Retrospective studies have shown artificial intelligence (AI) to be at least as accurate as radiologists in detecting breast cancer in screening mammograms. This prospective randomized trial similarly demonstrated that AI readings were as accurate as double readings by radiologists, but with a significantly reduced workload.

Persons with dementia are at increased risk for adverse events compared to those without dementia, highlighting the importance of a timely diagnosis. In this study, researchers estimate approximately 20% of primary care patients aged 65 and older are expected to have a diagnosis of mild cognitive impairment or dementia; however, only 8% have received such a diagnosis. Missed diagnosis prevents patients from receiving appropriate care, including newly FDA-approved medications to slow cognitive decline.

Psychological safety is an important principle in identifying problems and improving patient outcomes. This narrative review highlights five best practices to foster psychological safety in radiology residencies – (1) establish clear goals and educational strategies, (2) build a formal mentoring program, (3) assess psychological safety, (4) advocate for radiologists as educators, and (5) support non-radiology staff. Although the review focuses on radiology residency programs, these strategies can be adapted to any residency program.

To improve patient safety, payers such as the Centers for Medicare & Medicaid have implemented policies that limit reimbursement for certain healthcare-associated harms. This commentary introduces the “Payer Relationships for Improving Diagnoses (PRIDx)” framework describing how payers may implement similar policies to reduce diagnostic errors.

Clinician skills can decrease with age. This retrospective analysis of 1.9 million preliminary interpretations of radiology imaging findings examined the relationship between radiologist age and diagnostic errors. While the overall mean error rate for all radiologists was low (0.5%), increasing age was associated with increased relative risk of diagnostic errors.

Patients with dark skin tones are not well represented in health education, particularly dermatology, which can result in delayed diagnosis. In this scoping review, thirteen articles were identified assessing the confidence of students and healthcare providers in assessing patients with dark skin tones.  Overall, confidence was low but tailored training somewhat improved confidence. The author asserts more research and education is needed outside dermatology, for example, when assessments use terms such as pale, redness, or blue.

Several systemic factors may hinder communication of test results to patients and clinicians. This article describes a research project in Australia, "Delivering safe and effective test result communication, management and follow-up." Along with previously identified test result communication challenges such as workflow and technology, this paper highlights the need for national thresholds for critical laboratory results.

Researchers describe two types of decision making in medicine - fast (intuitive) and slow (analytical). While both types are subject to bias, this paper describes how cognitive biases in fast thinking, such as anchoring or framing, as well as racial or moral bias, can result in obstetrical misdiagnosis. Ten steps to mitigate these cognitive biases are laid out.

Like many clinical areas, a variety of system factors can influence diagnostic error rates in neuroradiology. This study included 564 neuroradiologic examinations with diagnostic error and 1,019 without error. Diagnostic errors were associated with longer interpretation times, higher shift volume, and weekend interpretation.

Patient and family engagement is essential to effective and safe diagnosis. OurDX is a previsit online engagement tool to help identify opportunities to improve diagnostic safety in patients and families living with chronic conditions. In this study, researchers implemented OurDX in specialty and primary care clinics at two academic healthcare organizations and examined the potential safety issues and whether patient/family contributions were integrated into the post-visit notes. Qualitative analysis of 450 OurDX reports found that participants contributed important information about the diagnostic process. Participants with diagnostic concerns were more likely to raise concerns about the diagnostic process (e.g., access barriers, problems with tests/referrals, communication breakdowns), which may represent diagnostic blind spots.