Artificial intelligence in the detection of non-biological materials.

Artificial Intelligence (AI) has emerged as a transformative force within medical imaging, making significant strides within emergency radiology. Presently, there is a strong reliance on radiologists to accurately diagnose and characterize foreign bodies in a timely fashion, a task that can be readily augmented with AI tools. This article will first explore the most common clinical scenarios involving foreign bodies, such as retained surgical instruments, open and penetrating injuries, catheter and tube malposition, and foreign body ingestion and aspiration. By initially exploring the existing imaging techniques employed for diagnosing these conditions, the potential role of AI in detecting non-biological materials can be better elucidated. Yet, the heterogeneous nature of foreign bodies and limited data availability complicates the development of computer-aided detection models. Despite these challenges, integrating AI can potentially decrease radiologist workload, enhance diagnostic accuracy, and improve patient outcomes.

Humeral Head Articular Cartilage Damage by a Retained Arthroscopic Suture Anchor Inserter in a College Athlete.

Arthroscopic repair of the glenoid labrum has been shown to be a safe and effective method to address recurrent shoulder instability. However, suture anchor devices must be used appropriately and with caution to avoid postoperative complications such as prominence, migration, and loosening, which can result in intraarticular pathology postoperatively. We report a case of significant glenohumeral articular cartilage damage that occurred as a result of a retained broken suture anchor inserter after arthroscopic Bankart repair. This case demonstrates an uncommon but serious complication that can occur during the surgical insertion of suture anchors when performing arthroscopic labral repairs. Although rare, retained foreign bodies must also be considered in the differential of a symptomatic postoperative patient. Thus, postoperative radiographs are also of extreme importance in evaluating a patient with persistent pain and crepitus after surgical glenoid labral repair.

Retained Surgical Foreign Bodies after Surgery.

The problem of retained surgical bodies (RSB) after surgery is an issue for surgeons, hospitals and the entire medical team. They have potentially harmful consequences for the patient as they can be life threatening and usually, a further operation is necessary. The incidence of RSB is between 0.3 to 1.0 per 1,000 abdominal operations, and they occur due to a lack of organisation and communication between surgical staff during the process. Typically, the RSB are surgical sponges and instruments located in the abdomen, retroperitoneum and pelvis.