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For: Wang S, Summers RM. Machine learning and radiology. Med Image Anal 2012;16:933-51. [PMID: 22465077 PMCID: PMC3372692 DOI: 10.1016/j.media.2012.02.005] [Citation(s) in RCA: 343] [Impact Index Per Article: 26.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2011] [Revised: 01/05/2012] [Accepted: 02/12/2012] [Indexed: 02/06/2023]
Number Cited by Other Article(s)
1
Badr S, Tahri M, Maanan M, Kašpar J, Yousfi N. An intelligent decision-making system for embryo transfer in reproductive technology: a machine learning-based approach. Syst Biol Reprod Med 2025;71:13-28. [PMID: 39873464 DOI: 10.1080/19396368.2024.2445831] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2024] [Revised: 11/04/2024] [Accepted: 12/15/2024] [Indexed: 01/30/2025]
2
Wang H, Qin Y, Niu J, Chen H, Lu X, Wang R, Han J. Evolving perspectives on evaluating obesity: from traditional methods to cutting-edge techniques. Ann Med 2025;57:2472856. [PMID: 40077889 PMCID: PMC11912248 DOI: 10.1080/07853890.2025.2472856] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2024] [Revised: 02/09/2025] [Accepted: 02/12/2025] [Indexed: 03/14/2025]  Open
3
da Silva WM, Cazella SC, Rech RS. Deep learning algorithms to assist in imaging diagnosis in individuals with disc herniation or spondylolisthesis: A scoping review. Int J Med Inform 2025;201:105933. [PMID: 40252304 DOI: 10.1016/j.ijmedinf.2025.105933] [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: 03/08/2025] [Revised: 04/13/2025] [Accepted: 04/16/2025] [Indexed: 04/21/2025]
4
Lu J, Lu X, Wang Y, Zhang H, Han L, Zhu B, Wang B. Comparison between logistic regression and machine learning algorithms on prediction of noise-induced hearing loss and investigation of SNP loci. Sci Rep 2025;15:15361. [PMID: 40316545 PMCID: PMC12048554 DOI: 10.1038/s41598-025-00050-1] [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: 11/13/2024] [Accepted: 04/24/2025] [Indexed: 05/04/2025]  Open
5
Al Mohamad F, Donle L, Dorfner F, Romanescu L, Drechsler K, Wattjes MP, Nawabi J, Makowski MR, Häntze H, Adams L, Xu L, Busch F, Meddeb A, Bressem KK. Open-source Large Language Models can Generate Labels from Radiology Reports for Training Convolutional Neural Networks. Acad Radiol 2025;32:2402-2410. [PMID: 39765434 DOI: 10.1016/j.acra.2024.12.028] [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: 10/03/2024] [Revised: 12/13/2024] [Accepted: 12/13/2024] [Indexed: 04/23/2025]
6
Meng F, Zhang T, Pan Y, Kan X, Xia Y, Xu M, Cai J, Liu F, Ge Y. A deep learning algorithm for automated adrenal gland segmentation on non-contrast CT images. BMC Med Imaging 2025;25:142. [PMID: 40312690 PMCID: PMC12046700 DOI: 10.1186/s12880-025-01682-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2024] [Accepted: 04/18/2025] [Indexed: 05/03/2025]  Open
7
Chinta SV, Wang Z, Palikhe A, Zhang X, Kashif A, Smith MA, Liu J, Zhang W. AI-driven healthcare: Fairness in AI healthcare: A survey. PLOS DIGITAL HEALTH 2025;4:e0000864. [PMID: 40392801 PMCID: PMC12091740 DOI: 10.1371/journal.pdig.0000864] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 05/22/2025]
8
Elhanashi A, Saponara S, Zheng Q, Almutairi N, Singh Y, Kuanar S, Ali F, Unal O, Faghani S. AI-Powered Object Detection in Radiology: Current Models, Challenges, and Future Direction. J Imaging 2025;11:141. [PMID: 40422999 DOI: 10.3390/jimaging11050141] [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: 04/08/2025] [Revised: 04/24/2025] [Accepted: 04/25/2025] [Indexed: 05/28/2025]  Open
