RadiologiaPub Date : 2025-07-01DOI: 10.1016/j.rxeng.2025.101638
R. Salvador , D. Vas , L. Oleaga , M. Matute-González , À. Castillo-Fortuño , X. Setoain , C. Nicolau
{"title":"Comparing ChatGPT and medical student performance in a real image-based Radiology and Applied Physics in Medicine exam","authors":"R. Salvador , D. Vas , L. Oleaga , M. Matute-González , À. Castillo-Fortuño , X. Setoain , C. Nicolau","doi":"10.1016/j.rxeng.2025.101638","DOIUrl":"10.1016/j.rxeng.2025.101638","url":null,"abstract":"<div><h3>Introduction</h3><div>Artificial intelligence models can provide textual answers to a wide range of questions, including medical questions. Recently, these models have incorporated the ability to interpret and answer image-based questions, and this includes radiological images. The main objective of this study is to analyse the performance of ChatGPT-4o compared to third-year medical students in a Radiology and Applied Physics in Medicine practical exam. We also intend to assess the capacity of ChatGPT to interpret medical images and answer related questions.</div></div><div><h3>Materials and methods</h3><div>Thirty-three students set an exam of 10 questions on radiological and nuclear medicine images. Exactly the same exam in the same format was given to ChatGPT (version GPT-4) without prior training. The exam responses were evaluated by professors who were unaware of which exam corresponded to which respondent type. The Mann–Whitney <em>U</em> test was used to compare the results of the two groups.</div></div><div><h3>Results</h3><div>The students outperformed ChatGPT on eight questions. The students’ average final score was 7.78, while ChatGPT’s was 6.05, placing it in the 9th percentile of the students’ grade distribution.</div></div><div><h3>Discussion</h3><div>ChatGPT demonstrates competent performance in several areas, but students achieve better grades, especially in the interpretation of images and contextualised clinical reasoning, where students’ training and practical experience play an essential role. Improvements in AI models are still needed to achieve human-like capabilities in interpreting radiological images and integrating clinical information.</div></div>","PeriodicalId":94185,"journal":{"name":"Radiologia","volume":"67 4","pages":"Article 101638"},"PeriodicalIF":0.0,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144632299","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}
RadiologiaPub Date : 2025-07-01DOI: 10.1016/j.rxeng.2025.101593
A. Mesa Álvarez , M. da Silva Torres , A. Fernández del Valle , A. Cernuda García , E. Turienzo Santos , L. Sanz Álvarez
{"title":"How to measure peritoneal carcinomatosis","authors":"A. Mesa Álvarez , M. da Silva Torres , A. Fernández del Valle , A. Cernuda García , E. Turienzo Santos , L. Sanz Álvarez","doi":"10.1016/j.rxeng.2025.101593","DOIUrl":"10.1016/j.rxeng.2025.101593","url":null,"abstract":"<div><div>Peritoneal carcinomatosis (PC) is the spread of a tumour in the peritoneum, sometimes originating from a primary tumour (mesothelioma, peritoneal serous carcinoma) and other times arising from a metastasis from another organ (ovary, colon, appendix, stomach). While it was previously considered incurable, significant improvements have been made thanks to new techniques such as cytoreductive surgery with hyperthermic intraperitoneal chemotherapy (HIPEC). Patients who can benefit from these treatments are identified by radiologists who use imaging techniques such as computed tomography (CT), magnetic resonance imaging (MRI), and positron emission tomography (PET-CT). It is important to have an awareness of the different forms of presentation, methods of quantifying tumour burden (peritoneal carcinomatosis index, PCI), and criteria for unresectability for an accurate assessment of the disease’s status. All this information should be shared and discussed in multidisciplinary boards for optimal and consensus-driven decision-making.</div></div>","PeriodicalId":94185,"journal":{"name":"Radiologia","volume":"67 4","pages":"Article 101593"},"PeriodicalIF":0.0,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144631602","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}
RadiologiaPub Date : 2025-07-01DOI: 10.1016/j.rxeng.2025.501682
E.N. Arenas Rivera , R. Alcántara Souza
{"title":"Radiology and career development: Reflections from mid-career","authors":"E.N. Arenas Rivera , R. Alcántara Souza","doi":"10.1016/j.rxeng.2025.501682","DOIUrl":"10.1016/j.rxeng.2025.501682","url":null,"abstract":"","PeriodicalId":94185,"journal":{"name":"Radiologia","volume":"67 4","pages":"Article 501682"},"PeriodicalIF":0.0,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144632296","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}
RadiologiaPub Date : 2025-07-01DOI: 10.1016/j.rxeng.2025.101613
S. Pereiro Pérez, S. Lojo-Lendoiro, M. Pérez Costas, A. Robles Gómez, S. García Benito, P. Rodríguez Fernández
