AI education for clinicians.

Rapid advancements in medical AI necessitate targeted educational initiatives for clinicians to ensure AI tools are safe and used effectively to improve patient outcomes. To support decision-making among stakeholders in medical education, we propose three tiers of medical AI expertise and outline the challenges for medical education at different educational stages. Additionally, we offer recommendations and examples, encouraging stakeholders to adapt and shape curricula for their specific healthcare setting using this framework.

Divergent brain solute clearance in rat models of cerebral amyloid angiopathy and Alzheimer's disease.

Brain waste clearance from the interstitial fluid environment is challenging to measure, which has contributed to controversy regarding the significance of glymphatic transport impairment for neurodegenerative processes. Dynamic contrast enhanced MRI (DCE-MRI) with cerebrospinal fluid administration of Gd-tagged tracers is often used to assess glymphatic system function. We previously quantified glymphatic transport from DCE-MRI data utilizing regularized optimal mass transport (rOMT) analysis, however, information specific to glymphatic clearance was not directly derived.

Effect of Nicotine Replacement Therapy on Perioperative Pain Management and Opioid Requirement in Abstinent Tobacco Smokers Undergoing Spinal Fusion: A Double-blind Randomized Controlled Trial.

Background: Smoking negatively impacts postoperative outcomes but acute abstinence from smoking during hospitalization can increase postoperative pain, lower pain thresholds, disrupt pain management, and trigger hyperalgesia due to abrupt nicotine withdrawal in tobacco users. Nicotine replacement therapy has been recommended to minimize these complications. We hypothesized that a high dose (21 mg/24 h) transdermal nicotine (TDN) patch would reduce postoperative pain and opioid requirements.

Intracranial multimodal monitoring in neurocritical care (Neurocore-iMMM): an open, decentralized consensus.

Background: Intracranial multimodal monitoring (iMMM) is increasingly used in neurocritical care, but a lack of standardization hinders its evidence-based development. Here, we devised core outcome sets (COS) and reporting guidelines to harmonize iMMM practices and research.

Methods: An open, decentralized, three-round Delphi consensus study involved experts between December 2023 and June 2024.

Evaluating post-cardiac arrest blood pressure thresholds associated with neurologic outcome in children: Insights from the pediRES-Q database.

Background: Current Pediatric Advanced Life Support Guidelines recommend maintaining blood pressure (BP) above the 5th percentile for age following return of spontaneous circulation (ROSC) after cardiac arrest (CA). Emerging evidence suggests that targeting higher thresholds, such as the 10th or 25th percentiles, may improve neurologic outcomes. We aimed to evaluate the association between post-ROSC BP thresholds and neurologic outcome, hypothesizing that maintaining mean arterial pressure (MAP) and systolic blood pressure (SBP) above these thresholds would be associated with improved outcomes at hospital discharge.

Core outcome set of daily monitoring of gastrointestinal function in adult critically ill patients: a modified Delphi consensus process (COSMOGI).

Purpose: Gastrointestinal (GI) dysfunction is common in critically ill patients and associated with poor outcomes. There is a lack of standardised methods for daily monitoring of GI function. COSMOGI aimed to develop a Core Outcome Set (COS) for daily monitoring of GI function to improve consistency and comparability in future studies in critically ill patients.

Toward Precision in Nutrition Therapy.

Precision in critical care nutrition is paramount, as it focuses nutrition interventions on those patients most likely to benefit, or those who might potentially be harmed. Critical care nutrition must therefore be tailored to individual metabolic needs as determined by factors that control the capacity for tissue homeostasis and anabolic responses. This ideally involves the accurate and timely assessment of macronutrient and micronutrient requirements, a careful evaluation of metabolic response mechanisms and the identification of circumstances that might interfere with the productive utilization of dietary substrates.

Peritraumatic C-reactive protein levels predict pain outcomes following traumatic stress exposure in a sex-dependent manner.

Background: Chronic pain following traumatic stress exposure (TSE) is common. Increasing evidence suggests inflammatory/immune mechanisms are induced by TSE, play a key role in the recovery process versus development of post-TSE chronic pain, and are sex specific. In this study, we tested the hypothesis that the inflammatory marker C-reactive protein (CRP) is associated with chronic pain after TSE in a sex-specific manner.

Just-in-Time Simulation Training to Augment Overnight ICU Resident Education.

Patients who decompensate overnight experience worse outcomes than those who do so during the day. Just-in-time (JIT) simulation could improve on-call resident preparedness but has been minimally evaluated in critical care medicine (CCM) to date. To determine whether JIT training can improve residents' performance in simulation and if those skills would transfer to better clinical management in adult CCM.

