RadiologyPub Date : 2026-09-01DOI: 10.1148/radiol.260544
Jordan Haidey, Xu Jing Qian, Mitchell P Wilson, Gavin Low
{"title":"Case 354.","authors":"Jordan Haidey, Xu Jing Qian, Mitchell P Wilson, Gavin Low","doi":"10.1148/radiol.260544","DOIUrl":"https://doi.org/10.1148/radiol.260544","url":null,"abstract":"<p><p>History An asymptomatic 45-year-old man with sickle cell disease and coinherited α-thalassemia was referred to the hepatology department for workup of an indeterminate hepatic mass discovered incidentally at screening cardiac MRI. The patient was diagnosed with sickle cell disease in childhood and required several hospitalizations with blood transfusions. During adulthood, disease management was suboptimal, with infrequent transfusion therapy and undertreated chronic hemolytic anemia. There was no history of malignancy, hepatitis B or C infection, alcohol consumption, metabolic syndrome, diabetes, or fatty liver disease. There was no evidence of tuberous sclerosis, glycogen storage disease, or anabolic steroid use. Laboratory investigations demonstrated chronic hemolytic anemia, with a hemoglobin level of 98-109 g/L (reference range, 135-175 g/L) and markedly elevated reticulocyte count (207.9 × 10<sup>9</sup>/L to 247.8 × 10<sup>9</sup>/L; reference range, 25 × 10<sup>9</sup>/L to 75 × 10<sup>9</sup>/L). Peripheral blood smear showed sickle cells, target cells, and Howell-Jolly bodies. Liver enzymes, synthetic liver function, and tumor markers (α-fetoprotein, carbohydrate antigen 19-9, and carcinoembryonic antigen) were within normal limits. There was no evidence of systemic iron overload. Abdominal US (Fig 1), abdominal MRI (Figs 2, 3), and chest CT (Fig 4) were performed.</p>","PeriodicalId":20896,"journal":{"name":"Radiology","volume":"320 3","pages":"e260544"},"PeriodicalIF":17.6,"publicationDate":"2026-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149075372","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
RadiologyPub Date : 2026-09-01DOI: 10.1148/radiol.253735
Shimwoo Lee, Joseph Miller
{"title":"Case 350: Retained Appendicolith.","authors":"Shimwoo Lee, Joseph Miller","doi":"10.1148/radiol.253735","DOIUrl":"https://doi.org/10.1148/radiol.253735","url":null,"abstract":"<p><p>History A 16-year-old girl presented to the emergency department with a 1-month history of right lower back pain. She was originally seen at an urgent care clinic, where a lumbar radiograph was reportedly normal, and she was prescribed naproxen. However, she came to the emergency department once pain had escalated to 10 out of 10. Over the past month, the patient's right flank had increased in size and \"hardened\" to touch. She reported no trauma or other inciting incident. She had a prior history of laparoscopic appendectomy for perforated appendicitis more than 6 years earlier at an outside hospital. A prior contrast-enhanced abdominal CT scan, obtained 2 weeks after the appendectomy, was available for review. At evaluation, the patient was febrile and mildly tachycardic (104 beats per minute). Examination of the right flank revealed a 4-cm area of erythema and tenderness with 10-cm surrounding induration. She had leukocytosis (white blood cell count, 12 × 10<sup>9</sup>/L; reference range, <9.44 × 10<sup>9</sup>/L) and elevated C-reactive protein (23 mg/L; reference range, <9 mg/L). US followed by contrast-enhanced MRI of the abdomen was performed. Based on the imaging findings, the patient underwent a percutaneous drainage procedure. All cultures, including aerobic, anaerobic, fungal, and acid fast, were negative, with the caveat that the patient had been started on intravenous antibiotics before the procedure. She was discharged and prescribed 10 days of amoxicillin and clavulanate to complete antibiotic therapy, and the drain was removed 6 weeks later. One month after drain removal, the patient returned to the emergency department with return of severe flank pain, erythema, and purulent drainage. The patient was afebrile with a white blood cell count of 9.8 × 10<sup>9</sup>/L. Contrast-enhanced abdominal CT was performed.</p>","PeriodicalId":20896,"journal":{"name":"Radiology","volume":"320 3","pages":"e253735"},"PeriodicalIF":17.6,"publicationDate":"2026-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149075422","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
RadiologyPub Date : 2026-09-01DOI: 10.1148/radiol.253791
Sara Piciucchi, Christopher J Ryerson, Takeshi Johkoh, Amita Sharma, Nicola Sverzellati, Lida P Hariri, Simon L F Walsh, Ayodeji Adegunsoye, William D Travis, Andrew G Nicholson, Ella Kazerooni
