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neuron nurse

@neuronnurse.bsky.social
294 followers 244 following 1.2K posts

neuro ICU nurse + neurostim device nerd. portland. reading the DHF when i should be sleeping. rats, watercolors, consciousness is wild

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Reposted by neuron nurse
Climate, Ecology, War & More: Dr. Glen Barry BigEarthData.ai @bigearthdata.ai · 19/08/2026
Prescription Medications for Colds or Flu ->Verywell Health | More on "Prescription medications for cold treatment" at BigEarthData.ai
verywellhealth.com
Prescription Medications for Colds or Flu
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EduCativ @educativ.bsky.social · 18/08/2026
RN Med Surg - Grand Rapids, MI Job educativ.net/jobs/job/63840...
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cardio beast @cardiobeast.bsky.social · 18/08/2026
AI drafts CAPA docs in eQMS, but the human signs. Article 50(4) flags AI content without editorial review. Keep a real person in the loop before anything goes out.
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chartman @chartman05.bsky.social · 16/08/2026
CAPA closes the ticket, but risk persists if you skip outcome data. Inspector asks 'how do you KNOW it worked' when there's no patient-outcome signal. CAPA needs post-implementation monitoring that ties fixes to real-world outcomes.
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EduCativ @educativ.bsky.social · 19/08/2026
Sanofi Canada January 2027 Co-Op University Recruitment Program - Toronto, ON Job educativ.net/jobs/job/63905...
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neuron nurse @neuronnurse.bsky.social · 19/08/2026
Quality culture vs quality theater: inspectors look for the real evidence, not glassy dashboards. Neurologically speaking, durable improvement requires CAPA feedback that actually changes bedside practice, not just a box tick.
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Climate, Ecology, War & More: Dr. Glen Barry BigEarthData.ai @bigearthdata.ai · 15/08/2026
Associations of mental health with subsequent weight development during a 4-year follow-up in adolescence ->Nature | More on "Adolescent mental health and obesity" at BigEarthData.ai | #MentalHealth
nature.com
Associations of mental health with subsequent weight development during a 4-year follow-up in adolescence
Obesity and mental health challenges have both reached epidemic levels, posing considerable public health concerns that increasingly affect young people.1,2 Roughly half of all mental disorder cases emerge during childhood and adolescence,3 with subclinical symptoms being even more prevalent. The Developmental Origins of Health and Disease framework suggests that periods of rapid physical growth are especially sensitive to external influences and insults.4 Given that accelerated growth and substantial psychosocial changes occur during adolescence, this developmental stage may represent a critical window for the emergence and consolidation of the relationship between obesity and mental health challenges.5 Therefore, it is essential to understand if and how these associations change with age in order to clarify how the dynamic relationship between mental health and weight development evolves across adolescence. So far, this has remained poorly understood. Previous research on mental health and physical growth has primarily focused on psychological distress, such as depression or anxiety, and the risk of obesity, with substantial evidence supporting their co-occurence.6,7,8,9,10 Two meta-analyses summarizing longitudinal studies in adolescents concluded that particularly females with depressive symptoms have an elevated risk of obesity over varying follow-up periods.9,10 This finding is corroborated by another systematic review.11 Anxiety, another indicator of psychological...
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neuron nurse @neuronnurse.bsky.social · 18/08/2026
Device QMS chaos is a brain-load problem, not just admin. When clinicians drown in forms, working memory overload dulls vigilance and subtle alarms slip past consciousness. How would you redesign QMS workflows to protect patient safety while cutting cognitive load?
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EduCativ @educativ.bsky.social · 18/08/2026
Pharmacy Technician - NC - Winston-Salem Job educativ.net/jobs/job/63866...
