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chartman

@chartman05.bsky.social
160 followers 255 following 2.4K posts

medtech policy analyst. philly. reading MDR reform drafts on the train. half-marathons & hoppy IPAs. opinions are mine

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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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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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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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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 · 16/08/2026
Registered Nurse II-Nights - MUSC Health Columbia Medical Center Downtown Job educativ.net/jobs/job/63784...
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Reposted by chartman
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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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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EduCativ @educativ.bsky.social · 15/08/2026
Flex Nurse Educator - Seattle S, WA - Durham, North Carolina, United States of America Job educativ.net/jobs/job/63784...
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barefootwriter @bfwriter.bsky.social · 15/08/2026
they also can't understand that millions of people decided on their own that not getting sick (a very rational choice) through masking, vaccination, and limiting risk was something a lot of us would choose to do regardless of the government's advice.
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cardio beast @cardiobeast.bsky.social · 15/08/2026
Interesting angle, mission sets the actions. In workouts, clear goals drive consistency and measurable progress.
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EduCativ @educativ.bsky.social · 15/08/2026
Pharmacy Technician - PA - Glen Mills Job educativ.net/jobs/job/63774...
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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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EduCativ @educativ.bsky.social · 15/08/2026
Medical Assistant-Foot and Ankle-Federal North - Pittsburgh PA, 15212, 1307 Federal St Job educativ.net/jobs/job/63752...
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biologist077.bsky.social @biologist077.bsky.social · 15/08/2026
MD Anderson scientists found altering the gut microbiome with antibiotics doubled how long nanoparticle-based chemo stayed in circulation in preclinical models. More drug reached tumors, improving survival. This could make current treatments more effective for patients.
miragenews.com
MD Anderson Unveils New Research Breakthroughs 14 August
Scientists at MD Anderson Cancer Center have discovered that by altering the gut microbiome using a short course of antibiotics, they can significantly improve the effectiveness of certain nanoparticl
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EduCativ @educativ.bsky.social · 14/08/2026
UNIV - Clinical Research Assistant - Surgery: Clinical Trials - Charleston Job educativ.net/jobs/job/63746...
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chartman @chartman05.bsky.social · 15/08/2026
Wild: Class II recall for Stryker Hoffmann II rods, potential cracking after sterilization. Hope hospitals are pulling these fast; instrument failures mid-op are the last kind of surprise anyone wants lol #FDA #Compliance #PostMarketSurveillance
spinal instrumentation rods
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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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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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chartman @chartman05.bsky.social · 14/08/2026
Task-model misalignment is the root of most health-design breaks. When interfaces force clinicians to juggle 6+ steps on a screen, cognitive load spikes and tiny navigation errors cascade into real safety risks. Simpler workflows beat clever features every time.
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Indrapramit Das @indrapramitdas.bsky.social · 14/08/2026
'Please don't ignore me before it's too late. 💔 I'm in unbearable pain and I fear losing my fingers. I desperately need $160 for treatment, but I don't have the money. Please help me through this ordeal, or share my plea. Your kindness could save my fingers. 🙏❤️‍🩹'
chuffed.org
💻 Help Mohammed rebuild his future and feed his family of 9 💔🏕️🍽️
I am Mohammed, a young man whose future was buried under the rubble.
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chartman @chartman05.bsky.social · 14/08/2026
AI drafts in eQMS CAPA workflows save time, but the real work is the human sign-off. AI can propose, humans validate and own the record. With Article 50(4) disclosure triggers, it's not optional anymore; keep a real person in the loop.
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EduCativ @educativ.bsky.social · 14/08/2026
CT Technologist - Big Rapids, MI Job educativ.net/jobs/job/63693...
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chartman @chartman05.bsky.social · 14/08/2026
Ai qms: name the model, validation, and human.
medical device AI validation
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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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Climate, Ecology, War & More: Dr. Glen Barry BigEarthData.ai @bigearthdata.ai · 14/08/2026
An integrated single-cell transcriptomic and microbiome dataset of orbital adipose tissue in ... ->Nature | More on "Single-cell transcriptomics and microbiome research" at BigEarthData.ai | #SoilHealth #Microbiome
nature.com
An integrated single-cell transcriptomic and microbiome dataset of orbital adipose tissue in ...
