TL;DR: Deep learning has started to be used; this method has the benefit that it does not require image feature identification and calculation as a first step; rather, features are identified as part of the learning process.
TL;DR: The key concepts of deep learning for clinical radiologists are reviewed, technical requirements are discussed, emerging applications in clinical radiology are described, and limitations and future directions in this field are outlined.
TL;DR: Although CTTA CT texture analysis seems to be a promising imaging biomarker, there is marked variability in methods, parameters reported, and strength of associations with biologic correlates.
Abstract: CT texture analysis of tumor heterogeneity has shown promise in lesion characterization, pretreatment tumor assessment, and response evaluation for some tumor types and may also have a spectrum of potential nononcologic applications, including assessment of hepatic and pulmonary fibrosis; however, a variety of challenges, including standardization of segmentation/measurement, postprocessing, and reporting, as well as ongoing delineation of pathologic correlates, need to be resolved before widespread implementation.
TL;DR: Shear-wave elastography has a promising role in determining the severity of disease and treatment follow-up of various musculoskeletal tissues including tendons, muscles, nerves, and ligaments.
Abstract: Shear wave elastography is a rapidly evolving US imaging technique that allows quantification of mechanical and elastic tissue properties and serves as an adjunct to conventional US techniques, aiding in initial characterization and treatment follow-up of various traumatic and pathologic conditions of the musculoskeletal system.
TL;DR: The principal means of testing for active tuberculosis is sputum analysis, including smear, culture, and nucleic acid amplification testing, and patients who are suspected of having latent tuberculosis may undergo targeted testing with a tuberculin skin test or interferon-γ release assay.
Abstract: The clinical and imaging features of pulmonary tuberculosis and the laboratory tests used for diagnosis are reviewed, as well as the role of radiologists in diagnosis and treatment.
TL;DR: Cross-sectional imaging techniques used in the evaluation of the aortic arch are reviewed, the embryology and anatomy of theAortic Arch system is described, and other malformations of the analsis are discussed, including interrupted aorti arch, hypoplastic aorta, and aorting coarctation.
TL;DR: Radiologists should be familiar with the imaging appearance of CLOCCs to avoid a misdiagnosis of ischemia and the underlying cause of the lesion should be sought and addressed.
TL;DR: The authors review the various factors in each step of the 3D model printing process that contribute to model inaccuracy, including the intrinsic limitations of each printing technology.
TL;DR: The 2017 version of LI-RADS for computed tomography and magnetic resonance imaging is reviewed and technical recommendations for image optimization, including definitions of dynamic enhancement phases, are made.
TL;DR: The authors present the new multidetector CT-based classification of mediastinal compartments introduced by ITMIG and a structured approach to imaging evaluation of mediastsinal abnormalities.
TL;DR: Recognizing the characteristic imaging features of heterotopic pancreas aids in differentiating it from cancer and thus in avoiding unnecessary surgery.
Abstract: The authors review the imaging appearances, histopathologic features, and complications of heterotopic pancreas.
TL;DR: In the emergency department setting, it is vital for the interpreting radiologist to not only identify the presence of rib injuries but also alert the clinician about organ-specific injury, specific traumatic patterns, and acute rib trauma complications that require emergent attention.
TL;DR: While GTN after a molar pregnancy is usually diagnosed with serial β-hCG titers, imaging plays an important role in evaluation of local extent of disease and systemic surveillance.
TL;DR: This review reinforces distinguishable imaging findings and confirms diffusion-weighted imaging features as pivotal in the diagnostic workup of sCJD, as these findings enable radiologists to reliably recognize this rare but invariably lethal disease.
TL;DR: Using an organ-based approach with computed tomography, magnetic resonance imaging, and ultrasonography to gain familiarity with the appearances of these infections enables timely and accurate diagnoses.
Abstract: Familiarity with the epidemiologic features, pathogenesis, imaging features, and treatment of invasive fungal and fungal-like infections can aid in rendering radiologic diagnoses and guiding appropriate therapies.
TL;DR: Novel treatments such as hyperthermic intraperitoneal chemotherapy have increased survival for patients with mucinous tumors, and detailed description of organ, nodal, and peritoneal involvement informs surgical management with the goal of complete cytoreduction is provided.
Abstract: Appendiceal tumors—including epithelial mucinous, epithelial nonmucinous, neuroendocrine, and lymphomatous neoplasms—require identification and characterization by the radiologist for optimal management and are discussed in terms of findings at CT, MR imaging, US, somatostatin receptor scintigraphy, and PET, along with demographics, clinical features, histologic and gross pathologic features, staging, surgical approach, chemotherapy, prognosis, and follow-up.
TL;DR: Dynamic contrast material-enhanced (DCE) magnetic resonance (MR) lymphangiography, which is performed by injecting gadolinium-based contrast material into groin lymph nodes, overcomes limitations and demonstrates preserved integrity or any abnormality of the CCLs (including blockage or leak).
