Journal of the Mexican Federation of Radiology and Imaging最新文献

{"title":"Intraobserver and interobserver agreement of US findings in suspected lymph node metastasis in papillary thyroid carcinoma","authors":"Marco G. Vivas-Baizabal, Patricia B. Bolado-Garcia, Mary Y. Ortega-Aranda, Jessica D. Chi-Cauich","doi":"10.24875/jmexfri.m24000071","DOIUrl":"https://doi.org/10.24875/jmexfri.m24000071","url":null,"abstract":"","PeriodicalId":493014,"journal":{"name":"Journal of the Mexican Federation of Radiology and Imaging","volume":"34 35","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141659238","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Artificial intelligence in radiology","authors":"D. Rubin","doi":"10.24875/jmexfri.m24000073","DOIUrl":"https://doi.org/10.24875/jmexfri.m24000073","url":null,"abstract":"| Artificial intelligence (AI) algorithms, particularly deep learning, have demonstrated remarkable progress in imagerecognition tasks. Methods ranging from convolutional neural networks to variational autoencoders have found myriad applications in the medical image analysis field, propelling it forward at a rapid pace. Historically , in radiology practice, trained physicians visually assessed medical images for the detection, characterization and monitoring of diseases. AI methods excel at automatically recognizing complex patterns in imaging data and providing quantitative, rather than qualitative, assessments of radiographic characteristics. In this Opinion article, we establish a general understanding of AI methods, particularly those pertaining to imagebased tasks. We explore how these methods could impact multiple facets of radiology , with a general focus on applications in oncology , and demonstrate ways in which these methods are advancing the field. Finally , we discuss the challenges facing clinical implementation and provide our perspective on how the domain could be advanced. PErsPECTIvEs © 2018 Macmillan Publishers Limited, part of Springer Nature. All rights reserved. Nature reviews | CanCer AI in medical imaging The primary driver behind the emergence of AI in medical imaging has been the desire for greater efficacy and efficiency in clinical care. Radiological imaging data continues to grow at a disproportionate rate when compared with the number of available trained readers, and the decline in imaging reimbursements has forced healthcare providers to compensate by increasing productivity24. These factors have contributed to a dramatic increase in radiologists’ workloads. Studies report that, in some cases, an average radiologist must interpret one image every 3–4 seconds in an 8-hour workday to meet workload demands25. As radiology involves visual perception as well as decision making under uncertainty26, errors are inevitable — especially under such constrained conditions. A seamlessly integrated AI component within the imaging workflow would increase efficiency, reduce errors and achieve objectives with minimal manual input by providing trained radiologists with prescreened images and identified features. Therefore, substantial efforts and policies are being put forward to facilitate technological advances related to AI in medical imaging. Almost all imagebased radiology tasks are contingent upon the quantification and assessment of radiographic characteristics from images. These characteristics can be important for the clinical task at hand, that is, for the detection, characterization or monitoring of diseases. The application of logic and statistical pattern recognition to problems in medicine has been proposed since the early 1960s27,28. As computers became more prevalent in the 1980s, the AIpowered automation of many clinical tasks has shifted radiology from a perceptual subjective craft to a quantitatively computable dom","PeriodicalId":493014,"journal":{"name":"Journal of the Mexican Federation of Radiology and Imaging","volume":"49 15","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141660302","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Coronary artery anomalies and normal anatomical variants in coronary computed tomography angiography (CCTA): a pictorial essay","authors":"Adriana Parada-Gallardo, Harold Goerne","doi":"10.24875/jmexfri.m24000075","DOIUrl":"https://doi.org/10.24875/jmexfri.m24000075","url":null,"abstract":"","PeriodicalId":493014,"journal":{"name":"Journal of the Mexican Federation of Radiology and Imaging","volume":"26 9","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141658887","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Interobserver agreement between radiologists and artificial intelligence in mammographic breast density classification","authors":"Claudia M. Delsol-Perez, Alix D. Reyes-Mosqueda, Tania A. Rios-Rodriguez, D. Perez-Montemayor","doi":"10.24875/jmexfri.m24000074","DOIUrl":"https://doi.org/10.24875/jmexfri.m24000074","url":null,"abstract":"","PeriodicalId":493014,"journal":{"name":"Journal of the Mexican Federation of Radiology and Imaging","volume":"81 20","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141662782","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Is independent Interventional Radiology the future?","authors":"Adrian Brady","doi":"10.24875/jmexfri.m24000070","DOIUrl":"https://doi.org/10.24875/jmexfri.m24000070","url":null,"abstract":"","PeriodicalId":493014,"journal":{"name":"Journal of the Mexican Federation of Radiology and Imaging","volume":"33 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141661796","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Fallopian tube deciduosis with massive hemoperitoneum in a second-trimester pregnancy: a case report of ultrasound findings","authors":"Diana Camorlinga-Ornelas, David Garza-Cruz","doi":"10.24875/jmexfri.24000016","DOIUrl":"https://doi.org/10.24875/jmexfri.24000016","url":null,"abstract":"","PeriodicalId":493014,"journal":{"name":"Journal of the Mexican Federation of Radiology and Imaging","volume":"53 18","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141659944","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Imaging and clinical features of breast cancer in young Mexican women: long delay between self-detection and seeking medical attention","authors":"Karen A. Rojas-Galeana, B. Conde-Castro, Nancy B. Guzman-Martinez, Anallely Moctezuma-Oropeza, Beatriz Alvarez-Alonso","doi":"10.24875/jmexfri.m24000076","DOIUrl":"https://doi.org/10.24875/jmexfri.m24000076","url":null,"abstract":"","PeriodicalId":493014,"journal":{"name":"Journal of the Mexican Federation of Radiology and Imaging","volume":"18 9","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141661635","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"The transmantle sign: a characteristic MRI finding of focal cortical dysplasia type II","authors":"Rebeca de J. Ramos-Sanchez, J. M. Curiel-Zamudio, Roger A. Carrillo-Mezo","doi":"10.24875/jmexfri.23000022","DOIUrl":"https://doi.org/10.24875/jmexfri.23000022","url":null,"abstract":"","PeriodicalId":493014,"journal":{"name":"Journal of the Mexican Federation of Radiology and Imaging","volume":"21 26","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141662496","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Elastographic patterns of thyroid microcarcinomas: a new proposal","authors":"E. R. Cuvertino, Liliana Gelman, Mirta Miras-Miartus, Alejandra Geres, Maria L. Cuvertino","doi":"10.24875/jmexfri.m24000072","DOIUrl":"https://doi.org/10.24875/jmexfri.m24000072","url":null,"abstract":"","PeriodicalId":493014,"journal":{"name":"Journal of the Mexican Federation of Radiology and Imaging","volume":"6 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141660222","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"MR imaging of segmental spinal dysgenesis","authors":"Gerardo Rodriguez-Pulido, Juan A. Benitez-Lopez, J.M. Ignacio Lopez-Mendez","doi":"10.24875/jmexfri.m23000052","DOIUrl":"https://doi.org/10.24875/jmexfri.m23000052","url":null,"abstract":"","PeriodicalId":493014,"journal":{"name":"Journal of the Mexican Federation of Radiology and Imaging","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136057651","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}