Investigating the impact of innovative AI chatbot on post-pandemic medical education and clinical assistance: a comprehensive analysis.

BACKGROUND: The COVID-19 pandemic has significantly disrupted clinical experience and exposure of medical students and junior doctors. Artificial Intelligence (AI) integration in medical education has the potential to enhance learning and improve patient care. This study aimed to evaluate the effectiveness of three popular large language models (LLMs) in serving as clinical decision-making support tools for junior doctors. METHODS: A series of increasingly complex clinical scenarios were presented to ChatGPT, Google's Bard and Bing's AI. Their responses were evaluated against standard guidelines, and for reliability by the Flesch Reading Ease Score, Flesch-Kincaid Grade Level, the Coleman-Liau Index, and the modified DISCERN score for assessing suitability. Lastly, the LLMs outputs were assessed by using the Likert scale for accuracy, informativeness, and accessibility by three experienced specialists. RESULTS: In terms of readability and reliability, ChatGPT stood out among the three LLMs, recording the highest scores in Flesch Reading Ease (31.2 ± 3.5), Flesch-Kincaid Grade Level (13.5 ± 0.7), Coleman-Lau Index (13) and DISCERN (62 ± 4.4). These results suggest statistically significant superior comprehensibility and alignment with clinical guidelines in the medical advice given by ChatGPT. Bard followed closely behind, with BingAI trailing in all categories. The only non-significant statistical differences (P > 0.05) were found between ChatGPT and Bard's readability indices, and between the Flesch Reading Ease scores of ChatGPT/Bard and BingAI. CONCLUSION: This study demonstrates the potential utility of LLMs in fostering self-directed and personalized learning, as well as bolstering clinical decision-making support for junior doctors. However further development is needed for its integration into education.

The Rectus Abdominis Perforator Turndown Flap for Preserving Rectus Continuity: A DIEP Alternative?

The deep inferior epigastric artery perforator (DIEP) flap for breast reconstruction has been popularized over the transverse rectus abdominis myocutaneous (TRAM) flap, as it spares rectus abdominis muscle and has low donor site morbidity. This progression to muscle preservation, however, has been associated with an increased difficulty in vascular dissection, perfusion-related complications, and lengthier surgical times. We pilot a technique that may achieve the benefits of the TRAM flap in terms of ease of dissection and vascularity, with the benefits of the DIEP flap in terms of maintaining rectus abdominis continuity. METHODS: A cohort of six consecutive patients underwent a free TRAM flap for reconstructive surgery. All patients underwent a segmental, periumbilical harvest of rectus abdominis muscle as part of flap design, and the segmental defect was reconstructed with an innervated rectus abdominis perforator turndown (RAPT) flap harvested supraumbilically. Postoperative assessment of rectus continuity was performed clinically, with muscle electromyography and ultrasound. RESULTS: In all six cases, there was successful TRAM flap transfer, with no flap-related complications. Rectus abdominis muscle reconstruction with the RAPT flap was achieved, with continuity and function of the rectus muscle confirmed. CONCLUSIONS: We describe the innervated RAPT flap for reconstitution of rectus continuity after TRAM flap harvest. This technique may achieve the benefits of the TRAM flap in terms of ease of dissection and flap vascularity, and the benefits of the DIEP flap in terms of maintaining rectus abdominis continuity.

Effects of COVID-19 lockdown measures on emergency plastic and reconstructive surgery presentations.

