Pub Date : 2025-05-01DOI: 10.1016/j.rxeng.2024.05.007
A.I. Barrio Alonso , J. Broncano Cabrero , A.M. Villán González , Y. López Suárez , C. López Muñiz , A. Luna Alcalá
Thoracic pain is the most prevalent symptom in patients with cardiovascular diseases. Diagnosis and patient management are guided by the pain attributes, analytical parameters, and several different imaging modalities. Invasive imaging tests and cardiac magnetic resonance are highly relevant in this context, as set out in the 2023 European guidelines for the management of acute coronary syndromes, the 2023 American guidelines for the management of patients with chronic coronary disease, and the 2021 American guidelines for the evaluation and diagnosis of chest pain. This article focuses on the role that these guidelines attribute to non-invasive cardiac imaging (computed tomography and cardiac magnetic resonance) in the management of both acute and chronic coronary syndrome.
{"title":"Thoracic pain: From guidelines to clinical practice","authors":"A.I. Barrio Alonso , J. Broncano Cabrero , A.M. Villán González , Y. López Suárez , C. López Muñiz , A. Luna Alcalá","doi":"10.1016/j.rxeng.2024.05.007","DOIUrl":"10.1016/j.rxeng.2024.05.007","url":null,"abstract":"<div><div>Thoracic pain is the most prevalent symptom in patients with cardiovascular diseases. Diagnosis and patient management are guided by the pain attributes, analytical parameters, and several different imaging modalities. Invasive imaging tests and cardiac magnetic resonance are highly relevant in this context, as set out in the 2023 European guidelines for the management of acute coronary syndromes, the 2023 American guidelines for the management of patients with chronic coronary disease, and the 2021 American guidelines for the evaluation and diagnosis of chest pain. This article focuses on the role that these guidelines attribute to non-invasive cardiac imaging (computed tomography and cardiac magnetic resonance) in the management of both acute and chronic coronary syndrome.</div></div>","PeriodicalId":94185,"journal":{"name":"Radiologia","volume":"67 3","pages":"Pages 399-412"},"PeriodicalIF":0.0,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144106178","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}
Pub Date : 2025-05-01DOI: 10.1016/j.rxeng.2025.01.001
M. Pérez Laencina , J.M. Plasencia Martínez , M. Sánchez Canales , C. Jiménez Pulido , R. Rodríguez Mondéjar , L. Martínez Encarnación , C. García Hidalgo , D. Galdo Galián , P. Hernández Madrid , L. Chico Caballero , E. Guillén García , M.N. Plasencia Martínez , S. Martínez Romero , J. García Molina , J.M. García Santos
Introduction
Our objective is to evaluate how useful an artificial intelligence (AI) tool is to chest radiograph readers with various levels of expertise for the diagnosis of COVID-19 pneumonia when the tool has been trained on a non-COVID-19 pneumonia pathology.
Methods
Data was collected for patients who had previously undergone a chest radiograph and digital tomosynthesis due to suspected COVID-19 pneumonia. The gold standard consisted of the readings of two expert radiologists who assessed the presence and distribution of COVID-19 pneumonia on the images. Six medical students, two radiology trainees, and two other expert thoracic radiologists participated as additional readers. Two radiograph readings and a third supported by the AI Thoracic Care Suite tool were performed. COVID-19 pneumonia distribution and probability were assessed along with the contribution made by AI. Agreement and diagnostic performance were analysed.
Results
The sample consisted of 113 cases, of which 56 displayed lung opacities, 52.2% were female, and the mean age was 50.70 ± 14.9. Agreement with the gold standard differed between students, trainees, and radiologists. There was a non-significant improvement for four of the six students when AI was used. The use of AI by students did not improve the COVID-19 pneumonia diagnostic performance but it did reduce the difference in diagnostic performance with the more expert radiologists. Furthermore, it had more influence on the interpretation of mild pneumonia than severe pneumonia and normal radiograph findings. AI resolved more doubts than it generated, especially among students (31.30% vs 8.32%), followed by trainees (14.45% vs 5.7%) and radiologists (10.05% vs 6.15%).
