Evaluation of ChatGPT and Google Bard Using Prompt Engineering in Cancer Screening Algorithms.

Large language models (LLMs) such as ChatGPT and Bard have emerged as powerful tools in medicine, showcasing strong results in tasks such as radiology report translations and research paper drafting. While their implementation in clinical practice holds promise, their response accuracy remains variable. This study aimed to evaluate the accuracy of ChatGPT and Bard in clinical decision-making based on the American College of Radiology Appropriateness Criteria for various cancers. Both LLMs were evaluated in terms of their responses to open-ended (OE) and select-all-that-apply (SATA) prompts. Furthermore, the study incorporated prompt engineering (PE) techniques to enhance the accuracy of LLM outputs. The results revealed similar performances between ChatGPT and Bard on OE prompts, with ChatGPT exhibiting marginally higher accuracy in SATA scenarios. The introduction of PE also marginally improved LLM outputs in OE prompts but did not enhance SATA responses. The results highlight the potential of LLMs in aiding clinical decision-making processes, especially when guided by optimally engineered prompts. Future studies in diverse clinical situations are imperative to better understand the impact of LLMs in radiology.

Radiology program director's perspective on a novel hands-on advanced elective.

With the advent of the USMLE Step 1 exam moving to a pass/fail status, Radiology Program Directors (PDs) and Associate Program Directors (APDs) need alternative methods of identifying interested and engaged medical students who are applying to their program. Additionally, undergraduate radiology medical education in the United States varies widely from institution to institution with no universal mandatory radiology component. To address these problems, we implemented an advanced fourth year hands-on radiology elective where the students were treated as first year radiology residents (R1s), giving them resident-level access to the Picture Archive and Communication System (PACS) and dictation software, and allowing them to perform entry-level procedures with appropriate supervision. After implementation of the elective, a 5-question online survey was sent to two hundred and ninety-eight PDs and APDs via the Association of Program Directors in Radiology (APDR) listserv, of which seventy-two responses were compiled, yielding a response rate of 24%. The survey focused on how a hands-on medical student elective would help in assessing prospective candidates and predicting R1 performance. Most respondents felt interest in radiology, motivation, and interpersonal skills would be better assessed after such an elective and the vast majority felt hands-on Advanced Elective would be at least slightly predictive of first year resident performance. Based on this information, we believe implementing a hands-on advanced radiology elective would significantly help address the passive nature of traditional radiology electives, providing valuable information to PDs and APDs and giving the best possible radiology experience to our medical students.

Splenic Artery Embolization for Unstable Patients with Splenic Injury: A Retrospective Cohort Study.

PURPOSE: To compare the outcomes of splenic artery embolization (SAE) for acute splenic injury (ASI) between patients who are hemodynamically stable (HDS) and hemodynamically unstable (HDU). Nonoperative management with SAE has become an accepted practice for patients who are HDS with ASI; however, SAE for the treatment of patients who are HDU with ASI has not been well studied. MATERIALS AND METHODS: A retrospective cohort study was performed, including 52 patients who were HDU and HDS who underwent SAE for ASI at a Level 1 trauma center. HDU was defined as the lowest recorded systolic blood pressure prior to intervention <90 mm Hg. Utilizing the American Association for Surgery of Trauma (AAST) splenic injury scale, AAST Grades 1-3 were defined as low grade, and Grades 4-5 were defined as high grade. The primary outcomes were survival at 30 days and the need for subsequent splenectomy. RESULTS: Seventy-five percent (n = 39) of the patients were HDS, and 25% (n = 13) were HDU. The majority (69%) of patients who were HDU who underwent SAE did not require splenectomy, compared with 95% of patients who were HDS (P = .03). No significant difference in 30-day survival between patients who were HDU and HDS was noted. No major adverse events were recorded. There was no significant difference in 30-day patient survival or the rate of subsequent splenectomy between high-grade and low-grade splenic injuries. CONCLUSIONS: In this retrospective cohort study, there was no statistically significant difference in the adverse events or 30-day post-SAE survival rates between patients who were HDS and HDU with ASI. The authors conclude that SAE can be a safe and effective treatment option for patients who are HDU with ASI, including high-grade splenic injury.

Interventional oncology update.

Interventional Oncology (IO) is a subspecialty field of Interventional Radiology bridging between diagnostic radiology and the clinical oncology team, addressing the diagnosis and treatment of cancer. There have been many exciting advancements in the field of IO in recent years; far too many to cover in a single paper. To give each topic sufficient attention, we have limited the scope of this review article to four topics which we feel have the potential to drastically change how cancer is treated managed in the immediate future.

Implementation of a Novel Hands-on Advanced Radiology Elective.