{"title":"Acute aortic syndrome: What do you need to know?","authors":"S. Pereiro Pérez, S. Lojo-Lendoiro, M. Pérez Costas, A. Robles Gómez, S. García Benito, P. Rodríguez Fernández","doi":"10.1016/j.rxeng.2025.101613","DOIUrl":"10.1016/j.rxeng.2025.101613","url":null,"abstract":"<div><div>Acute aortic syndrome is a potentially fatal clinical entity that encompasses different pathologies affecting the wall of the aorta: aortic dissection, intramural haematoma, penetrating aortic ulcer and other less common entities. All are characterised by the sudden onset of thoracic-abdominal pain and all share similar features, preventing differentiation. Computed tomography plays a crucial role in the diagnostic process, enabling a rapid and accurate assessment and contributing to early therapeutic management.</div><div>This article reviews the main entities that make up acute aortic syndrome, their aetiologies, pathophysiology and characteristic radiological findings. Imaging tests are mainly used to confirm the diagnosis and determine the location and extent as well as possible complications.</div></div>","PeriodicalId":94185,"journal":{"name":"Radiologia","volume":"67 4","pages":"Article 101613"},"PeriodicalIF":0.0,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144632301","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}
RadiologiaPub Date : 2025-07-01DOI: 10.1016/j.rxeng.2025.101639
B. Domenech-Ximenos , R. Jiménez-Arjona , J.T. Ortiz-Pérez , R.J. Perea , M. Sánchez , S. Prat-González , A. Doltra
{"title":"Sudden cardiac death: Risk stratification using cardiac MRI","authors":"B. Domenech-Ximenos , R. Jiménez-Arjona , J.T. Ortiz-Pérez , R.J. Perea , M. Sánchez , S. Prat-González , A. Doltra","doi":"10.1016/j.rxeng.2025.101639","DOIUrl":"10.1016/j.rxeng.2025.101639","url":null,"abstract":"<div><div>Sudden cardiac death (SCD) is recognised as a public health problem and can be caused by multiple heart diseases, which vary depending on the age of the patient. SCD risk stratification is a controversial topic surrounded by debate, since it is not easy to determine the appropriate timing for implanting an automatic defibrillator. Given that arrhythmic events are associated with myocardial scars, SCD stratification should go beyond the assessment of systolic function. Cardiac magnetic resonance imaging (MRI) plays a fundamental role since it enables the non-invasive characterisation of macroscopic and interstitial myocardial fibrosis, revealing the pattern and extent. This article reviews the role of cardiac MRI in SCD risk prediction.</div></div>","PeriodicalId":94185,"journal":{"name":"Radiologia","volume":"67 4","pages":"Article 101639"},"PeriodicalIF":0.0,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144631606","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}
RadiologiaPub Date : 2025-07-01DOI: 10.1016/j.rxeng.2025.101656
A. Páez-Carpio , P. Bermúdez , M. Sanduzzi Zamparelli , M. Barrufet , O. Arrabal , A. Forner , A. Darnell , J. Bruix , F. Torres , M. Reig , M. Burrel
{"title":"Transarterial chemoembolization with doxorubicin-loaded radiopaque beads for hepatocellular carcinoma: Safety, efficacy, and distribution","authors":"A. Páez-Carpio , P. Bermúdez , M. Sanduzzi Zamparelli , M. Barrufet , O. Arrabal , A. Forner , A. Darnell , J. Bruix , F. Torres , M. Reig , M. Burrel","doi":"10.1016/j.rxeng.2025.101656","DOIUrl":"10.1016/j.rxeng.2025.101656","url":null,"abstract":"<div><h3>Aim</h3><div>To evaluate the safety and efficacy of transarterial chemoembolization with radio-paque doxorubicin-loaded microspheres (rDEB-TACE) in patients with hepatocellular carcinoma (HCC).</div></div><div><h3>Materials and methods</h3><div>This single-center, retrospective, observational study included all patients 18 years and older diagnosed with HCC and treated with rDEB-TACE from 2017 to 2020 at our institution. rDEB-TACE efficacy was evaluated by type of response after treatment at 1-,3- and 6-month, time to progression (TTP), and overall survival (OS). Safety of the techniquewas assessed based on the occurrence of adverse events (AEs). rDEB distribution was classified by overall distribution as type 1: intratumoral, type 2: intratumoral-feeding artery, and type 3: feeding artery and by intratumoral distribution in 0–50% and 50–100%.</div></div><div><h3>Results</h3><div>Twenty-one patients with 36 lesions treated with rDEB-TACE were included. Median follow-up time was 17 months (IQR: 6.0–45.5). Local and overall objective response at 1, 3 and 6 months was 86%, 85%, 84% and 91%, 78% and 84%, respectively. Median TTP was 27.0 months (95%CI: 8.9–28.1) and median OS was 54.9 months (95%CI: 16.3-NE). No major AEs were reported. The most common particle distribution was type 2 (69.4%). Concordance of particle distribution between intraprocedural cone beam CT and follow-up CT was high (kappa = 0.80). Most lesions treated showed a 50-100% intratumoral particle distribution, with higher rates of local (95.5% vs 71.4%) and overall objective response in this group (100% vs 71.4%) compared with the 0–50% group.</div></div><div><h3>Conclusion</h3><div>rDEB-TACE is a safe and effective treatment for patients with HCC. Distribution of rDEB can be accurately assessed during and after the procedure and may predict early response.</div></div>","PeriodicalId":94185,"journal":{"name":"Radiologia","volume":"67 4","pages":"Article 101656"},"PeriodicalIF":0.0,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144632300","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}