Conclusion
For expert and lesser experienced radiologists, this commercial AI tool has shown no impact on chest radiograph readings of patients with suspected COVID-19 pneumonia. However, it aided the assessment of inexperienced readers and in cases of mild pneumonia.
{"title":"A commercial AI tool untrained for COVID-19 demonstrates slight improvement in the interpretation of COVID-19 pneumonia x-rays, especially among inexperienced readers","authors":"M. Pérez Laencina , J.M. Plasencia Martínez , M. Sánchez Canales , C. Jiménez Pulido , R. Rodríguez Mondéjar , L. Martínez Encarnación , C. García Hidalgo , D. Galdo Galián , P. Hernández Madrid , L. Chico Caballero , E. Guillén García , M.N. Plasencia Martínez , S. Martínez Romero , J. García Molina , J.M. García Santos","doi":"10.1016/j.rxeng.2025.01.001","DOIUrl":"10.1016/j.rxeng.2025.01.001","url":null,"abstract":"<div><h3>Introduction</h3><div>Our objective is to evaluate how useful an artificial intelligence (AI) tool is to chest radiograph readers with various levels of expertise for the diagnosis of COVID-19 pneumonia when the tool has been trained on a non-COVID-19 pneumonia pathology.</div></div><div><h3>Methods</h3><div>Data was collected for patients who had previously undergone a chest radiograph and digital tomosynthesis due to suspected COVID-19 pneumonia. The gold standard consisted of the readings of two expert radiologists who assessed the presence and distribution of COVID-19 pneumonia on the images. Six medical students, two radiology trainees, and two other expert thoracic radiologists participated as additional readers. Two radiograph readings and a third supported by the AI Thoracic Care Suite tool were performed. COVID-19 pneumonia distribution and probability were assessed along with the contribution made by AI. Agreement and diagnostic performance were analysed.</div></div><div><h3>Results</h3><div>The sample consisted of 113 cases, of which 56 displayed lung opacities, 52.2% were female, and the mean age was 50.70 ± 14.9. Agreement with the gold standard differed between students, trainees, and radiologists. There was a non-significant improvement for four of the six students when AI was used. The use of AI by students did not improve the COVID-19 pneumonia diagnostic performance but it did reduce the difference in diagnostic performance with the more expert radiologists. Furthermore, it had more influence on the interpretation of mild pneumonia than severe pneumonia and normal radiograph findings. AI resolved more doubts than it generated, especially among students (31.30% vs 8.32%), followed by trainees (14.45% vs 5.7%) and radiologists (10.05% vs 6.15%).</div></div><div><h3>Conclusion</h3><div>For expert and lesser experienced radiologists, this commercial AI tool has shown no impact on chest radiograph readings of patients with suspected COVID-19 pneumonia. However, it aided the assessment of inexperienced readers and in cases of mild pneumonia.</div></div>","PeriodicalId":94185,"journal":{"name":"Radiologia","volume":"67 3","pages":"Pages 273-286"},"PeriodicalIF":0.0,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144106065","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}
Pub Date : 2025-05-01DOI: 10.1016/j.rxeng.2024.04.007
E. Baettig , M.F. Molina-Centelles , A. Amr-Rey , N. Mancheño-Franch , C. Muñoz-Núñez
Pulmonary neuroendocrine cells, which constitute a small percentage (0.4%) of airway epithelial cells, play a key role in hypoxia detection, epithelial growth and regeneration, and in lung organogenesis through the synthesis and secretion of amines and peptides. Lesions resulting from pulmonary neuroendocrine cell proliferation range from benign and indolent to malignant and highly aggressive. The recently updated WHO classification of pulmonary neuroendocrine neoplasms includes typical and atypical carcinoid tumours as well as high-grade neuroendocrine carcinomas: large cell neuroendocrine carcinomas and small cell carcinomas. This classification also recognises a condition known as diffuse idiopathic pulmonary neuroendocrine cell hyperplasia (DIPNECH) as a distinct entity. Radiologists need to become familiar with these pathologies as the symptoms often lack specificity, and thus imaging plays a crucial role in diagnosis. An understanding of the correlation between the radiological and pathological examinations of these pathologies can enhance our awareness of the wide spectrum of imaging manifestations.