Despite the use of imaging in many medical and surgical practices, no universal mandatory radiology component is required by the Liaison Committee on Medical Education. In contrast, United States medical students are required to complete at least one core subinternship during their final year of medical school in medicine, surgery, pediatrics, or family medicine, regardless of their chosen field of interest. Students are expected to perform just below the level of an intern, performing functions such as assisting in writing notes, placing orders, and arranging for appropriate follow-up. To our knowledge, there are few institutions that offer a comparable clinical experience in radiology. In order to address this, we successfully designed and implemented a hands-on medical student advanced radiology elective, which allowed for experiential learning through independent dictation of radiographic examinations and procedure-based practice. Here, we describe the process of developing such an elective, how to implement it at other institutions, and some insight into troubleshooting any potential pitfalls should they arise. Overall, our novel hands-on elective enables a more student-centered, active learning approach, allowing for more in-depth, accurate evaluation of specialty choice while also equipping faculty and residency programs with the skills to best assess student interest, motivation, knowledge, and communication skills.

The Repair of an Acute Pathological Subtrochanteric Femur Fracture Using an Adult 3.5-mm Proximal Humerus Locking Plate in an Adolescent Patient: A Case Report.

CASE: We report a novel case of the successful repair of a pathological fracture of a 14-year-old boy's proximal femur using open reduction and internal fixation with an adult 3.5-mm proximal humerus locking plate. CONCLUSION: Successful repair of a pediatric pathologic femur fracture due to an aneurysmal bone cyst may be achieved using an adult proximal humerus locking plate in select patients.

Name That Nephrogram: Asymmetric Renal Enhancement in the Acute Care Setting.

Disorders of the kidney and urinary collecting system are common encountered in the acute care setting. Computed tomography has progressively replaced intravenous pyelography for the evaluation of most urinary tract pathology including acute flank pain, suspected malignancy, congenital abnormalities, anatomical variants, and inflammatory/vascular conditions through evaluation of the "nephrogram" produced by intravenous contrast material filtering through the kidneys. In this review, we describe the most common types of abnormal nephrograms seen on renal computed tomography, and highlight the salient features and conditions associated with them, in addition to a pictorial review with specific and interesting related cases. The types of abnormal nephrograms reviewed are absent, unilateral delayed, striated, spotted, and persistent.

Resolution of fetal second-degree atrioventricular block.

Fetal atrioventricular (AV) block is a rare and potentially devastating condition. Most commonly fetal AV block is mediated by maternal lupus antibodies which cause irreversible damage to the AV node. For many fetuses, the only potential intervention is premature delivery and highly invasive pacemaker implantation. However, there exists a small subset of fetuses with non-immune mediated AV block who appear to have far better outcomes, with potential for spontaneous resolution and a return to sinus rhythm. Despite this, it is not clear that prenatal counseling takes this fact into account. We describe a series of three patients with non-immune fetal second-degree AV block with spontaneous resolution prior to delivery, underscoring the need for appropriate prenatal counseling in this scenario.

Imaging and Management of Thoracic Trauma.

Thoracic injury results from penetrating and blunt trauma and is a major contributor to overall trauma morbidity and mortality in the United States. Modern imaging algorithms utilize ultrasound, chest radiograph, and computed tomography with intravenous contrast to accurately diagnose and effectively treat patients with acute thoracic trauma. This review focuses on the etiologies, signs and symptoms, imaging, and management of several life-threatening thoracic injuries including tracheobronchial rupture, pulmonary parenchymal injury, hemothorax, pneumothorax, diaphragmatic rupture, and axial skeleton injury.

Genetic, morphometric, and behavioral factors linked to the midsagittal area of the corpus callosum.

The corpus callosum is the main commissure connecting left and right cerebral hemispheres, and varies widely in size. Differences in the midsagittal area of the corpus callosum (MSACC) have been associated with a number of cognitive and behavioral phenotypes, including obsessive-compulsive disorders, psychopathy, suicidal tendencies, bipolar disorder, schizophrenia, autism, and attention deficit hyperactivity disorder. Although there is evidence to suggest that MSACC is heritable in normal human populations, there is surprisingly little evidence concerning the genetic modulation of this variation. Mice provide a potentially ideal tool to dissect the genetic modulation of MSACC. Here, we use a large genetic reference panel - the BXD recombinant inbred line - to dissect the natural variation of the MSACC. We estimated the MSACC in over 300 individuals from nearly 80 strains. We found a 4-fold difference in MSACC between individual mice, and a 2.5-fold difference among strains. MSACC is a highly heritable trait (h(2) = 0.60), and we mapped a suggestive QTL to the distal portion of Chr 14. Using sequence data and neocortical expression databases, we were able to identify eight positional and plausible biological candidate genes within this interval. Finally, we found that MSACC correlated with behavioral traits associated with anxiety and attention.