9
Cereser L, Borghesi A, De Martino M, Nadarevic T, Cicciò C, Agati G, Ciolli P, Collini V, Patruno V, Isola M, Imazio M, Zuiani C, Della Mea V, Girometti R. Machine-learning tool for classifying pulmonary hypertension via expert reader-provided CT features: An educational resource for non-dedicated radiologists. Eur J Radiol 2025;185:111998. [PMID: 39983597 DOI: 10.1016/j.ejrad.2025.111998] [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: 08/12/2024] [Revised: 01/14/2025] [Accepted: 02/12/2025] [Indexed: 02/23/2025]
10
Su R, Tao X, Yan L, Liu Y, Chen CC, Li P, Li J, Miao J, Liu F, Kuai W, Hou J, Liu M, Mi Y, Xu L. Early screening, diagnosis and recurrence monitoring of hepatocellular carcinoma in patients with chronic hepatitis B based on serum N-glycomics analysis: A cohort study. Hepatology 2025:01515467-990000000-01210. [PMID: 40117651 DOI: 10.1097/hep.0000000000001316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/07/2024] [Accepted: 03/02/2025] [Indexed: 03/23/2025]
11
Alguizzani N, Khouqeer F, Alorini R, Oberi I. Perceptions of Cardiac Surgeons Regarding the Integration of Artificial Intelligence in Cardiac Surgery. J Saudi Heart Assoc 2025;37:1. [PMID: 40134414 PMCID: PMC11932695 DOI: 10.37616/2212-5043.1424] [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: 10/30/2024] [Revised: 01/29/2025] [Accepted: 02/13/2025] [Indexed: 03/27/2025]  Open
12
Aldieri A, Gamage TPB, Amedeo La Mattina A, Loewe A, Pappalardo F, Viceconti M. Consensus statement on the credibility assessment of machine learning predictors. Brief Bioinform 2025;26:bbaf100. [PMID: 40062621 PMCID: PMC11891646 DOI: 10.1093/bib/bbaf100] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2024] [Revised: 01/13/2025] [Accepted: 02/22/2025] [Indexed: 05/13/2025]  Open
13
Nader R, Autrusseau F, L'Allinec V, Bourcier R. Building a Synthetic Vascular Model: Evaluation in an Intracranial Aneurysms Detection Scenario. IEEE TRANSACTIONS ON MEDICAL IMAGING 2025;44:1347-1358. [PMID: 39504285 DOI: 10.1109/tmi.2024.3492313] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2024]
14
Yangi K, On TJ, Xu Y, Gholami AS, Hong J, Reed AG, Puppalla P, Chen J, Tangsrivimol JA, Li B, Santello M, Lawton MT, Preul MC. Artificial intelligence integration in surgery through hand and instrument tracking: a systematic literature review. Front Surg 2025;12:1528362. [PMID: 40078701 PMCID: PMC11897506 DOI: 10.3389/fsurg.2025.1528362] [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: 11/14/2024] [Accepted: 01/31/2025] [Indexed: 03/14/2025]  Open
15
Alimiri Dehbaghi H, Khoshgard K, Sharini H, Khairabadi SJ. Diagnosis of traumatic liver injury on computed tomography using machine learning algorithms and radiomics features: The role of artificial intelligence for rapid diagnosis in emergency rooms. JOURNAL OF RESEARCH IN MEDICAL SCIENCES : THE OFFICIAL JOURNAL OF ISFAHAN UNIVERSITY OF MEDICAL SCIENCES 2024;29:77. [PMID: 39871872 PMCID: PMC11771820 DOI: 10.4103/jrms.jrms_847_23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/27/2023] [Revised: 06/11/2024] [Accepted: 07/02/2024] [Indexed: 01/29/2025]
16
