The Impact of Artificial Intelligence on Health Equity in Oncology: Scoping Review.

BACKGROUND: The field of oncology is at the forefront of advances in artificial intelligence (AI) in health care, providing an opportunity to examine the early integration of these technologies in clinical research and patient care. Hope that AI will revolutionize health care delivery and improve clinical outcomes has been accompanied by concerns about the impact of these technologies on health equity. OBJECTIVE: We aimed to conduct a scoping review of the literature to address the question, "What are the current and potential impacts of AI technologies on health equity in oncology?" METHODS: Following PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews) guidelines for scoping reviews, we systematically searched MEDLINE and Embase electronic databases from January 2000 to August 2021 for records engaging with key concepts of AI, health equity, and oncology. We included all English-language articles that engaged with the 3 key concepts. Articles were analyzed qualitatively for themes pertaining to the influence of AI on health equity in oncology. RESULTS: Of the 14,011 records, 133 (0.95%) identified from our review were included. We identified 3 general themes in the literature: the use of AI to reduce health care disparities (58/133, 43.6%), concerns surrounding AI technologies and bias (16/133, 12.1%), and the use of AI to examine biological and social determinants of health (55/133, 41.4%). A total of 3% (4/133) of articles focused on many of these themes. CONCLUSIONS: Our scoping review revealed 3 main themes on the impact of AI on health equity in oncology, which relate to AI's ability to help address health disparities, its potential to mitigate or exacerbate bias, and its capability to help elucidate determinants of health. Gaps in the literature included a lack of discussion of ethical challenges with the application of AI technologies in low- and middle-income countries, lack of discussion of problems of bias in AI algorithms, and a lack of justification for the use of AI technologies over traditional statistical methods to address specific research questions in oncology. Our review highlights a need to address these gaps to ensure a more equitable integration of AI in cancer research and clinical practice. The limitations of our study include its exploratory nature, its focus on oncology as opposed to all health care sectors, and its analysis of solely English-language articles.

Thromboelastography in elective total hip arthroplasty.

BACKGROUND: Hypercoagulability plays an important role in predisposing patients to venous thromboembolism (VTE) after total hip arthroplasty (THA). We used thromboelastography (TEG) to examine the coagulation status of patients undergoing THA. AIM: To examine coagulation as measured by TEG in patients undergoing THA who received standard VTE chemoprophylaxis with enoxaparin. METHODS: After ethical approval, we performed a retrospective analysis of data collected in patients undergoing primary elective THA. We analyzed TEG data on samples performed before skin incision, intraoperatively and for 5 d postoperatively. Conventional coagulation tests were performed preoperatively and on postoperative day 5. RESULTS: Twenty patients undergoing general anesthesia and 32 patients undergoing spinal anesthesia (SA) were included. TEG demonstrated a progressively hypercoagulable state postoperatively, characterized by elevated maximum amplitude. TEG also demonstrated transient intraoperative hypercoagulability in patients receiving SA. In contrast, conventional coagulation tests were normal in all patients, pre- and postoperatively, except for an increase in plasma fibrinogen day 5 postoperatively. CONCLUSION: Despite VTE prophylaxis, patients following total hip replacement remain in a hypercoagulable state as measured by both TEG and conventional tests. This group may benefit from more optimal anticoagulation and/or additional perioperative hemostatic monitoring, via TEG or otherwise.

Fast-track recovery program after cardiac surgery in a teaching hospital: a quality improvement initiative.

OBJECTIVE: Fast-track cardiac anesthesia (FTCA) is a technique that may improve patient access to surgery and maximize workforce utilization. However, feasibility and factors impacting FTCA implementation remain poorly explored both locally and internationally. We describe the specific intraoperative and postoperative protocols for our FTCA program, assess protocol compliance and identify reasons for FTCA failure. RESULTS: We tested the program in 16 patients undergoing elective cardiac surgery requiring cardiopulmonary bypass. There was 100% compliance with the FTCA protocols. Four (25%) patients successfully completed the FTCA protocol (extubated < 4 h postoperatively and discharged from the intensive care unit on the same operative day).

Increased incidence of glaucoma medication usage in middle-aged Australian males taking antiretroviral medication - a population-based study.