{"title":"Pulmonary neuroendocrine cells: Spectrum of diseases and their radiological-pathological correlations","authors":"E. Baettig , M.F. Molina-Centelles , A. Amr-Rey , N. Mancheño-Franch , C. Muñoz-Núñez","doi":"10.1016/j.rxeng.2024.04.007","DOIUrl":"10.1016/j.rxeng.2024.04.007","url":null,"abstract":"<div><div>Pulmonary neuroendocrine cells, which constitute a small percentage (0.4%) of airway epithelial cells, play a key role in hypoxia detection, epithelial growth and regeneration, and in lung organogenesis through the synthesis and secretion of amines and peptides. Lesions resulting from pulmonary neuroendocrine cell proliferation range from benign and indolent to malignant and highly aggressive. The recently updated WHO classification of pulmonary neuroendocrine neoplasms includes typical and atypical carcinoid tumours as well as high-grade neuroendocrine carcinomas: large cell neuroendocrine carcinomas and small cell carcinomas. This classification also recognises a condition known as diffuse idiopathic pulmonary neuroendocrine cell hyperplasia (DIPNECH) as a distinct entity. Radiologists need to become familiar with these pathologies as the symptoms often lack specificity, and thus imaging plays a crucial role in diagnosis. An understanding of the correlation between the radiological and pathological examinations of these pathologies can enhance our awareness of the wide spectrum of imaging manifestations.</div></div>","PeriodicalId":94185,"journal":{"name":"Radiologia","volume":"67 3","pages":"Pages 357-364"},"PeriodicalIF":0.0,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144106172","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}
Pub Date : 2025-05-01DOI: 10.1016/j.rxeng.2024.11.005
M. Fresno Vallespir , I. Vázquez de las Heras , D. Gasior , A. Morales Rosa , X. Bargalló Castelló
Adenoid cystic carcinoma (ACC) of the breast is a rare tumour that represents less than 0.1% of breast carcinomas. It has a triple-negative phenotype; however, it is associated with a benign course, and both lymph node involvement and distant metastasis are rare. We present seven cases of ACC of the breast diagnosed in our centre. We describe their radiological characteristics, and specifically highlight the findings from magnetic resonance imaging.
{"title":"Radiological findings of adenoid cystic carcinoma of the breast","authors":"M. Fresno Vallespir , I. Vázquez de las Heras , D. Gasior , A. Morales Rosa , X. Bargalló Castelló","doi":"10.1016/j.rxeng.2024.11.005","DOIUrl":"10.1016/j.rxeng.2024.11.005","url":null,"abstract":"<div><div>Adenoid cystic carcinoma (ACC) of the breast is a rare tumour that represents less than 0.1% of breast carcinomas. It has a triple-negative phenotype; however, it is associated with a benign course, and both lymph node involvement and distant metastasis are rare. We present seven cases of ACC of the breast diagnosed in our centre. We describe their radiological characteristics, and specifically highlight the findings from magnetic resonance imaging.</div></div>","PeriodicalId":94185,"journal":{"name":"Radiologia","volume":"67 3","pages":"Pages 378-383"},"PeriodicalIF":0.0,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144106175","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}
Pub Date : 2025-03-01DOI: 10.1016/j.rxeng.2023.08.006
G. Rahman , M.A. Urrutia , M.I. Salaberry , P. Risso , D.C. Ocampo , V.G. Gonzalez , A.V. Rubinstein
Introduction and objectives
Transabdominal ultrasonography (US) is the technique of choice for pelvis evaluation in paediatric population. The results of studies regarding US findings show a wide variation. The objectives of our study were: to estimate and correlate uterine and ovarian ultrasound measures (longitudinal diameter and volume) with chronological age, breast Tanner stage (TS) and gynaecological age (GA); to evaluate presence and size of follicles in patients according to their pubertal stage; and to determine the endometrial length in prepubertal and pubertal girls.
