084 DOI: 10.1038/s41591-024-03211-3] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Accepted: 07/22/2024] [Indexed: 09/19/2024]
14
Wulaningsih W, Villamaria C, Akram A, Benemile J, Croce F, Watkins J. Deep Learning Models for Predicting Malignancy Risk in CT-Detected Pulmonary Nodules: A Systematic Review and Meta-analysis. Lung 2024;202:625-636. [PMID: 38782779 PMCID: PMC11427562 DOI: 10.1007/s00408-024-00706-1] [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: 01/15/2024] [Accepted: 05/12/2024] [Indexed: 05/25/2024]
15
Kim RY, Yee C, Zeb S, Steltz J, Vickers AJ, Rendle KA, Mitra N, Pickup LC, DiBardino DM, Vachani A. Clinical utility of an artificial intelligence radiomics-based tool for risk stratification of pulmonary nodules. JNCI Cancer Spectr 2024;8:pkae086. [PMID: 39292567 PMCID: PMC11521375 DOI: 10.1093/jncics/pkae086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2024] [Revised: 07/10/2024] [Accepted: 08/31/2024] [Indexed: 09/20/2024]  Open
16
Moghaddam SJ, Savai R, Salehi-Rad R, Sengupta S, Kammer MN, Massion P, Beane JE, Ostrin EJ, Priolo C, Tennis MA, Stabile LP, Bauer AK, Sears CR, Szabo E, Rivera MP, Powell CA, Kadara H, Jenkins BJ, Dubinett SM, Houghton AM, Kim CF, Keith RL. Premalignant Progression in the Lung: Knowledge Gaps and Novel Opportunities for Interception of Non-Small Cell Lung Cancer. An Official American Thoracic Society Research Statement. Am J Respir Crit Care Med 2024;210:548-571. [PMID: 39115548 PMCID: PMC11389570 DOI: 10.1164/rccm.202406-1168st] [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: 06/13/2024] [Indexed: 08/13/2024]  Open
17
Xiao D, Kammer MN, Chen H, Woodhouse P, Sandler KL, Baron AE, Wilson DO, Billatos E, Pu J, Maldonado F, Deppen SA, Grogan EL. Assessing the transportability of radiomic models for lung cancer diagnosis: commercial vs. open-source feature extractors. Transl Lung Cancer Res 2024;13:1907-1917. [PMID: 39263016 PMCID: PMC11384473 DOI: 10.21037/tlcr-24-281] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Accepted: 07/10/2024] [Indexed: 09/13/2024]
18
Chen J, Ming M, Huang S, Wei X, Wu J, Zhou S, Ling Z. AI-enhanced diagnostic model for pulmonary nodule classification. Front Oncol 2024;14:1417753. [PMID: 39281372 PMCID: PMC11393475 DOI: 10.3389/fonc.2024.1417753] [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: 04/15/2024] [Accepted: 07/29/2024] [Indexed: 09/18/2024]  Open
19
Reid MM, Amja JJ, Riestra Guiance IT, Andani RR, Vierkant RA, Goyal A, Reisenauer JS. A Retrospective External Validation of the Cleveland Clinic Malignancy Probability Prediction Model for Indeterminate Pulmonary Nodules. Mayo Clin Proc Innov Qual Outcomes 2024;8:375-383. [PMID: 39069970 PMCID: PMC11283066 DOI: 10.1016/j.mayocpiqo.2024.05.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/30/2024]  Open
20
Liang DD, Liang DD, Pomeroy MJ, Gao Y, Kuo LR, Li LC. Examining feature extraction and classification modules in machine learning for diagnosis of low-dose computed tomographic screening-detected in vivo lesions. J Med Imaging (Bellingham) 2024;11:044501. [PMID: 38993628 PMCID: PMC11234229 DOI: 10.1117/1.jmi.11.4.044501] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2024] [Revised: 05/27/2024] [Accepted: 06/03/2024] [Indexed: 07/13/2024]  Open
21