Safety, tolerability and pharmacokinetics of subcutaneous cefazolin as an alternative to intravenous administration.

Background: Subcutaneous (SC) administration of antibiotics is a practical alternative to IV administration. Cefazolin is widely used for skin and soft tissue infections and other complex infections by IV administration.

Methods: In this prospective, cross-over self-controlled study, a single dose of SC cefazolin was administered to 15 stable inpatients established on IV cefazolin as part of their management plan.

Anesthesia Quality Improvement: Current State and Future Opportunities.

Continuous improvement of quality and safety is a professional obligation of anesthesiologists and an ongoing activity of all academic departments and private practices. Quality improvement is an infinite process that is never fully complete but that instead evolves over time in response to emerging threats to patient safety from new medications, new surgical procedures, and increased recognition of systematic threats. This review discusses current definitions and thinking in anesthesia quality improvement, outlines recommended efforts at the local department level, and makes suggestions for the projects and activities most likely to benefit the anesthesia patients and clinicians of the future.

Liberal or Restrictive Transfusion Strategy in Aneurysmal Subarachnoid Hemorrhage.

Background: The effect of a liberal red-cell transfusion strategy as compared with a restrictive strategy in patients during the critical care period after an aneurysmal subarachnoid hemorrhage is unclear.

Methods: We randomly assigned critically ill adults with acute aneurysmal subarachnoid hemorrhage and anemia to a liberal strategy (mandatory transfusion at a hemoglobin level of ≤10 g per deciliter) or a restrictive strategy (optional transfusion at a hemoglobin level of ≤8 g per deciliter). The primary outcome was an unfavorable neurologic outcome, defined as a score of 4 or higher on the modified Rankin scale (range, 0 to 6, with higher scores indicating greater disability) at 12 months.

A Scoping Review of End-of-Life Discussions and Palliative Care: Implications for Neurological Intensive Care in Latin America and the Caribbean.

Palliative care (PC) is essential to improve quality of life for individuals with life-limiting acute neurological conditions, particularly in resource-limited settings. In Latin America and the Caribbean (LAC), there is limited health care professional training and education on PC. We reviewed the peer-reviewed literature discussing end-of-life care, withdrawal of life-sustaining treatments (WOLST), and PC in the acute inpatient setting.

Development of web- and mobile-based shared decision-making tools in the neurological intensive care unit.

In the neurological intensive care unit (neuroICU), patients with severe acute brain injury (SABI) are rendered unable to make their own healthcare decisions. The responsibility of making life-or-death decisions, such as goals of care, is carried by surrogate decision-makers, usually families. In addition to the burden of decision-making, the emotional burden on families is further compounded by prognostication uncertainty, time-pressure for decision-making, and difficulties in understanding and interpreting the patient's values and preferences, ultimately resulting in potential clinician-family communication breakdown.

Difficult Encounters in Chronic Pain Patients: A Cohort Study.

Objective: To determine variables associated with difficult clinical encounters.

Patients And Methods: This was a cross-sectional study of 428 new patients evaluated from 2022 to 2023. Demographic, clinical, social (eg, missed appointments, prior felony conviction, prior pain physicians, medical assistance) and visit-related (eg, visit took longer than expected, difficulty communicating) information was recorded, supplemented by in-person history gathered by the trainee and attending whose demographic data were also recorded.

Challenges of Motherhood for Anesthesiologists: A Scoping Review.

Despite advancements in gender representation, female anesthesiologists continue to encounter challenges in career advancement that may be further impacted by motherhood. This scoping review examines personal and systemic barriers and facilitators to career advancement for anesthesiologists facing infertility, pregnancy, and childcare. The review identified 22 relevant studies across five themes: the timing of pregnancy and parental leave, breastfeeding and lactation needs, childcare and gender norms, job reentry and career advancement opportunities, and work-life balance and physician well-being.

World Stroke Organization (WSO): Global intracerebral hemorrhage factsheet 2025.

Background: Intracerebral hemorrhage (ICH) is stroke caused by non-traumatic bleeding into the brain.

Aim: This factsheet provides summary statistics for ICH from the 2021 Global of Burden of Diseases Study.

Methods: Data were downloaded from the GBD results platform using "intracerebral hemorrhage" as a Level 4 cause of death or injury, extracting key metrics (number, percent, rate) for measures (incidence, disabilty adjusted life years [DALYs], deaths) described in this factsheet.