RadiologiaPub Date : 2025-07-01DOI: 10.1016/j.rxeng.2025.101546
I. Suñén , A.I. García Barrado , S. Cruz Ciria , J.G. Maroto , S. Lozares Cordero , B. Gros Bañeres , C. García Mur
{"title":"Comparison of radiation dose in contrast-enhanced spectral mammography (CESM), full-field digital mammography (FFDM) and digital breast tomosynthesis (DBT)","authors":"I. Suñén , A.I. García Barrado , S. Cruz Ciria , J.G. Maroto , S. Lozares Cordero , B. Gros Bañeres , C. García Mur","doi":"10.1016/j.rxeng.2025.101546","DOIUrl":"10.1016/j.rxeng.2025.101546","url":null,"abstract":"<div><h3>Introduction</h3><div>The use of contrast-enhanced spectral mammography (CESM) has increased in recent years, as has awareness of radiation dose safety among professionals and patients. The principal aim of this study was to compare radiation exposure measured using the entrance surface dose (ESD) and the average glandular dose (AGD) in CESM, Full-Field Digital Mammography (FFDM) and Digital Breast Tomosynthesis (DBT). Our second objective was to evaluate differences caused by compressed breast thickness, compression force and patient age.</div></div><div><h3>Methods</h3><div>A retrospective observational study included all patients who had undergone a CESM between May 2021 and May 2022. Data was collected on ESD and AGD from the different CESM studies, and breast density and volume were determined by two expert radiologists. The comparative analysis focused on the dose of radiation received during the craniocaudal (CC) projection of the right breast in CESM studies and FFDM or DBT, performed within a 12-month period. Lastly, a statistical analysis was performed to determine the influence of breast compression thickness, compression force and patient age.</div></div><div><h3>Results</h3><div>Seventy-seven patients participated in the comparative study and forty-four in the dosimetric study. Differences in radiation dose (ESD/AGD) were found among the three breast imaging techniques. The dose in CESM (1.70/5.39 mGy) was lower than in DBT (2.19/6.79 mGy) and higher than in FFDM (1.26/4.06 mGy) for an average breast compression thickness of 59.64 mm. A positive correlation was observed between the dose received in CESM and breast compression thickness (ρ = 0.55), and a negative correlation was observed with patient age (ρ = −0.27). No differences in dosimetric variables were observed for different compression forces.</div></div><div><h3>Conclusions</h3><div>The ESD and AGD in the CC projection of the right breast in CESM are higher than in FFDM but lower than in DBT. The dose had a positive correlation with breast compression thickness and a negative correlation with patient age.</div></div>","PeriodicalId":94185,"journal":{"name":"Radiologia","volume":"67 4","pages":"Article 101546"},"PeriodicalIF":0.0,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144632298","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}
RadiologiaPub Date : 2025-07-01DOI: 10.1016/j.rxeng.2025.101645
F.L. Begliardo, P. Cebrián Villar, J.C. Diez Hernández, D. Martin Hernández, M.E. Bonal González
{"title":"Radiation-induced angiosarcoma of the breast: A rare but aggressive pathology warranting ongoing attention","authors":"F.L. Begliardo, P. Cebrián Villar, J.C. Diez Hernández, D. Martin Hernández, M.E. Bonal González","doi":"10.1016/j.rxeng.2025.101645","DOIUrl":"10.1016/j.rxeng.2025.101645","url":null,"abstract":"<div><div>Radiation-induced angiosarcoma of the breast is a rare and highly aggressive malignant neoplasm. Its incidence is likely to rise in the coming years due to the increasing use of breast-conserving surgery techniques.</div><div>Changes in the skin colour of the irradiated area in a patient treated with conservative surgery should raise suspicion of this pathology. The diagnostic work‐up for this disease includes different imaging modalities including mammography, ultrasound, or magnetic resonance imaging. However, the most accurate diagnostic method is skin biopsy. Treatment typically involves surgical resection, while the role of chemotherapy and radiotherapy is not well established.</div></div>","PeriodicalId":94185,"journal":{"name":"Radiologia","volume":"67 4","pages":"Article 101645"},"PeriodicalIF":0.0,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144631604","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}