Alimiri Dehbaghi H, Khoshgard K, Sharini H, Jafari Khairabadi S, Naleini F. Radiomics-based machine learning for automated detection of Pneumothorax in CT scans. PLoS One 2024;19:e0314988. [PMID: 39652609 PMCID: PMC11627382 DOI: 10.1371/journal.pone.0314988] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2024] [Accepted: 11/18/2024] [Indexed: 12/12/2024]  Open
17
Urgel-Pinto R, Alcázar-Vara LA. Microstructural analysis applied to carbonate matrix acidizing: An overview and a case study. Micron 2024;187:103724. [PMID: 39353266 DOI: 10.1016/j.micron.2024.103724] [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: 05/08/2024] [Revised: 09/12/2024] [Accepted: 09/20/2024] [Indexed: 10/04/2024]
18
Öztürk EMA, Ünsal G, Erişir F, Orhan K. Prediction of bone invasion of oral squamous cell carcinoma using a magnetic resonance imaging-based machine learning model. Eur Arch Otorhinolaryngol 2024;281:6585-6597. [PMID: 39083062 PMCID: PMC11564286 DOI: 10.1007/s00405-024-08862-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: 06/09/2024] [Accepted: 07/20/2024] [Indexed: 11/16/2024]
19
Shao X, Pham A, Kuo TT. WebQuorumChain: A web framework for quorum-based health care model learning. INFORMATICS IN MEDICINE UNLOCKED 2024;50:101590. [PMID: 39483487 PMCID: PMC11526443 DOI: 10.1016/j.imu.2024.101590] [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] [Indexed: 11/03/2024]  Open
20
Chen J, Qiu RL, Wang T, Momin S, Yang X. A Review of Artificial Intelligence in Brachytherapy. ARXIV 2024:arXiv:2409.16543v1. [PMID: 39398213 PMCID: PMC11469420] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Subscribe] [Scholar Register] [Indexed: 10/15/2024]
21
Silva C, Nascimento D, Dantas GG, Fonseca K, Hespanhol L, Rego A, Araújo-Filho I. Impact of artificial intelligence on the training of general surgeons of the future: a scoping review of the advances and challenges. Acta Cir Bras 2024;39:e396224. [PMID: 39319900 PMCID: PMC11414521 DOI: 10.1590/acb396224] [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: 02/23/2024] [Accepted: 08/01/2024] [Indexed: 09/26/2024]  Open
22
Wang X, Huang X. Risk factors and predictive indicators of rupture in cerebral aneurysms. Front Physiol 2024;15:1454016. [PMID: 39301423 PMCID: PMC11411460 DOI: 10.3389/fphys.2024.1454016] [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: 06/24/2024] [Accepted: 08/23/2024] [Indexed: 09/22/2024]  Open
23
Vasan V, Cheng CP, Lerner DK, Pascual K, Mercado A, Iloreta AM, Teng MS. Machine Learning for Predictive Analysis of Otolaryngology Residency Letters of Recommendation. Laryngoscope 2024;134:4016-4022. [PMID: 38602257 DOI: 10.1002/lary.31439] [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: 10/27/2023] [Revised: 03/06/2024] [Accepted: 03/25/2024] [Indexed: 04/12/2024]
24
Qiu P, Cao R, Li Z, Huang J, Zhang H, Zhang X. Applications of artificial intelligence for surgical extraction in stomatology: a systematic review. Oral Surg Oral Med Oral Pathol Oral Radiol 2024;138:346-361. [PMID: 38834501 DOI: 10.1016/j.oooo.2024.05.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Revised: 04/16/2024] [Accepted: 05/03/2024] [Indexed: 06/06/2024]
25
Ong W, Lee A, Tan WC, Fong KTD, Lai DD, Tan YL, Low XZ, Ge S, Makmur A, Ong SJ, Ting YH, Tan JH, Kumar N, Hallinan JTPD. Oncologic Applications of Artificial Intelligence and Deep Learning Methods in CT Spine Imaging-A Systematic Review. Cancers (Basel) 2024;16:2988. [PMID: 39272846 PMCID: PMC11394591 DOI: 10.3390/cancers16172988] [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: 07/10/2024] [Revised: 08/14/2024] [Accepted: 08/26/2024] [Indexed: 09/15/2024]  Open