Material and methods
Unicentric, observational, retrospective, analytical study, conducted between 2010 and 2019. Healthy girls between 8.0 and 16.0 years, attended in the deparment of radiology were evaluated. Breast Tanner's stage (TS) was evaluated and gynaecological age was determined. Ultrasounds were performed by a paediatric diagnostic radiospecialist. Uterus length (UL) and ovarian length (OL) were measured; uterus and ovarian volume were calculated (UV and OV). Diameter of the largest follicle and endometrial thickness were measured.
Results
292 patients were analyzed, mean age was 12.5 years (SD: 2.1). A significant correlation was observed between uterine and ovarian measurements with chronological age (CA), TS and GA (p < 0.0001). A significant increase in DLU and VU is described as the CA intervals increase, also in ovarian measurements. No significant differences in measurements were observed between TS I and II. An increase was evidenced at menarche. In 30.9% of pubertal patients and 11.8% of prepubertal patients showed ovarian follicles. The endometrium was not measurable in 88.24% of the pre-pubertal population and was always measurable in patients with TS IV and V.
Conclusions
Uterine and ovarian measurements increased with CE and ET (except ETI and II). The greatest increase occurred with menarche. Ovarian follicles and endometrium thickness less than or equal to 1 mm were presented in prepubertal patients.
{"title":"The role of gynecologic sonography in sexual development assessment of girls and adolescents","authors":"G. Rahman , M.A. Urrutia , M.I. Salaberry , P. Risso , D.C. Ocampo , V.G. Gonzalez , A.V. Rubinstein","doi":"10.1016/j.rxeng.2023.08.006","DOIUrl":"10.1016/j.rxeng.2023.08.006","url":null,"abstract":"<div><h3>Introduction and objectives</h3><div>Transabdominal ultrasonography (US) is the technique of choice for pelvis evaluation in paediatric population. The results of studies regarding US findings show a wide variation. The objectives of our study were: to estimate and correlate uterine and ovarian ultrasound measures (longitudinal diameter and volume) with chronological age, breast Tanner stage (TS) and gynaecological age (GA); to evaluate presence and size of follicles in patients according to their pubertal stage; and to determine the endometrial length in prepubertal and pubertal girls.</div></div><div><h3>Material and methods</h3><div>Unicentric, observational, retrospective, analytical study, conducted between 2010 and 2019. Healthy girls between 8.0 and 16.0 years, attended in the deparment of radiology were evaluated. Breast Tanner's stage (TS) was evaluated and gynaecological age was determined. Ultrasounds were performed by a paediatric diagnostic radiospecialist. Uterus length (UL) and ovarian length (OL) were measured; uterus and ovarian volume were calculated (UV and OV). Diameter of the largest follicle and endometrial thickness were measured.</div></div><div><h3>Results</h3><div>292 patients were analyzed, mean age was 12.5 years (SD: 2.1). A significant correlation was observed between uterine and ovarian measurements with chronological age (CA), TS and GA (<em>p</em> < 0.0001). A significant increase in DLU and VU is described as the CA intervals increase, also in ovarian measurements. No significant differences in measurements were observed between TS I and II. An increase was evidenced at menarche. In 30.9% of pubertal patients and 11.8% of prepubertal patients showed ovarian follicles. The endometrium was not measurable in 88.24% of the pre-pubertal population and was always measurable in patients with TS IV and V.</div></div><div><h3>Conclusions</h3><div>Uterine and ovarian measurements increased with CE and ET (except ETI and II). The greatest increase occurred with menarche. Ovarian follicles and endometrium thickness less than or equal to 1 mm were presented in prepubertal patients.</div></div>","PeriodicalId":94185,"journal":{"name":"Radiologia","volume":"67 2","pages":"Pages 128-136"},"PeriodicalIF":0.0,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143760820","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}
Pub Date : 2025-03-01DOI: 10.1016/j.rxeng.2023.07.009
H. Peris Alvà, C. Cano Rodríguez, F. Bosch Barragan, A. Framis Utset, F. Novell Teixidó, M.J. Prieto del Rey
The appearance of new-onset liver lesions is frequent during imaging follow-up of oncological patients. Most of these lesions will be metastases. But in the presence of atypical radiological findings, there are other diagnoses to consider. Hepatic abscesses, focal nodular hyperplasia-like in patients treated with platinum salts, or hepatocarcinoma in cirrhotic patients are examples of lesions that may appear in the imaging follow-up and should not be confused with metastases. It is essential to establish the nature of the lesion as this will determine the therapeutic management and might avoid unnecessary invasive procedures. The evaluation of previous radiological studies and the global vision of the patient will be primordial. While liver MRI is mainly the indicated imaging technique for these cases, sometimes a biopsy will be unavoidable. In this article, we will discuss through clinical cases some new-onset liver lesions in oncological patients that generated diagnostic doubts and will explain how to orient the diagnosis.