TL;DR: The purpose of this article is to review the characteristic MR imaging features of RCC and common benign renal masses and propose a diagnostic imaging approach to evaluation of solid renal masses using multiparametric MR imaging.
TL;DR: An understanding of the anatomy and physiologic features of the normal growth plate and the associated pathophysiologic conditions can increase diagnostic accuracy, enable radiologists to anticipate future growth disturbances, and ensure optimal imaging, with the ultimate goal of timely and appropriate intervention.
TL;DR: The authors summarize the pathogenesis, classification, causes, and symptoms and signs of Hoa, including the genetics underlying the primary form (pachydermoperiostosis); describe key findings of HOA found at various imaging modalities, with examples of underlying causative conditions; and discuss features differentiating HOA from other causes of multifocal periostitis.
Abstract: The pathogenesis, classification, clinical presentation, imaging features, and differential diagnosis of hypertrophic osteoarthropathy and its high association with pulmonary and nonpulmonary conditions, especially malignancies, are reviewed.
TL;DR: The mechanisms of actions of the clinically available PET tracers are reviewed, as well as their role in the imaging of prostate cancer with reference to relevant guidelines and the technical and imaging pearls and pitfalls of these tracers.
Abstract: This article provides a review of the major clinically available PET tracers for the imaging of prostate cancer, describing their mechanisms of action, scan acquisition protocols, role in the clinical setting, and commonly encountered technical and imaging pearls and pitfalls.
TL;DR: The authors review the molecular mechanisms and clinical applications of immune checkpoint inhibitors, the current strategy to distinguish pseudoprogression from progression, and the imaging appearances of common immune-related adverse events.
TL;DR: The ability of a radiologist to understand the fundamental physics of ultrasound, recognize common US artifacts, and provide recommendations for altering the imaging technique is essential for proper image interpretation, troubleshooting, and utilization of the full potential of this modality.
TL;DR: In this review, the staging of PDAC at multidetector CT is described, with reference to the evaluation of the tumor-vessel interface as it guides treatment planning, along with a discussion of the key descriptors ofPDAC atMultidetctor CT and their importance.
Abstract: CT evaluation of borderline resectable disease involves identification of the circumferential and longitudinal relationship of the tumor with its neighboring vessels, markers of vascular invasion, and aberrant anatomic structures, to identify patients with limited vascular involvement who can potentially undergo surgical resection.
TL;DR: Several neoplastic and nonneoplastic conditions may mimic testicular seminoma at imaging, and Radiologic evaluation with high-frequency ultrasonography (US) is critical for diagnosis and staging.
Abstract: Testicular seminoma is the most common malignant tumor of the testis It classically manifests as a painless mass Radiologic evaluation with high-frequency ultrasonography (US) is critical for diagnosis Seminomas are usually homogeneously hypoechoic masses at US In challenging cases, magnetic resonance (MR) imaging may help confirm that a mass is intratesticular and provide data for local staging Computed tomography (CT) provides valuable information for staging, including the presence and size of retroperitoneal lymph nodes Testicular seminoma is treated with radical inguinal orchiectomy and is highly curable even at advanced stages of disease Several neoplastic and nonneoplastic conditions may mimic testicular seminoma at imaging Benign mimics include segmental infarction, hematoma, infection, epidermoid cyst, adrenal rests, sarcoidosis, splenogonadal fusion, and sex cord-stromal tumors Malignant mimics include nonseminomatous germ cell tumors, lymphoma, and metastases These conditions are individually reviewed with emphasis on features that allow differentiation from seminoma Spermatocytic tumor, formerly known as spermatocytic seminoma, accounts for only 1% of testicular tumors It is distinct from classic seminoma, with unique histologic, molecular, and genetic features It affects an older patient population than classic seminoma and demonstrates indolent clinical behavior Radiologists serve a key role in diagnosis, staging, and surveillance of patients with seminoma A thorough knowledge of related clinical, radiologic, and pathologic findings will help the radiologist contribute to high-quality interdisciplinary care of affected patients
TL;DR: Knowledge of the key imaging features of physiologic and nonphysiologic FDG fluorodeoxyglucose uptake, in addition to understanding the principles of adequate patient preparation and PET scanning protocols, is important for accurate interpretation of gynecologic and genitourinary oncologic FDGs PET/CT studies.
TL;DR: A collection of 15 LCS-related scenarios are presented that address situations in which the Lung-RADS guidelines are unclear or situations that are not currently addressed in the lungs cancer screening reporting and data system.
TL;DR: Magnetic resonance (MR) imaging is the most accurate and reliable means for assessment of implant rupture and is highly sensitive for detection of both intracapsular and extracapsular rupture.
TL;DR: The authors review the etiopathogenesis and imaging features of BRCA-associated malignancies, the importance of a multidisciplinary approach to determining the diagnosis, and the treatment of patients who have these mutations to improve their outcomes.
Abstract: The critical role of imaging in the diagnosis and treatment of patients who carry the BRCA gene mutation is reviewed, with emphasis on the unique behavior, clinical features, and pathologic profiles of BRCA-associated malignancies.