Misdiagnoses in abdominal radiology are a frequent source of clinical errors, often stemming from cognitive biases and perception errors. Typical sources of error include perceptual and interpretative issues, frequently influenced by cognitive mechanisms, such as anchoring and confirmation biases or the satisfaction of search bias. Technical errors, such as suboptimal windowing in computed tomography, also contribute to diagnostic inaccuracies. Enhancing diagnostic accuracy requires awareness of these biases and a systematic reflection on the diagnostic process. This approach enables early error prevention and improves the diagnostic quality in abdominal imaging.
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http://dx.doi.org/10.1007/s00117-025-01425-1 | DOI Listing |
Biol Methods Protoc
February 2025
Department of Endocrinology, Mercy Hospital, Springfield, Missouri, 65807, United States.
Subjective variability in human interpretation of diagnostic imaging presents significant clinical limitations, potentially resulting in diagnostic errors and increased healthcare costs. While artificial intelligence (AI) algorithms offer promising solutions to reduce interpreter subjectivity, they frequently demonstrate poor generalizability across different healthcare settings. To address these issues, we introduce Retrieval Augmented Medical Diagnosis System (RAMDS), which integrates an AI classification model with a similar image model.
View Article and Find Full Text PDFCureus
February 2025
Colorectal Surgery, James Cook University Hospital, Middlesbrough, GBR.
Gallbladder volvulus (GV) is a rare surgical emergency characterized by the twisting of the gallbladder around its mesentery, leading to vascular compromise and gangrene. It is often misdiagnosed as acute gangrenous cholecystitis due to overlapping symptoms, making preoperative diagnosis challenging. Definitive identification is typically made intraoperatively.
View Article and Find Full Text PDFCureus
February 2025
Center for General Medicine Education, School of Medicine, Keio University, Tokyo, JPN.
Dizziness is a common chief complaint that often poses a diagnostic challenge. A 79-year-old man was initially misdiagnosed with peripheral vertigo based on normal neuroimaging but later developed altered consciousness and involuntary limb movements, ultimately revealing carbamazepine (CBZ) toxicity. This case highlights a critical diagnostic pitfall: prematurely attributing dizziness to peripheral vertigo without considering drug-induced syndromes.
View Article and Find Full Text PDFPhilos Trans A Math Phys Eng Sci
March 2025
School of Engineering, Computing and Mathematics, Oxford Brooks University, Oxford, UK.
This study introduces an adaptive three-dimensional (3D) image synthesis technique for creating variational realizations of fibrous meniscal tissue microstructures. The method allows controlled deviation from original geometries by modifying parameters such as porosity, pore size and specific surface area of image patches. The unbiased reconstructed samples matched the morphological and hydraulic properties of original tissues, with relative errors generally below 10%.
View Article and Find Full Text PDFHealthcare (Basel)
February 2025
Department of Obstetrics and Gynaecology, ASUFC, Ospedale Santa Maria della Misericordia, 33100 Udine, Italy.
: Actinomyces are commensal bacteria that colonize various sites in the human body. Under certain predisposing conditions, they can proliferate and cause granulomatous inflammation in different tissues. Pelvic actinomycosis is an extremely rare condition; its significance lies in the fact that it can be easily misdiagnosed as gynecological malignancy based on clinical manifestations and imaging findings.
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