{"title":"New-onset hepatic lesions in oncological patients: A challenging diagnosis","authors":"H. Peris Alvà, C. Cano Rodríguez, F. Bosch Barragan, A. Framis Utset, F. Novell Teixidó, M.J. Prieto del Rey","doi":"10.1016/j.rxeng.2023.07.009","DOIUrl":"10.1016/j.rxeng.2023.07.009","url":null,"abstract":"<div><div>The appearance of new-onset liver lesions is frequent during imaging follow-up of oncological patients. Most of these lesions will be metastases. But in the presence of atypical radiological findings, there are other diagnoses to consider. Hepatic abscesses, focal nodular hyperplasia-like in patients treated with platinum salts, or hepatocarcinoma in cirrhotic patients are examples of lesions that may appear in the imaging follow-up and should not be confused with metastases. It is essential to establish the nature of the lesion as this will determine the therapeutic management and might avoid unnecessary invasive procedures. The evaluation of previous radiological studies and the global vision of the patient will be primordial. While liver MRI is mainly the indicated imaging technique for these cases, sometimes a biopsy will be unavoidable. In this article, we will discuss through clinical cases some new-onset liver lesions in oncological patients that generated diagnostic doubts and will explain how to orient the diagnosis.</div></div>","PeriodicalId":94185,"journal":{"name":"Radiologia","volume":"67 2","pages":"Pages 191-201"},"PeriodicalIF":0.0,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143760706","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}
Pub Date : 2025-03-01DOI: 10.1016/j.rxeng.2024.02.004
J.H. García Vila, L. Grimalt García, A. Lorenzo Górriz, A. Tamayo Vasquez, R. Diaitz-Usetxi Laplaza, A. Boscá Ramón
Objective
Acute pancreatitis (AP) is an inflammatory condition associated with a potential torpid evolution comprising multiple organ failure, pancreatic necrosis, infected collections and high mortality. Current management tends use the step-up approach, with endoscopic collection drainage, followed by percutaneous drainage by an interventional radiologist and video-assisted necrosectomy. We present our experience with a new percutaneous technique of establishing an anastomosis of the pancreatic collection with the closest loop, stomach, duodenum or jejunum that uses balloon dilation and drainage in cases of infection.
Material and methods
Between 2009 and 2023 we have applied this technique in 30 patients, aged between 32 and 82 years (mean = 67 years), 14 with pseudocysts (infected in six cases) and 16 with encapsulated necrosis (all infected). We use dilation balloons of different calibre, to establish the anastomosis between the digestive loop and the collection, as well as different drainages.
Results
The intervention had a primary technical success of 93%. In two patients the cystogastrostomy had to be repeated due to initial technical failure; in both cases a good result was achieved. One patient had a severe postintervention haemorrhage (3%) that required embolisation. Length of follow-up has ranged from between three months and 10 years (mean = 4 years), with no recurrence of the anastomosed collection or cutaneous fistula observed in any case.
Conclusion
Percutaneous cystogastrostomy is a technique that allows infected collections to be resolved and pancreatic fistulas to be avoided, with few complications, which can be resolved by interventional vascular radiologists.