BACKGROUND: In Australia, the COVID-19 pandemic has caused severe social disruptions, including restrictions to the movement of people. Healthcare centres around the world have seen changes in the nature of injuries acquired during the COVID-19 pandemic; we therefore hypothesize that social isolation measures have changed the pattern of plastic and reconstructive surgery presentations. METHODS: A prospective cohort study was designed comparing patient presentations during the enforced COVID-19 lockdown to two previous periods. All emergency referrals requiring operative intervention by the plastic and reconstructive surgery unit of our institution were included. Patient demographics, place and mechanism of injury, drug and alcohol involvement, delays to presentation, length of admission and complication rates were collected. RESULTS: Demographics and complication rates were similar across all groups. A 31.8% reduction in total number of emergency cases was seen during the lockdown period. Increase in do-it-yourself injuries (P = 0.001), bicycle injuries (P = 0.001) and injuries acquired via substance abuse (P = 0.041) was observed. Head and neck injuries, mostly due to animal bites and falls, were also more prevalent compared to the same period the previous year (P = 0.007). As expected, over 80% of plastic surgery operations during the COVID-19 period were due to injuries acquired at home, a significant increase compared to previous periods. CONCLUSION: Despite changes in the pattern of presentations requiring plastic and reconstructive emergency surgery, traumatic injuries continued to occur during the pandemic. Thus, planning will be essential to ensure resource allocation for emergency procedures is sustained as second and third waves of COVID-19 cases emerge worldwide.

Use of submental and submandibular free vascularized lymph node transfer for treatment of scrotal lymphedema: Report of two cases.

Genital lymphedema is a rare condition in males that can lead to difficulty in voiding, sexual function, hygiene, and mobility. Only several methods of treatment have been developed and studied, primarily focusing on restoring patency of diseased lymph channels or resection of affected tissue. We are the first to describe the surgical technique and our experience of using free submental and submandibular arterio-venous vascularized lymph node transfer specifically for the treatment of scrotal edema. We report on two patients who have undergone selective neck dissection of submental and submandibular lymph nodes based off the facial artery and vein. These vascularized lymph nodes were then transferred to the groin, with anastomosis to the deep inferior epigastric perforator artery and vein. The first patient, a 63 year old had initial pretreatment measurement of the anal verge to base of penis was 18 cm in length, and maximum circumference of scrotum 27 cm for the first patient, and 31-42 cm, respectively, for the second patient, a 66 year old. At 9-month review for the first patient and 6-month review for the second patient, both donor and recipient site wounds had healed. The anal verge to base of penis length had decreased to 16 cm, while maximum circumference of scrotum had decreased to 23 cm, and 25-38 cm, respectively, for the second patient. We have had good success with reducing the burden on patients using this novel technique, and hence it should be considered as a viable treatment methodology in appropriately selected patients.

Patient related outcome measures for breast augmentation mammoplasty: a systematic review.

We review the current literature for validated patient related outcome measures (PROM) in breast augmentation mammoplasty (BAM). Using Medline search between 1966 to 2018, using the search strategy ("patient reported outcome measure" OR "surveys or questionnaires") AND "breast" AND ("augment" OR "implant") was performed. A manual search with Google Scholar using the search term "Patient Reported Outcome Measures in Bilateral Augmentation Mammaplasty" was also performed. Once the search yielded its results, a further search of bibliographic references within the articles was also performed. The Medline computer search produced 72 results, with a Google Scholar search yielding two results and a bibliographic search of all articles revealing a further single result. Ten studies were included as they used validated PROM. Three articles used the same PROM (Breast-Q) and seven used different PROM, therefore 8 validated PROM were discovered. Bilateral augmentation mammoplasty has been demonstrated to confer an increase in patient reported outcomes in domains of satisfaction with breasts and psychological well-being. There is some decrease in physical well-being following this procedure. Validated PROMs provide objective data relating to different aspects of BAM. Combined with traditional surgeon-based outcome measures and implant registry data, they may provide a more comprehensive insight into the patient journey.

Dorsal Block Splinting of Volar Plate Injuries at Neutral Position.