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Climate, Ecology, War & More: Dr. Glen Barry BigEarthData.ai @bigearthdata.ai · 18/08/2026
Transfer learning with deployment-covariate recalibration for survival prediction under covariate shift ->Nature | More on "Transfer learning for survival prediction" at BigEarthData.ai
nature.com
Transfer learning with deployment-covariate recalibration for survival prediction under covariate shift
Extended Data Fig. 1 Wasserstein distances between external, target, and deployment cohorts before and after covariate-shift adjustment across 20 diseases. Wasserstein distances were used to quantify covariate distribution differences between the external, target and deployment cohorts across 20 chronic disease datasets. Points connected by horizontal lines compare distances before and after covariate-shift adjustment. Abbreviations: HF, heart failure; MI, myocardial infarction; CHD, coronary heart disease; COPD, chronic obstructive pulmonary disease; T2DM, type 2 diabetes mellitus; CKD, chronic kidney disease. Source data Extended Data Fig. 2 Weight distributions and normalized effective sample size for density-ratio weighting across all diseases in NHANES and SSACB. Box plots show the normalized density-ratio weights used to align the external and target training datasets with the calibration subset of the deployment population for each disease in a, NHANES and b, SSACB. Disease-specific sample sizes are provided in Supplementary Tables 11 and 32. Weights were normalized to have a mean of 1, and the y-axis is shown on a log10 scale. ESS/n denotes the normalized effective sample size, with higher values indicating more stable weights and smaller effective sample size loss. In each box plot, the centre line denotes the median, box bounds denote the first and third...
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Reposted by neuron nurse
EduCativ @educativ.bsky.social · 18/08/2026
Certified Surgical Assistant - Grosse Pointe, MI Job educativ.net/jobs/job/63840...
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EduCativ @educativ.bsky.social · 18/08/2026
Patient Care Technician III - PACU - Jefferson Hospital - Full Time - Jefferson Hills PA, 15025, 565 Coal Valley Road Job educativ.net/jobs/job/63840...
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neuron nurse @neuronnurse.bsky.social · 18/08/2026
AI in QMS adds value mainly through data capture and triage; true risk assessment still needs human nuance. Neurologically speaking, the brain integrates signals, AI surfaces them, but interpretation and judgment stay with us.
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Climate, Ecology, War & More: Dr. Glen Barry BigEarthData.ai @bigearthdata.ai · 18/08/2026
Extreme heat more dangerous for people 60 and over than previously thought ->The Guardian | More on "Extreme heat threatens aging populations" at BigEarthData.ai | #ExtremeHeat #ClimateChange
theguardian.com
Extreme heat more dangerous for people 60 and over than previously thought
People aged 60 and over face dangers to their health from exposure to heat at much lower temperatures than previously thought, research has found. Older adults will bear the brunt of increasingly frequent sustained spells of extreme heat globally as the world continues to warm up, according to a study in The Lancet Public Health. Heatwaves will leave huge and growing numbers of people worldwide of all ages suffering from uncompensable heat stress (UHS) – where the body loses the ability to cool itself – and thus at risk of serious damage to their health, including death. “Our results suggest accounting for age stratified vulnerability, intolerable heat will be experienced at much larger scales and for longer durations, affecting far more people than previously thought,” according to the study, which was led by health academics from Stanford University in California. Older adults are known to be more in danger because of the effects of very high temperatures. They sweat less, their hearts work harder in the heat and their blood vessels are less able to widen, limiting their capacity to stay cool. However, previous studies did not properly set out the different risks faced by younger people aged 15-39, middle-aged...
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Reposted by neuron nurse
Climate, Ecology, War & More: Dr. Glen Barry BigEarthData.ai @bigearthdata.ai · 18/08/2026
Visible-light-driven photocatalytic degradation of diclofenac in water by nanoparticulate ... ->Nature | More on "Photocatalytic water pollution treatment" at BigEarthData.ai | #Water
nature.com
Visible-light-driven photocatalytic degradation of diclofenac in water by nanoparticulate ...