Peters AA, Solomon JB, von Stackelberg O, Samei E, Alsaihati N, Valenzuela W, Debic M, Heidt C, Huber AT, Christe A, Heverhagen JT, Kauczor HU, Heussel CP, Ebner L, Wielpütz MO. Influence of CT dose reduction on AI-driven malignancy estimation of incidental pulmonary nodules. Eur Radiol 2024;34:3444-3452. [PMID: 37870625 PMCID: PMC11126495 DOI: 10.1007/s00330-023-10348-1] [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: 05/08/2023] [Revised: 08/10/2023] [Accepted: 09/03/2023] [Indexed: 10/24/2023]
22
Kiraly AP, Cunningham CA, Najafi R, Nabulsi Z, Yang J, Lau C, Ledsam JR, Ye W, Ardila D, McKinney SM, Pilgrim R, Liu Y, Saito H, Shimamura Y, Etemadi M, Melnick D, Jansen S, Corrado GS, Peng L, Tse D, Shetty S, Prabhakara S, Nadich DP, Beladia N, Eswaran K. Assistive AI in Lung Cancer Screening: A Retrospective Multinational Study in the United States and Japan. Radiol Artif Intell 2024;6:e230079. [PMID: 38477661 PMCID: PMC11140517 DOI: 10.1148/ryai.230079] [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: 03/23/2023] [Revised: 01/07/2024] [Accepted: 03/01/2024] [Indexed: 03/14/2024]
23
Flory MN, Napel S, Tsai EB. Artificial Intelligence in Radiology: Opportunities and Challenges. Semin Ultrasound CT MR 2024;45:152-160. [PMID: 38403128 DOI: 10.1053/j.sult.2024.02.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/27/2024]
24
Caglayan A, Slusarczyk W, Rabbani RD, Ghose A, Papadopoulos V, Boussios S. Large Language Models in Oncology: Revolution or Cause for Concern? Curr Oncol 2024;31:1817-1830. [PMID: 38668040 PMCID: PMC11049602 DOI: 10.3390/curroncol31040137] [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: 01/29/2024] [Revised: 03/13/2024] [Accepted: 03/29/2024] [Indexed: 04/28/2024]  Open
25
Warkentin MT, Al-Sawaihey H, Lam S, Liu G, Diergaarde B, Yuan JM, Wilson DO, Atkar-Khattra S, Grant B, Brhane Y, Khodayari-Moez E, Murison KR, Tammemagi MC, Campbell KR, Hung RJ. Radiomics analysis to predict pulmonary nodule malignancy using machine learning approaches. Thorax 2024;79:307-315. [PMID: 38195644 PMCID: PMC10947877 DOI: 10.1136/thorax-2023-220226] [Citation(s) in RCA: 19] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Accepted: 12/04/2023] [Indexed: 01/11/2024]
26
Lobig F, Graham J, Damania A, Sattin B, Reis J, Bharadwaj P. Enhancing patient outcomes: the role of clinical utility in guiding healthcare providers in curating radiology AI applications. Front Digit Health 2024;6:1359383. [PMID: 38515551 PMCID: PMC10955074 DOI: 10.3389/fdgth.2024.1359383] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Accepted: 02/26/2024] [Indexed: 03/23/2024]  Open
27
Yang X, Chu XP, Huang S, Xiao Y, Li D, Su X, Qi YF, Qiu ZB, Wang Y, Tang WF, Wu YL, Zhu Q, Liang H, Zhong WZ. A novel image deep learning-based sub-centimeter pulmonary nodule management algorithm to expedite resection of the malignant and avoid over-diagnosis of the benign. Eur Radiol 2024;34:2048-2061. [PMID: 37658883 DOI: 10.1007/s00330-023-10026-2] [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: 02/20/2023] [Revised: 05/08/2023] [Accepted: 06/26/2023] [Indexed: 09/05/2023]
28
Kim RY. Radiomics and artificial intelligence for risk stratification of pulmonary nodules: Ready for primetime? Cancer Biomark 2024:CBM230360. [PMID: 38427470 PMCID: PMC11300708 DOI: 10.3233/cbm-230360] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/03/2024]
29