26
van Hal ST, van der Jagt M, van Genderen ME, Gommers D, Veenland JF. Using Artificial Intelligence to Predict Intracranial Hypertension in Patients After Traumatic Brain Injury: A Systematic Review. Neurocrit Care 2024;41:285-296. [PMID: 38212559 PMCID: PMC11335950 DOI: 10.1007/s12028-023-01910-2] [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: 07/20/2023] [Accepted: 12/01/2023] [Indexed: 01/13/2024]
27
Baron R, Haick H. Mobile Diagnostic Clinics. ACS Sens 2024;9:2777-2792. [PMID: 38775426 PMCID: PMC11217950 DOI: 10.1021/acssensors.4c00636] [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: 03/20/2024] [Revised: 05/06/2024] [Accepted: 05/10/2024] [Indexed: 06/29/2024]
28
Manzana LC, Chipeya LR, Bresser P. Experiences of Nuclear Medicine Technologists Working in PET/CT Facilities in Gauteng Province, South Africa. J Nucl Med Technol 2024;52:163-167. [PMID: 38839113 DOI: 10.2967/jnmt.123.266240] [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: 06/27/2023] [Revised: 12/21/2023] [Indexed: 06/07/2024]  Open
29
Xu K, Kang H. A Review of Machine Learning Approaches for Brain Positron Emission Tomography Data Analysis. Nucl Med Mol Imaging 2024;58:203-212. [PMID: 38932757 PMCID: PMC11196571 DOI: 10.1007/s13139-024-00845-6] [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: 10/16/2023] [Revised: 01/19/2024] [Accepted: 01/25/2024] [Indexed: 06/28/2024]  Open
30
Bo Z, Song J, He Q, Chen B, Chen Z, Xie X, Shu D, Chen K, Wang Y, Chen G. Application of artificial intelligence radiomics in the diagnosis, treatment, and prognosis of hepatocellular carcinoma. Comput Biol Med 2024;173:108337. [PMID: 38547656 DOI: 10.1016/j.compbiomed.2024.108337] [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: 11/28/2023] [Revised: 03/04/2024] [Accepted: 03/17/2024] [Indexed: 04/17/2024]
31
Jomeiri A, Navin AH, Shamsi M. Longitudinal MRI analysis using a hybrid DenseNet-BiLSTM method for Alzheimer's disease prediction. Behav Brain Res 2024;463:114900. [PMID: 38341100 DOI: 10.1016/j.bbr.2024.114900] [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: 07/30/2023] [Revised: 12/16/2023] [Accepted: 02/06/2024] [Indexed: 02/12/2024]
32
Zhang S, Chen D, Sun H, Kemp GJ, Chen Y, Tan Q, Yang Y, Gong Q, Yue Q. Whole brain morphologic features improve the predictive accuracy of IDH status and VEGF expression levels in gliomas. Cereb Cortex 2024;34:bhae151. [PMID: 38642107 DOI: 10.1093/cercor/bhae151] [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: 01/11/2024] [Revised: 03/14/2024] [Accepted: 03/23/2024] [Indexed: 04/22/2024]  Open
33
Abubakar H, Al-Turjman F, Ameen ZS, Mubarak AS, Altrjman C. A hybridized feature extraction for COVID-19 multi-class classification on computed tomography images. Heliyon 2024;10:e26939. [PMID: 38463848 PMCID: PMC10920381 DOI: 10.1016/j.heliyon.2024.e26939] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2023] [Revised: 02/20/2024] [Accepted: 02/21/2024] [Indexed: 03/12/2024]  Open
34
C Pereira S, Mendonça AM, Campilho A, Sousa P, Teixeira Lopes C. Automated image label extraction from radiology reports - A review. Artif Intell Med 2024;149:102814. [PMID: 38462277 DOI: 10.1016/j.artmed.2024.102814] [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: 08/08/2022] [Revised: 11/29/2023] [Accepted: 02/12/2024] [Indexed: 03/12/2024]
35