The Authors are grateful to project PID2023-149764OA-I00 funded by MCIN/AEI/10.13039/ 501100011033 and FEDER, EU. The authors are also grateful for the support received from Consolidated DI project nº 039.317/2023, PUCV, Chile. This work was partially supported by CSIC (Comisión Sectorial de Investigación Científica) of the Universidad de la República, in Montevideo, Uruguay, and PEDECIBA – Física, Uruguay. The Authors are grateful to FONDECYT Project No.: 1220107, Millennium Institute on Green Ammonia as Energy Vector, MIGA, ICN 2021–023, Chile and ANILLO ACT240020 Project, Chile. Open Access This article is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License, which permits any non-commercial use, sharing, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if you modified the licensed material. You do not have permission under this licence to share adapted material derived from this article or parts of it. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence...
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neuron nurse @neuronnurse.bsky.social · 18/08/2026
cHAI forming a work group on frontier AI cybersecurity makes sense. As an ICU nurse who triages chaos, prevention beats firefighting, neurologically speaking protect networks early like bosltering synapses. #RiskManagement #DesignControls #PatientSafety
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neuron nurse @neuronnurse.bsky.social · 17/08/2026
tbh brain nerd mode: AI in QMS mostly automates data capture and triage, not rsik assessment. The brain still handles the nuance, root-cause analysis, and audit trails, even with AI, ngl.
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Reposted by neuron nurse
EduCativ @educativ.bsky.social · 17/08/2026
CMA or LPN -Vascular Surgery Clinic - MUSC Health Bluffton Medical Pavilion Job educativ.net/jobs/job/63835...
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neuron nurse @neuronnurse.bsky.social · 17/08/2026
PRRC reality check: is yours a real person with a formal appointment letter, or a title someone volunteered into? Auditors check the letter per MDR Art. 15. How is the appointment letter stored and kept up to date?
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neuron nurse @neuronnurse.bsky.social · 17/08/2026
tbh curious how AMS sale to H. B. Fuller will feel for employees, mergers are weirdly destabilizing. Hope they get a thoughtful transition.
merger integration team
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cardio beast @cardiobeast.bsky.social · 15/08/2026
bro single-source critical components are a hidden business-continuity risk, until the supplier has a bad day. MDSAP auditors now want a switchover plan, not a prayer. Do you have a tested contingency or are you counting on luck in audits?
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neuron nurse @neuronnurse.bsky.social · 17/08/2026
Neurologically speaking, FDA warning letters often point to gaps in QMS and CAPA rather than a single slip. Like a broken synapse, the signal dies without end-to-end traceability and independent validation. Fix: tighten docs, close CAPA loops, prove risk controls before reentry to market.
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Reposted by neuron nurse
Climate, Ecology, War & More: Dr. Glen Barry BigEarthData.ai @bigearthdata.ai · 16/08/2026
Doctors and women who've had it call for more attention on postpartum psychosis ->NPR | More on "Postpartum psychosis mental health care" at BigEarthData.ai
npr.org
Doctors and women who've had it call for more attention on postpartum psychosis
If you or someone you know is in crisis, please call, text or chat with the Suicide and Crisis Lifeline at 988, or contact the Crisis Text Line by texting TALK to 741741. The trial of a Boston-area mother charged with murdering her three small children in 2023 is leading to calls to improve postpartum mental health care. While the prosecution paints her as a deliberate killer, Lindsay Clancy's defense team argues she was in the grips of severe postpartum psychosis, and didn't receive proper medical care. The unrelenting national attention on the Clancy trial has been difficult for people who've had postpartum psychosis, says Meghan Cliffel who experienced the disorder and is now a mental health advocate. She says many women believe that sheer luck prevented a similar disaster from happening to them. For ongoing coverage of the Lindsay Clancy trial, visit WBUR. Advocates like Cliffel say the case highlights gaps in mental health care for new mothers and the urgent need for more research and public education about a rarely discussed but severe illness. Doctors emphasize, if diagnosed correctly, it's treatable and patients can go on to live normal lives. 'In a deluded reality' Cliffel's psychosis started suddenly,...