Godwin RC, Tridandapani S. Beyond the AJR: Applying Screening Algorithms (Artificially) Intelligently. AJR Am J Roentgenol 2024;222:e2329663. [PMID: 37315013 DOI: 10.2214/ajr.23.29663] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
30
Su L, Liu S, Long Y, Chen C, Chen K, Chen M, Chen Y, Cheng Y, Cui Y, Ding Q, Ding R, Duan M, Gao T, Gu X, He H, He J, Hu B, Hu C, Huang R, Huang X, Jiang H, Jiang J, Lan Y, Li J, Li L, Li L, Li W, Li Y, Lin J, Luo X, Lyu F, Mao Z, Miao H, Shang X, Shang X, Shang Y, Shen Y, Shi Y, Sun Q, Sun W, Tang Z, Wang B, Wang H, Wang H, Wang L, Wang L, Wang S, Wang Z, Wang Z, Wei D, Wu J, Wu Q, Xing X, Yang J, Yang X, Yu J, Yu W, Yu Y, Yuan H, Zhai Q, Zhang H, Zhang L, Zhang M, Zhang Z, Zhao C, Zheng R, Zhong L, Zhou F, Zhu W. Chinese experts' consensus on the application of intensive care big data. Front Med (Lausanne) 2024;10:1174429. [PMID: 38264049 PMCID: PMC10804886 DOI: 10.3389/fmed.2023.1174429] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2023] [Accepted: 11/09/2023] [Indexed: 01/25/2024]  Open
31
O'Dowd E, Berovic M, Callister M, Chalitsios CV, Chopra D, Das I, Draper A, Garner JL, Gleeson F, Janes S, Kennedy M, Lee R, Mauri F, McKeever TM, McNulty W, Murray J, Nair A, Park J, Rawlinson J, Sagoo GS, Scarsbrook A, Shah P, Sudhir R, Talwar A, Thakrar R, Watkins J, Baldwin DR. Determining the impact of an artificial intelligence tool on the management of pulmonary nodules detected incidentally on CT (DOLCE) study protocol: a prospective, non-interventional multicentre UK study. BMJ Open 2024;14:e077747. [PMID: 38176863 PMCID: PMC10773382 DOI: 10.1136/bmjopen-2023-077747] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Accepted: 11/28/2023] [Indexed: 01/06/2024]  Open
32
Lam S, Bai C, Baldwin DR, Chen Y, Connolly C, de Koning H, Heuvelmans MA, Hu P, Kazerooni EA, Lancaster HL, Langs G, McWilliams A, Osarogiagbon RU, Oudkerk M, Peters M, Robbins HA, Sahar L, Smith RA, Triphuridet N, Field J. Current and Future Perspectives on Computed Tomography Screening for Lung Cancer: A Roadmap From 2023 to 2027 From the International Association for the Study of Lung Cancer. J Thorac Oncol 2024;19:36-51. [PMID: 37487906 PMCID: PMC11253723 DOI: 10.1016/j.jtho.2023.07.019] [Citation(s) in RCA: 27] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Revised: 06/13/2023] [Accepted: 07/18/2023] [Indexed: 07/26/2023]
33
Burnazovic E, Yee A, Levy J, Gore G, Abbasgholizadeh Rahimi S. Application of Artificial intelligence in COVID-19-related geriatric care: A scoping review. Arch Gerontol Geriatr 2024;116:105129. [PMID: 37542917 DOI: 10.1016/j.archger.2023.105129] [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: 12/20/2022] [Revised: 07/11/2023] [Accepted: 07/13/2023] [Indexed: 08/07/2023]
34
Liu D, Zhao Y, Liu B. The effectiveness of deep learning model in differentiating benign and malignant pulmonary nodules on spiral CT. Technol Health Care 2024;32:5129-5140. [PMID: 39520159 PMCID: PMC11613059 DOI: 10.3233/thc-241079] [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: 05/13/2024] [Accepted: 07/04/2024] [Indexed: 11/16/2024]
35
Hlouschek J, König B, Bos D, Santiago A, Zensen S, Haubold J, Pöttgen C, Herz A, Opitz M, Wetter A, Guberina M, Stuschke M, Zylka W, Kühl H, Guberina N. Experimental Examination of Conventional, Semi-Automatic, and Automatic Volumetry Tools for Segmentation of Pulmonary Nodules in a Phantom Study. Diagnostics (Basel) 2023;14:28. [PMID: 38201337 PMCID: PMC10804383 DOI: 10.3390/diagnostics14010028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2023] [Revised: 12/10/2023] [Accepted: 12/17/2023] [Indexed: 01/12/2024]  Open