Miura K, Tanaka SM, Chotipanich C, Chobpenthai T, Jantarato A, Khantachawana A. Osteoporosis Prediction Using Machine-Learned Optical Bone Densitometry Data. Ann Biomed Eng 2024;52:396-405. [PMID: 37882922 PMCID: PMC10808164 DOI: 10.1007/s10439-023-03387-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Accepted: 10/11/2023] [Indexed: 10/27/2023]
36
Quinn TP, Hess JL, Marshe VS, Barnett MM, Hauschild AC, Maciukiewicz M, Elsheikh SSM, Men X, Schwarz E, Trakadis YJ, Breen MS, Barnett EJ, Zhang-James Y, Ahsen ME, Cao H, Chen J, Hou J, Salekin A, Lin PI, Nicodemus KK, Meyer-Lindenberg A, Bichindaritz I, Faraone SV, Cairns MJ, Pandey G, Müller DJ, Glatt SJ. A primer on the use of machine learning to distil knowledge from data in biological psychiatry. Mol Psychiatry 2024;29:387-401. [PMID: 38177352 PMCID: PMC11228968 DOI: 10.1038/s41380-023-02334-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Revised: 09/21/2023] [Accepted: 11/17/2023] [Indexed: 01/06/2024]
37
Rizvi SA, Tang R, Jiang X, Ma X, Hu X. Local Contrastive Learning for Medical Image Recognition. AMIA ... ANNUAL SYMPOSIUM PROCEEDINGS. AMIA SYMPOSIUM 2024;2023:1236-1245. [PMID: 38222415 PMCID: PMC10785845] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Indexed: 01/16/2024]
38
Till T, Tschauner S, Singer G, Lichtenegger K, Till H. Development and optimization of AI algorithms for wrist fracture detection in children using a freely available dataset. Front Pediatr 2023;11:1291804. [PMID: 38188914 PMCID: PMC10768054 DOI: 10.3389/fped.2023.1291804] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/10/2023] [Accepted: 12/05/2023] [Indexed: 01/09/2024]  Open
39
Zou P, Zhang L, Zhang R, Wang C, Lin X, Lai C, Lu Y, Yan Z. Development and Validation of a Combined MRI Radiomics, Imaging and Clinical Parameter-Based Machine Learning Model for Identifying Idiopathic Central Precocious Puberty in Girls. J Magn Reson Imaging 2023;58:1977-1987. [PMID: 36995000 DOI: 10.1002/jmri.28709] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Revised: 03/15/2023] [Accepted: 03/15/2023] [Indexed: 03/31/2023]  Open
40
Alharthi AG, Alzahrani SM. Do it the transformer way: A comprehensive review of brain and vision transformers for autism spectrum disorder diagnosis and classification. Comput Biol Med 2023;167:107667. [PMID: 37939407 DOI: 10.1016/j.compbiomed.2023.107667] [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: 06/17/2023] [Revised: 10/25/2023] [Accepted: 10/31/2023] [Indexed: 11/10/2023]
41
de Groot TM, Ramsey D, Groot OQ, Fourman M, Karhade AV, Twining PK, Berner EA, Fenn BP, Collins AK, Raskin K, Lozano S, Newman E, Ferrone M, Doornberg JN, Schwab JH. Does the SORG Machine-learning Algorithm for Extremity Metastases Generalize to a Contemporary Cohort of Patients? Temporal Validation From 2016 to 2020. Clin Orthop Relat Res 2023;481:2419-2430. [PMID: 37229565 PMCID: PMC10642892 DOI: 10.1097/corr.0000000000002698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Revised: 03/15/2023] [Accepted: 04/21/2023] [Indexed: 05/27/2023]
42
Hiraoka A, Kumada T, Tada T, Toyoda H, Kariyama K, Hatanaka T, Kakizaki S, Naganuma A, Itobayashi E, Tsuji K, Ishikawa T, Ohama H, Tada F, Nouso K, on behalf of the Real-life Practice Experts for HCC (RELPEC) Study Group. Attempt to Establish Prognostic Predictive System for Hepatocellular Carcinoma Using Artificial Intelligence for Assistance with Selection of Treatment Modality. Liver Cancer 2023;12:565-575. [PMID: 38058420 PMCID: PMC10697750 DOI: 10.1159/000530078] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Accepted: 03/06/2023] [Indexed: 12/08/2023]  Open