BACKGROUND: To investigate a possible association between glaucoma and the use of anti-retroviral therapy (ART) for HIV in the Australian population. METHODS: A retrospective review of Australian Pharmaceutical Benefits Scheme data was undertaken from July 2012 to December 2016, inclusive. Three patient groups were compared: those on both topical intraocular pressure (IOP) -lowering medication and ART, those on ART only, and those on IOP-lowering medication only, using the 2016 Australian resident population to estimate prevalence. Odds ratios (95% confidence intervals, [CI]) with Fishers exact test for p values were calculated stratified by age and gender. RESULTS: The number of prescriptions for topical glaucoma medications in the general Australian population increased progressively by age with a peak prevalence in those aged 80 years and above. Prevalence of ART was highest in males aged 40-49 and 50-59 years (0.41% [CI 0.40, 0.42] and 0.44% [CI 0.43, 0.45], respectively). Our analysis identified an increase in the prescription of IOP-lowering medication in males on ART aged 30-39 (OR 2.23 [CI 1.32, 3.75], p = 0.007) and 40-49 (OR 1.86 [CI 1.42, 2.43], p < 0.001), compared to those not on ART. There were no statistically significant increased odds for females or males aged 50 years or more. CONCLUSION: Compared with the known increase in glaucoma prevalence with age in the general Australian population, a statistically significant increased prevalence in use of IOP-lowering medications was found in males on ART aged 30-49 years. The mechanism for this is yet to be determined, but possible causes include sequelae of HIV infection, a drug-induced side effect, or increased medical surveillance.

Ocular trauma associated with falls in older people: A 10-year review from a state trauma service.

BACKGROUND: Falls are the leading cause of injury-related emergency presentations, hospital admissions and deaths in Victorians over the age of 65. While there is extensive literature analysing traumatic injuries resulting from falls in older patients, there is little data on ocular injuries in this patient group. METHODOLOGY: A retrospective audit of all patients over 65 years referred to the Ophthalmology Department of a tertiary hospital following fall from standing height between January 2009 and December 2018 to determine the demographics, injury setting, ophthalmic injuries, interventions and outcomes of ocular trauma secondary to falls. RESULTS: Two hundred and seventy patients (F = 155, M = 115) were included, with a mean age of 81 years. 180 falls (66.7%) occurred in a residential environment. The most common reason for referral was orbital fracture (n = 155). Severe ocular injuries included globe rupture (n = 23), retro-bulbar haematoma (n = 22), retinal detachment (n = 6) and traumatic optic neuropathy (n = 6). Forty patients (14.8%) presented with a visual acuity (VA) below 6/60 while 34 patients (12.5%) had a non-assessable VA secondary to delirium or intubation. Of these 34, 9 had a significant ocular injury. A total of 28 patients (10.4%) were permanently blinded by their injuries. Twenty-three patients (8.5%) required admission to ICU and 16 patients (5.93%) died during their in-hospital stay. Thirty-six injuries were referred beyond the 24-hour mark, including a globe rupture and a case of traumatic optic neuropathy. With the exception of the missed globe rupture, all other injuries requiring emergency surgery were operated on within 24 h. CONCLUSION: Falls in older people may be associated with sight-threatening ocular injuries which are common and easy to miss in this population demographic. The presence of ocular injuries in this patient group is associated with significant rates of in-hospital mortality and poor functional outcomes. It is therefore essential for trauma practitioners to perform a detailed and systematic assessment in order to identify sight-threatening ocular injuries and allow for expedient sight-saving intervention to be performed.

Severe pancreatitis complicated by abdominal compartment syndrome managed with decompressive laparotomy: a case report.

BACKGROUND: Abdominal compartment syndrome (ACS) is an uncommon complication of severe pancreatitis. It is defined as a sustained intraabdominal pressure (IAP) > 20 mmHg (with or without an abdominal perfusion pressure (APP) < 60 mmHg), associated with new organ dysfunction/failure. ACS confers a poor prognosis and should be promptly diagnosed and managed. However, it is often missed on clinical examination, leading to a delay of diagnosis. CASE PRESENTATION: A 38-year old Sri Lankan man presented with severe alcohol-induced pancreatitis associated with abdominal compartment syndrome. Diagnosis was delayed due to false reassurance from clinical examination. The patient was managed with a decompressive laparotomy, after which he required treatment with continuous renal replacement therapy (CRRT), total parenteral nutrition (TPN) and broad-spectrum antibiotics for a prolonged period of time. Despite significant post-operative multi-organ failure, the patient survived. CONCLUSIONS: Early trans-bladder measurement of IAP is important for severe pancreatitis. Serial measurements of IAP should be implemented early when any known risk factor for ACS is present in a critically ill patient.