36
Li S, Chen M, Wang Y, Li X, Gao G, Luo X, Tang L, Liu X, Wu N. An Effective Malignancy Prediction Model for Incidentally Detected Pulmonary Subsolid Nodules Based on Current and Prior CT Scans. Clin Lung Cancer 2023;24:e301-e310. [PMID: 37596166 DOI: 10.1016/j.cllc.2023.08.001] [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: 06/26/2023] [Revised: 07/30/2023] [Accepted: 08/01/2023] [Indexed: 08/20/2023]
37
Usuzaki T, Takahashi K, Takagi H, Ishikuro M, Obara T, Yamaura T, Kamimoto M, Majima K. Efficacy of exponentiation method with a convolutional neural network for classifying lung nodules on CT images by malignancy level. Eur Radiol 2023;33:9309-9319. [PMID: 37477673 DOI: 10.1007/s00330-023-09946-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2023] [Revised: 04/24/2023] [Accepted: 05/19/2023] [Indexed: 07/22/2023]
38
Hunter B, Argyros C, Inglese M, Linton-Reid K, Pulzato I, Nicholson AG, Kemp SV, L Shah P, Molyneaux PL, McNamara C, Burn T, Guilhem E, Mestas Nuñez M, Hine J, Choraria A, Ratnakumar P, Bloch S, Jordan S, Padley S, Ridge CA, Robinson G, Robbie H, Barnett J, Silva M, Desai S, Lee RW, Aboagye EO, Devaraj A. Radiomics-based decision support tool assists radiologists in small lung nodule classification and improves lung cancer early diagnosis. Br J Cancer 2023;129:1949-1955. [PMID: 37932513 PMCID: PMC10703918 DOI: 10.1038/s41416-023-02480-y] [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: 01/18/2023] [Revised: 09/21/2023] [Accepted: 10/23/2023] [Indexed: 11/08/2023]  Open
39
Michelin B, Labani A, Bilbault P, Roy C, Ohana M. Potential added value of an AI software with prediction of malignancy for the management of incidental lung nodules. RESEARCH IN DIAGNOSTIC AND INTERVENTIONAL IMAGING 2023;8:100031. [PMID: 39076687 PMCID: PMC11265191 DOI: 10.1016/j.redii.2023.100031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Accepted: 08/09/2023] [Indexed: 07/31/2024]
40
Simon J, Mikhael P, Tahir I, Graur A, Ringer S, Fata A, Jeffrey YCF, Shepard JA, Jacobson F, Barzilay R, Sequist LV, Pace LE, Fintelmann FJ. Role of sex in lung cancer risk prediction based on single low-dose chest computed tomography. Sci Rep 2023;13:18611. [PMID: 37903855 PMCID: PMC10616081 DOI: 10.1038/s41598-023-45671-6] [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: 08/31/2023] [Accepted: 10/22/2023] [Indexed: 11/01/2023]  Open
41
Prosper AE, Kammer MN, Maldonado F, Aberle DR, Hsu W. Expanding Role of Advanced Image Analysis in CT-detected Indeterminate Pulmonary Nodules and Early Lung Cancer Characterization. Radiology 2023;309:e222904. [PMID: 37815447 PMCID: PMC10623199 DOI: 10.1148/radiol.222904] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 03/23/2023] [Accepted: 03/30/2023] [Indexed: 10/11/2023]
42
Paez R, Kammer MN, Tanner NT, Shojaee S, Heideman BE, Peikert T, Balbach ML, Iams WT, Ning B, Lenburg ME, Mallow C, Yarmus L, Fong KM, Deppen S, Grogan EL, Maldonado F. Update on Biomarkers for the Stratification of Indeterminate Pulmonary Nodules. Chest 2023;164:1028-1041. [PMID: 37244587 PMCID: PMC10645597 DOI: 10.1016/j.chest.2023.05.025] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Revised: 05/16/2023] [Accepted: 05/17/2023] [Indexed: 05/29/2023]  Open