PURPOSE: Volar plate injuries of the proximal interphalangeal joint (PIPJ) of a finger are common, often occurring in sporting or workplace incidents. Treatment of a stable dorsal dislocation entails a conservative approach, directed at preventing hyperextension and allowing the ligament to heal in position that does not negatively impact on healing. Current treatment regimens include dorsal block splinting (DBS) in 30° of flexion, which maintains the PIPJ in flexion in order to prevent any strain on the healing tissue while attempting to restore anatomical position. Recognized complications of DBS are flexion deformities of the joint and hyperextensibility. We propose that DBS in neutral position, rather than 30° flexion, reduces hyperextensibility as well as preventing flexion deformities of the PIPJ, allowing sooner return of function and participation in daily activities. METHODS: A retrospective review of patients sustaining volar plate injuries was undertaken. Inclusion criteria involved patients splinted at either 30° or neutral position, both those having undergone surgical or conservative regimens and the joint assessed as stable. Data were collected focusing on the number of hand therapy sessions, the time from injury to discharge, active angles of flexion and extension of the PIPJ, and pain. RESULTS: Over 2 years, 125 patients were treated for volar plate injuries: 20 with DBS at neutral position and 105 DBS at 30°. There were no significant differences in patient demographics. There were fewer hand therapy appointments required for those splinted in neutral position and weeks of hand therapy predischarge. There were no flexion deformities for patients undergoing DBS at neutral position, but no difference in PIPJ extension. There were no differences in hyperextensibility or pain. CONCLUSIONS: Dorsal block splinting at neutral position results in fewer flexion deformities following volar plate injuries of the PIPJ, without resultant hyperextensibility. There are fewer demands on hand therapy. Dorsal block splinting at neutral position may result in better function for patients suffering this injury, with decreased complications and quicker return to daily activities.

The Acutely Blue Finger: Cause for Concern?

An acutely blue finger may cause concern, with both ischaemic and non-ischaemic aetiologies. Achenbach syndrome is a rare condition involving spontaneous haematoma of the finger. We present a case with distinct histological findings and a family history.

Measurement of serum melatonin in intensive care unit patients: changes in traumatic brain injury, trauma, and medical conditions.

Melatonin is an endogenous hormone mainly produced by the pineal gland whose dysfunction leads to abnormal sleeping patterns. Changes in melatonin have been reported in acute traumatic brain injury (TBI); however, the impact of environmental conditions typical of the intensive care unit (ICU) has not been assessed. The aim of this study was to compare daily melatonin production in three patient populations treated at the ICU to differentiate the role of TBI versus ICU conditions. Forty-five patients were recruited and divided into severe TBI, trauma without TBI, medical conditions without trauma, and compared to healthy volunteers. Serum melatonin levels were measured at four daily intervals at 0400 h, 1000 h, 1600 h, and 2200 h for 7 days post-ICU admission by commercial enzyme linked immunosorbent assay. The geometric mean concentrations (95% confidence intervals) of melatonin in these groups showed no difference being 8.3 (6.3-11.0), 9.3 (7.0-12.3), and 8.9 (6.6-11.9) pg/mL, respectively, in TBI, trauma, and intensive care cohorts. All of these patient groups demonstrated decreased melatonin concentrations when compared to control patients. This study suggests that TBI as well as ICU conditions, may have a role in the dysfunction of melatonin. Monitoring and possibly substituting melatonin acutely in these settings may assist in ameliorating long-term sleep dysfunction in all of these groups, and possibly contribute to reducing secondary brain injury in severe TBI.

Postoperative intracranial haemorrhage: a review.

Postoperative haemorrhage (POH) is one of the most serious complications of any cranial neurosurgical procedure and is associated with significant morbidity and mortality. The relative paucity of work investigating this postoperative complication prompted us to undertake a review of the literature, focussing on demographic, clinical, and surgical risk factors. A literature search was undertaken using Ovid MEDLINE (1950-2009) using keywords including craniectomy, craniotomy, neurosurgery, intracranial, reoperation, repeat craniotomy, postoperative, haemorrhage, haematoma, and bleeding. The rates of POH following intracranial procedures reported in the literature vary greatly, and meaningful comparison is difficult. We defined postoperative haemorrhage as that following craniotomy, which is clinically significant and requires surgical evacuation. Risk factors include pre-existing medical comorbidities including hypertension, coagulopathies and haematological abnormalities, intraoperative hypertension and blood loss, certain lesion pathologies including tumours, chronic subdural haematomas, and deficiencies in haemostasis. We conclude by providing recommendations for clinical practice based on the literature reviewed to aid clinicians in the detection and avoidance of POH.