{"title":"Percutaneous cystogastrostomy for treatment of pancreatic collections","authors":"J.H. García Vila, L. Grimalt García, A. Lorenzo Górriz, A. Tamayo Vasquez, R. Diaitz-Usetxi Laplaza, A. Boscá Ramón","doi":"10.1016/j.rxeng.2024.02.004","DOIUrl":"10.1016/j.rxeng.2024.02.004","url":null,"abstract":"<div><h3>Objective</h3><div>Acute pancreatitis (AP) is an inflammatory condition associated with a potential torpid evolution comprising multiple organ failure, pancreatic necrosis, infected collections and high mortality. Current management tends use the step-up approach, with endoscopic collection drainage, followed by percutaneous drainage by an interventional radiologist and video-assisted necrosectomy. We present our experience with a new percutaneous technique of establishing an anastomosis of the pancreatic collection with the closest loop, stomach, duodenum or jejunum that uses balloon dilation and drainage in cases of infection.</div></div><div><h3>Material and methods</h3><div>Between 2009 and 2023 we have applied this technique in 30 patients, aged between 32 and 82 years (mean<!--> <!-->=<!--> <!-->67 years), 14 with pseudocysts (infected in six cases) and 16 with encapsulated necrosis (all infected). We use dilation balloons of different calibre, to establish the anastomosis between the digestive loop and the collection, as well as different drainages.</div></div><div><h3>Results</h3><div>The intervention had a primary technical success of 93%. In two patients the cystogastrostomy had to be repeated due to initial technical failure; in both cases a good result was achieved. One patient had a severe postintervention haemorrhage (3%) that required embolisation. Length of follow-up has ranged from between three months and 10 years (mean<!--> <!-->=<!--> <!-->4 years), with no recurrence of the anastomosed collection or cutaneous fistula observed in any case.</div></div><div><h3>Conclusion</h3><div>Percutaneous cystogastrostomy is a technique that allows infected collections to be resolved and pancreatic fistulas to be avoided, with few complications, which can be resolved by interventional vascular radiologists.</div></div>","PeriodicalId":94185,"journal":{"name":"Radiologia","volume":"67 2","pages":"Pages 147-154"},"PeriodicalIF":0.0,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143760821","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}
Pub Date : 2025-03-01DOI: 10.1016/j.rxeng.2025.03.001
A. Castellaccio, N. Almeida Arostegui, M. Palomo Jiménez, D. Quiñones Tapia, M. Bret Zurita, E. Vañó Galván
Artificial intelligence is rapidly evolving and its possibilities are endless. Its primary applications in cardiac magnetic resonance imaging have focused on: image acquisition (in terms of acceleration and quality improvement); segmentation (in terms of saving time and reproducibility); tissue characterisation (including radiomic techniques and the non-contrast assessment of myocardial fibrosis); automatic diagnosis; and prognostic stratification. The aim of this article is to attempt to provide an overview of the current situation as preparation for the significant changes currently underway or imminent in the very near future.
{"title":"Artificial intelligence in cardiovascular magnetic resonance imaging","authors":"A. Castellaccio, N. Almeida Arostegui, M. Palomo Jiménez, D. Quiñones Tapia, M. Bret Zurita, E. Vañó Galván","doi":"10.1016/j.rxeng.2025.03.001","DOIUrl":"10.1016/j.rxeng.2025.03.001","url":null,"abstract":"<div><div>Artificial intelligence is rapidly evolving and its possibilities are endless. Its primary applications in cardiac magnetic resonance imaging have focused on: image acquisition (in terms of acceleration and quality improvement); segmentation (in terms of saving time and reproducibility); tissue characterisation (including radiomic techniques and the non-contrast assessment of myocardial fibrosis); automatic diagnosis; and prognostic stratification. The aim of this article is to attempt to provide an overview of the current situation as preparation for the significant changes currently underway or imminent in the very near future.</div></div>","PeriodicalId":94185,"journal":{"name":"Radiologia","volume":"67 2","pages":"Pages 239-247"},"PeriodicalIF":0.0,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143760714","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}
Pub Date : 2025-03-01DOI: 10.1016/j.rxeng.2025.01.003
C. García-Villar
{"title":"A new year, a new hope","authors":"C. García-Villar","doi":"10.1016/j.rxeng.2025.01.003","DOIUrl":"10.1016/j.rxeng.2025.01.003","url":null,"abstract":"","PeriodicalId":94185,"journal":{"name":"Radiologia","volume":"67 2","pages":"Pages 113-114"},"PeriodicalIF":0.0,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143760819","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}
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