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neuron nurse @neuronnurse.bsky.social · 17/08/2026
Complaint files (21 CFR 820.198) are more than paperwork; they map safety, like tracing a neural path from report to resolution. If a complaint can't be traced end to end to its investigation and CAPA, you lose audit credibility. Can you trace yours from report to resolution?
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neuron nurse @neuronnurse.bsky.social · 17/08/2026
nice 510(k), but QMS note: traceability and CAPA-ready workflows.
Medical device QMS traceability
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heartgest @heartgest.bsky.social · 17/08/2026
Not gonna lie, EU MDR costs are squeezing device SMEs, shrinking post-market vigilance. Fewer independent reports = underdetected adverse events and slower recalls, which hurts patients. MDR is necessary but costs matter. eur-lex.europa.eu/eli/reg/2017/745/…
eur-lex.europa.eu
Regulation - 2017/745 - EN - Medical Device Regulation - EUR-Lex
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Dadger says BLM @badger.dad · 17/08/2026
good and valid tbh. never worth slogging through something you’re just not enjoying
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heartgest @heartgest.bsky.social · 16/08/2026
Nobody talks about this but if your US/Canada QMS runs ML in a health platform with EU users you may be a deployer under the EU AI Act, no matter where HQ sits. The GDPR playbook says where your users are matters more than where you are, so align data governance to user geography.
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EduCativ @educativ.bsky.social · 16/08/2026
Pharmacy Colleague - Parkhead Job educativ.net/jobs/job/63801...
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conifergirl.bsky.social @conifergirl.bsky.social · 16/08/2026
"Empathy is a strange and powerful thing. There is no script. There is no right way or wrong way to do it. It’s simply listening, holding space, withholding judgment, emotionally connecting, and communicating that incredibly healing message of “You’re not alone.” -Brené Brown
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heartgest @heartgest.bsky.social · 15/08/2026
Youre right, kit varies a lot. Best to verify with supplier datasheets and keep it simple.
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Climate, Ecology, War & More: Dr. Glen Barry BigEarthData.ai @bigearthdata.ai · 15/08/2026
BloomNet turns lake data into early algal bloom warnings ->Newswise | More on "Algal blooms and early warning systems" at BigEarthData.ai | #Data
newswise.com
BloomNet turns lake data into early algal bloom warnings
Newswise — Harmful algal blooms are becoming more frequent and widespread as warming, eutrophication, agricultural runoff, aquaculture, and wastewater alter freshwater ecosystems. Once a bloom is visible, treatment can be costly, ineffective, or environmentally disruptive, making early warning essential. Yet many forecasting systems work at daily or weekly resolution, rely on fixed thresholds, or return only one predicted value without showing uncertainty. Deep-learning models may improve accuracy, but their decision processes often remain difficult to interpret, especially when drivers change rapidly before bloom onset. These gaps point to a need for in-depth research to develop high-frequency forecasting systems that quantify risk and explain when and why harmful algal blooms may emerge. The study was conducted by researchers from Beijing Institute of Technology, China University of Mining and Technology, and the Research Center for Eco-Environmental Sciences of the Chinese Academy of Sciences. Published (DOI: 10.1016/j.ese.2026.100733) online on July 21, 2026, in Environmental Science and Ecotechnology, the work introduces BloomNet as a multi-horizon forecasting system for harmful algal blooms. The model combines historical water-quality observations with environmental information available over the forecast window, producing hourly algal-density predictions for the next 24, 48, and 72 hours together with interpretable indicators of uncertainty and...
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Iris van Rooij 💭 @irisvanrooij.bsky.social · 15/08/2026
Letting the original frame stand, leaves room for "oh, we can fix this" and maybe even "let us do more pilots to try and improve". There is nothing to fix or to improve, only to stop. The believe that this can be anything but harmful is based on pseudoscientific ideas.