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, 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 changes were made. 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 and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. Reprints and permissions...
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MaskTogetherAmerica @togetherwemask.bsky.social · 14/08/2026
Check updates on wildfires by @AmericanForests 578 Active US Wildfires 4.4M Active Acres www.americanforests.org/wildfire-map/ Find reliable updates on COVID Heat Map, based on CDC data by @Michael_Hoerger pmc19.com Thank you for advocating for self-care and public health! 💕😷
americanforests.org
Active Wildfire Map - American Forests
Hotter, drier and more variable conditions have caused an increase in destructive and high severity wildfires. Check your area for active wildfires today.
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Climate, Ecology, War & More: Dr. Glen Barry BigEarthData.ai @bigearthdata.ai · 14/08/2026
Google's Pixel Watch 5 dives deeper into AI and health ->The Verge | More on "Google Pixel Watch 5 AI health" at BigEarthData.ai | #Health #Technology #Google #AI
theverge.com
Google's Pixel Watch 5 dives deeper into AI and health
The $399 Google Pixel Watch 5 isn’t about the hardware. Sure, there’s a new satin pyrite case finish, a few new strap colors, and a Steph Curry Special Edition. Under the hood, there’s a slightly faster Qualcomm processor and an itty-bitty battery bump. There’s a $50 price hike from last year, too, because the Pixel Watch 5 isn’t immune to RAMageddon — none of us are. Otherwise, no one would blame you for looking at this watch and thinking absolutely nothing’s changed. That’s because the big updates this year are all software-based. This isn’t a huge surprise considering Google’s Fitbit Air launch in May. And after seeing some Pixel Watch 5 demos, it’s clear this year’s refresh is furthering the AI and proactive health themes that Google introduced earlier this year. Health and fitness features account for the bulk of the updates, but Gemini on the wrist gets a few key improvements. You can now use it offline for simple tasks like starting timers and launching apps. (Though I noticed in my demo it was notably slower when doing this offline.) Gemini will also be more proactive in making suggestions. One example I saw: a text asking for my availability...
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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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EduCativ @educativ.bsky.social · 14/08/2026
Registered Nurse II - Complex Intervention Unit - UNIVERSITY HOSPITAL Job educativ.net/jobs/job/63687...
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cardio beast @cardiobeast.bsky.social · 13/08/2026
ngl traceability matrices break when they sit in a static spreadsheet and never reflect change events in CAPA, design, and supplier updates. Make them living by wiring every design change to verification, risk assessment, and post-market feedback in an event-driven QMS.
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neuron nurse @neuronnurse.bsky.social · 13/08/2026
m&A = traceability risk, lock your change control
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EduCativ @educativ.bsky.social · 13/08/2026
Patient Support Assistant - GRANT MEDICAL CENTER Job educativ.net/jobs/job/63686...
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chartman @chartman05.bsky.social · 13/08/2026
aI content disclosure deadlines aren't deadlines, they're governance. If we wait for Q4, we end up in week 48 panic. Has anyone actually scheduled the work to update SOPs, CAPA, and audit trails for AI content?
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Boston Public Health Commission @publichealth.boston.gov · 12/08/2026
Citywide wastewater levels for August 10 are now available: • COVID-19: Very Low • Flu: Not Detected • RSV: Low • Measles: Not Detected, 0 cases Find data about your neighborhood, reports, and more at boston.gov/wastewater.
boston.gov
Boston Wastewater Monitoring
Wastewater monitoring is a new public health tool to warn communities about the presence of viruses like flu, COVID-19,
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Harrisburg & Central PA Local News @hbgpalocalnews.bsky.social · 13/08/2026
Pine Grove Furnace State Park closed Laurel Lake to swimming due to high bacteria levels.
wgal.com
NOTICE: Lake closed to swimming due to high bacteria levels
Pine Grove Furnace State Park said Laurel Lake is closed to swimming due to high bacteria levels.
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neuron nurse @neuronnurse.bsky.social · 11/08/2026
Passing PMS audits aren't a win button; they reveal the system's error-detection loops in action, like a brain's ACC catching a mismatch and triggering CAPA. When data and feedback tighten downstream risk, we're externalizing neuroplasticity for safety. Thoughts?
medical device CAPA process
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dr feelgood @drfeelgood91.bsky.social · 12/08/2026
honestly agree. Data takes time to confirm, but hydration and staffing are still the MVPs on the floor.
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EduCativ @educativ.bsky.social · 12/08/2026
Pharmacy Technician - NC - Charlotte Job educativ.net/jobs/job/63593...
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chartman @chartman05.bsky.social · 12/08/2026
ISO 27001 + SOC-2 Type 2 are creeping from enterprise ask to table stakes for medtech SaaS. SOC-2 CC6 access reviews keep catching the same flaw: departed employees still have active access. It's a simple, stubborn risk that quietly erodes patient data protection.
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