43
Madamesila J, Tchistiakova E, Faruqi S, Das S, Ploquin N. Can machine learning models improve early detection of brain metastases using diffusion weighted imaging-based radiomics? Quant Imaging Med Surg 2023;13:7706-7718. [PMID: 38106308 PMCID: PMC10722027 DOI: 10.21037/qims-23-441] [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: 04/04/2023] [Accepted: 08/15/2023] [Indexed: 12/19/2023]
44
Tang VH, Duong STM, Nguyen CDT, Huynh TM, Duc VT, Phan C, Le H, Bui T, Truong SQH. Wavelet radiomics features from multiphase CT images for screening hepatocellular carcinoma: analysis and comparison. Sci Rep 2023;13:19559. [PMID: 37950031 PMCID: PMC10638447 DOI: 10.1038/s41598-023-46695-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Accepted: 11/03/2023] [Indexed: 11/12/2023]  Open
45
Alharthi AG, Alzahrani SM. Multi-Slice Generation sMRI and fMRI for Autism Spectrum Disorder Diagnosis Using 3D-CNN and Vision Transformers. Brain Sci 2023;13:1578. [PMID: 38002538 PMCID: PMC10670036 DOI: 10.3390/brainsci13111578] [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: 10/24/2023] [Revised: 11/03/2023] [Accepted: 11/09/2023] [Indexed: 11/26/2023]  Open
46
Zhang S, Yin L, Ma L, Sun H. Artificial Intelligence Applications in Glioma With 1p/19q Co-Deletion: A Systematic Review. J Magn Reson Imaging 2023;58:1338-1352. [PMID: 37083159 DOI: 10.1002/jmri.28737] [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: 12/21/2022] [Revised: 04/02/2023] [Accepted: 04/03/2023] [Indexed: 04/22/2023]  Open
47
Zhang J, Wu J, Zhou XS, Shi F, Shen D. Recent advancements in artificial intelligence for breast cancer: Image augmentation, segmentation, diagnosis, and prognosis approaches. Semin Cancer Biol 2023;96:11-25. [PMID: 37704183 DOI: 10.1016/j.semcancer.2023.09.001] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Revised: 08/03/2023] [Accepted: 09/05/2023] [Indexed: 09/15/2023]
48
Hussain S, Lafarga-Osuna Y, Ali M, Naseem U, Ahmed M, Tamez-Peña JG. Deep learning, radiomics and radiogenomics applications in the digital breast tomosynthesis: a systematic review. BMC Bioinformatics 2023;24:401. [PMID: 37884877 PMCID: PMC10605943 DOI: 10.1186/s12859-023-05515-6] [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: 04/07/2023] [Accepted: 10/02/2023] [Indexed: 10/28/2023]  Open
49
Damer A, Chaudry E, Eftekhari D, Benseler SM, Safi F, Aviv RI, Tyrrell PN. Neuroimaging Scoring Tools to Differentiate Inflammatory Central Nervous System Small-Vessel Vasculitis: A Need for Artificial Intelligence/Machine Learning?-A Scoping Review. Tomography 2023;9:1811-1828. [PMID: 37888736 PMCID: PMC10610796 DOI: 10.3390/tomography9050144] [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: 07/23/2023] [Revised: 09/26/2023] [Accepted: 09/29/2023] [Indexed: 10/28/2023]  Open
50
Mirón-Mombiela R, Ruiz-España S, Moratal D, Borrás C. Assessment and risk prediction of frailty using texture-based muscle ultrasound image analysis and machine learning techniques. Mech Ageing Dev 2023;215:111860. [PMID: 37666473 DOI: 10.1016/j.mad.2023.111860] [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: 04/25/2023] [Revised: 08/08/2023] [Accepted: 08/30/2023] [Indexed: 09/06/2023]
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