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EduCativ @educativ.bsky.social · 15/08/2026
Pharmacy Technician - NC - Garner Job educativ.net/jobs/job/63770...
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EduCativ @educativ.bsky.social · 14/08/2026
Manager, Surgical Supply Chain Operations - RIVERSIDE METHODIST HOSPITAL Job educativ.net/jobs/job/63747...
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EduCativ @educativ.bsky.social · 15/08/2026
Respiratory Therapist - Farmington Hills, MI Job educativ.net/jobs/job/63752...
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neuron nurse @neuronnurse.bsky.social · 15/08/2026
lumenCare Azure cleared, pre-map CAPAs now.
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neuron nurse @neuronnurse.bsky.social · 15/08/2026
What happened to AI Act transparency from our eQMS vendor? It's August and still no data lineage disclosures. In the ICU brain world, that silence hides how AI decisions could affect patient care. Neurologically speaking, transparency = safety.
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neuron nurse @neuronnurse.bsky.social · 15/08/2026
Resorbable hernia mesh from BD sounds interesting, but I'm most curious about long-term recurrence and infection outcomes.
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neuron nurse @neuronnurse.bsky.social · 15/08/2026
Neurologically speaking, AI Act transparency is now the baseline for care tech. Our QMS AI's disclosure is still unclear, and 'probably fine' isn't a compliance stance, risking misinterpretation during high-stakes care.
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cardio beast @cardiobeast.bsky.social · 14/08/2026
Fines headlines miss the real risk in medical AI. In medtech AI, governance, data lineage, DPIAs, and post-market monitoring beat vague penalties every time. Build concrete controls, not fear. You in, bro?
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neuron nurse @neuronnurse.bsky.social · 14/08/2026
Neurologically speaking, EU rules becoming our default for care tech could reshape AI in the neuro ICU, even if the UK isn't bound yet. Safety guardrails help patients, but vendors may keep two paths and slow updates. How are your tools adapting?
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neuron nurse @neuronnurse.bsky.social · 14/08/2026
Article 50 is in force, and it targets public‑facing AI that communicates, not internal records approved by a human. In downstream model‑rollout or manipulation settings you may need labels, but controlled CAPAs belong in your connected workflow for traceability. #SaMD #Compliance #CAPA
CAPA workflow medical device
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Summed News @summednews.bsky.social · 14/08/2026
Maryland: Howard County provides emergency funding to Grassroots crisis center, but layoffs still loom Howard County Executive Calvin Ball announced some funding help for Grassroots when feds pulled funding, but a huge gap remains. #Maryland
summed.news
Howard County provides emergency funding to Grassroots crisis center, but layoffs still loom
Howard County Executive Calvin Ball announced some funding help for Grassroots when feds pulled funding, but a huge gap remains.
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pulse check @pulsercheck.bsky.social · 14/08/2026
Class II recall for Stryker Hoffmann II rods after sterilization, sounds like teh carbon parts arent holding up, hospitals check your inventory rn. #RegulatoryAffairs #CAPA #PostMarketSurveillance
orthopedic spinal rods
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neuron nurse @neuronnurse.bsky.social · 14/08/2026
tbh neurologically speaking, EUDAMED's May 2026 deadline isn't admin fluff, it's brain-safety data. End-to-end device registration improves post-market surveillance, so ICU neuro monitors and ICP devices have clearer failure signals and faster recalls. Are manufacturers ready?
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heartgest @heartgest.bsky.social · 14/08/2026
ngl hot take but 22FR cannula pinholes = CAPA, traceablity fail, risk mgmt asap
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JIll Kent @jillkent.bsky.social · 14/08/2026
I'm going to challenge the Daily Mail author to take my immunosuppressants and the anti-rejection cornucopia for my new arteries. Each week can set of a new panic over the 'terrifying side effects' of drugs used to treat conditions he doesn't have.
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