43
Malík M, Dzian A, Števík M, Vetešková Š, Al Hakim A, Hliboký M, Magyar J, Kolárik M, Bundzel M, Babič F. Lung Ultrasound Reduces Chest X-rays in Postoperative Care after Thoracic Surgery: Is There a Role for Artificial Intelligence?-Systematic Review. Diagnostics (Basel) 2023;13:2995. [PMID: 37761362 PMCID: PMC10527627 DOI: 10.3390/diagnostics13182995] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Revised: 08/16/2023] [Accepted: 08/26/2023] [Indexed: 09/29/2023]  Open
44
Marmor HN, Kammer MN, Deppen SA, Shipe M, Welty VF, Patel K, Godfrey C, Billatos E, Herman JG, Wilson DO, Kussrow AK, Bornhop DJ, Maldonado F, Chen H, Grogan EL. Improving lung cancer diagnosis with cancer, fungal, and imaging biomarkers. J Thorac Cardiovasc Surg 2023;166:669-678.e4. [PMID: 36792410 PMCID: PMC10287834 DOI: 10.1016/j.jtcvs.2022.12.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Revised: 12/09/2022] [Accepted: 12/13/2022] [Indexed: 12/24/2022]
45
Shao J, Feng J, Li J, Liang S, Li W, Wang C. Novel tools for early diagnosis and precision treatment based on artificial intelligence. CHINESE MEDICAL JOURNAL PULMONARY AND CRITICAL CARE MEDICINE 2023;1:148-160. [PMID: 39171128 PMCID: PMC11332840 DOI: 10.1016/j.pccm.2023.05.001] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Indexed: 08/23/2024]
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Froń A, Semianiuk A, Lazuk U, Ptaszkowski K, Siennicka A, Lemiński A, Krajewski W, Szydełko T, Małkiewicz B. Artificial Intelligence in Urooncology: What We Have and What We Expect. Cancers (Basel) 2023;15:4282. [PMID: 37686558 PMCID: PMC10486651 DOI: 10.3390/cancers15174282] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Revised: 08/15/2023] [Accepted: 08/24/2023] [Indexed: 09/10/2023]  Open
47
Ni YL, Zheng XC, Shi XJ, Xu YF, Li H. Deep convolutional neural network based on CT images of pulmonary nodules in the lungs of adolescent and young adult patients with osteosarcoma. Oncol Lett 2023;26:344. [PMID: 37427350 PMCID: PMC10326807 DOI: 10.3892/ol.2023.13930] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2023] [Accepted: 06/05/2023] [Indexed: 07/11/2023]  Open
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Zhou J, Hu B, Feng W, Zhang Z, Fu X, Shao H, Wang H, Jin L, Ai S, Ji Y. An ensemble deep learning model for risk stratification of invasive lung adenocarcinoma using thin-slice CT. NPJ Digit Med 2023;6:119. [PMID: 37407729 DOI: 10.1038/s41746-023-00866-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Accepted: 06/26/2023] [Indexed: 07/07/2023]  Open
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Lobig F, Subramanian D, Blankenburg M, Sharma A, Variyar A, Butler O. To pay or not to pay for artificial intelligence applications in radiology. NPJ Digit Med 2023;6:117. [PMID: 37353531 DOI: 10.1038/s41746-023-00861-4] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 06/09/2023] [Indexed: 06/25/2023]  Open
50
Lee JH, Hong H, Nam G, Hwang EJ, Park CM. Effect of Human-AI Interaction on Detection of Malignant Lung Nodules on Chest Radiographs. Radiology 2023;307:e222976. [PMID: 37367443 DOI: 10.1148/radiol.222976] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/28/2023]
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