{"title":"Updated European Respiratory Society-American Thoracic Society (ERS-ATS) Classification of Interstitial Pneumonias: The Radiologic Perspective.","authors":"Sara Piciucchi, Christopher J Ryerson, Takeshi Johkoh, Amita Sharma, Nicola Sverzellati, Lida P Hariri, Simon L F Walsh, Ayodeji Adegunsoye, William D Travis, Andrew G Nicholson, Ella Kazerooni","doi":"10.1148/radiol.253791","DOIUrl":"https://doi.org/10.1148/radiol.253791","url":null,"abstract":"<p><p>This review aims to summarize the key features of the 2025 update of the European Respiratory Society-American Thoracic Society Classification of Interstitial Pneumonias from a radiologic perspective. It highlights the revised terminology, pattern definitions, and conceptual framework, which moves beyond the previous focus on idiopathic interstitial pneumonias toward a broader radiologic-pathologic pattern-based approach that includes both idiopathic and secondary causes. Three major interstitial patterns are defined: usual interstitial pneumonia, nonspecific interstitial pneumonia, and bronchiolocentric interstitial pneumonia. The last is introduced as a unifying descriptor for airway-centered diseases, including hypersensitivity pneumonitis and akin conditions. Within the alveolar filling disorders, the term <i>desquamative interstitial pneumonia</i> is replaced by the more pathologically consistent term <i>alveolar macrophage pneumonia</i>. A further key update is the formal incorporation of diagnostic confidence levels, encouraging the explicit reporting of uncertainty to better guide additional investigations and therapeutic decisions.</p>","PeriodicalId":20896,"journal":{"name":"Radiology","volume":"320 3","pages":"e253791"},"PeriodicalIF":17.6,"publicationDate":"2026-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149075761","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
RadiologyPub Date : 2026-09-01DOI: 10.1148/radiol.260693
Ethan H Willbrand, Elizabeth M Stoeckl, Daryn Belden, Sheena Y Chu, Eleanna M Melcher, Daniil Zhitnitskii, Elena Bonke, Jussi Mattila, Usman Iftikhar, Juha Koikkalainen, Antti Tolonen, Jyrki Lötjönen, Richard Bruce, John-Paul J Yu
RadiologyPub Date : 2026-09-01DOI: 10.1148/radiol.252603
Justin R Tse, Shokoufeh Khalatbari, Matheos Yosef, Chen Abitbol, Asser M Abou Elkassem, Emin Albayrak, Ronaldo Hueb Baroni, Rajesh Bhayana, Jennie J Cao, Fernando Morbeck Almeida Coelho, Sina Houshmand, Aya Kamaya, Katherine M Krajewski, Satheesh Krishna, Scott J Lee, Thais Caldara Mussi, Suman Prabhakar, Nicola Schieda, Luyao Shen, Atul B Shinagare, Stuart G Silverman, Andrew D Smith, Geoffrey A Sonn, Mahsa Taherzadeh, Zhen Jane Wang, Joshua D Warner, Andrew L Wentland, Ivan Pedrosa, Matthew S Davenport
{"title":"Improving Recognition Performance and Reader Efficiency for Femoral-Neck Fracture Detection on Pelvic or Hip Radiographs Using Artificial Intelligence.","authors":"Xin-Xiao Lin, Yu-Rui Qian, Shi-Hao Zhou, Han-Bin Shen, Yu-Long Zhang, Jia-Wei Huang, Yu-Han Chen, Nai-Feng Tian","doi":"10.1148/radiol.253931","DOIUrl":"10.1148/radiol.253931","url":null,"abstract":"<p><p>Background Radiographs sometimes do not depict femoral-neck fractures, particularly radiograph-negative or indeterminate femoral-neck fractures, leading to delayed treatment and complications. Purpose To develop and externally evaluate a deep learning model, OccuNet, for detecting femoral-neck fractures on pelvic or hip radiographs, compare its performance and accuracy with those of radiologists and emergency medicine physicians, and evaluate its effect on reader performance and accuracy. Materials and Methods This multicenter retrospective study included adults suspected of having hip trauma who underwent pelvic or hip radiography and same-episode CT or MRI at four hospitals (January 2009-August 2025). Patients were split into a training set, an internal test set, and three external test sets. A two-stage model, OccuNet, was trained: Stage 1 used contrastive pretraining on paired original and artifact-augmented versions of the same radiograph to learn artifact-robust features, and stage 2 fine-tuned a fracture detector. Performance and accuracy were compared with those of 10 readers (five musculoskeletal radiologists, five emergency medicine physicians), and artificial intelligence (AI) assistance was tested for sensitivity, specificity, area under the receiver operating characteristic curve (AUC), and reading time. Results This study included 2576 patients (mean age [±SD], 69 years ± 11.2; 1380 women). In the pooled group (<i>n</i> = 1766), the model achieved a sensitivity of 97.5% (913 of 936), specificity of 98.8% (820 of 830), and excellent performance (AUC, 0.99 [95% CI: 0.99, 0.99]). For radiograph-negative or indeterminate fractures (<i>n</i> = 189), sensitivity of the model (94.7% [179 of 189]) was higher than that of radiologists (86.2% [163 of 189]; <i>P</i> < .001) and emergency medicine physicians (68.8% [130 of 189]; <i>P</i> < .001). With AI assistance, radiologist and emergency medicine physician sensitivities increased from 93.7% (877 of 936) to 97.2% (910 of 936; <i>P</i> < .001) and from 84.3% (789 of 936) to 95.6% (895 of 936; <i>P</i> < .001), respectively, and mean reading times shortened by 14.9% and 18.9% (both <i>P</i> < .001), respectively. Conclusion OccuNet demonstrated excellent performance for femoral-neck fracture detection on pelvic or hip radiographs, maintained high sensitivity in radiograph-negative or indeterminate (Garden I-II) fractures, and improved reader sensitivity and efficiency.</p>","PeriodicalId":20896,"journal":{"name":"Radiology","volume":"320 3","pages":"e253931"},"PeriodicalIF":17.6,"publicationDate":"2026-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148907024","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
RadiologyPub Date : 2026-09-01DOI: 10.1148/radiol.262291
Alan B McMillan
{"title":"Deceptive Eloquence in AI-assisted Thoracic Radiology.","authors":"Alan B McMillan","doi":"10.1148/radiol.262291","DOIUrl":"https://doi.org/10.1148/radiol.262291","url":null,"abstract":"","PeriodicalId":20896,"journal":{"name":"Radiology","volume":"320 3","pages":"e262291"},"PeriodicalIF":17.6,"publicationDate":"2026-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148907070","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
RadiologyPub Date : 2026-09-01DOI: 10.1148/radiol.251415
Rony Avritscher, Edward Kim, Valerie Chew, Ghassan K Abou-Alfa, Ahmed Kaseb, Beau Toskich, Terence Gade, Mishal Mendiratta-Lala, Sunil Krishnan, S Cheenu Kappadath, Riad Salem
{"title":"Convergence of Local and Systemic Therapies: A Comprehensive Society of Interventional Oncology Framework for <sup>90</sup>Y Radioembolization with Immunotherapy in HCC.","authors":"Rony Avritscher, Edward Kim, Valerie Chew, Ghassan K Abou-Alfa, Ahmed Kaseb, Beau Toskich, Terence Gade, Mishal Mendiratta-Lala, Sunil Krishnan, S Cheenu Kappadath, Riad Salem","doi":"10.1148/radiol.251415","DOIUrl":"https://doi.org/10.1148/radiol.251415","url":null,"abstract":"<p><p>Combination approaches using systemic immunotherapy agents are now standard of care for patients with advanced-stage hepatocellular carcinoma (HCC), resulting in improved overall survival. However, even with optimal systemic regimens, fewer than 40% of cases respond to treatment, presumably due to resistance mechanisms, including antidrug antibodies and acquired resistance related to alterations in the tumor immune microenvironment (TIME). As a result, new strategies are needed to improve immunotherapeutic efficacy in this setting. Early investigations into the local and systemic effects of yttrium 90 (<sup>90</sup>Y) radioembolization using resin and glass microspheres demonstrated activation of both innate and adaptive immune systems, leading to sustained therapeutic efficacy in a subgroup of patients with HCC undergoing curative surgical resection after downstaging procedures. Preliminary prospective and retrospective studies have confirmed the safety of combining liver-directed interventions with immunotherapy. Based on these findings, clinical trials are being designed to evaluate the efficacy of different therapeutic strategies combining <sup>90</sup>Y radioembolization and immune checkpoint inhibitor therapy. The Society of Interventional Oncology is committed to advancing research on how local-regional therapies influence the TIME and systemic inflammatory response. This review aims to inform the interventional and medical oncology community about essential considerations and strategies for implementing these combination therapies involving <sup>90</sup>Y radioembolization and immunotherapy.</p>","PeriodicalId":20896,"journal":{"name":"Radiology","volume":"320 3","pages":"e251415"},"PeriodicalIF":17.6,"publicationDate":"2026-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148866761","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}