#cardiacarrest — Public Fediverse posts

Using Geospatial Analysis and Explainable Machine Learning to Examine Risk Factors of Out-of-Hospital Cardiac Arrest Survival Outcome
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https://openscholar.uga.edu/record/26998/files/Zhang_uga_0077E_16145.pdf <-- shared technical publication / dissertation
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https://www.aag.org/award-grant/william-l-garrison-award-for-best-dissertation-in-computational-geography/ <-- shared @AAG William L. Garrison Award for Best Dissertation in Computational Geography
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[again, way outside any expertise I might have, but fascinating spatial analysis use case…]
H/T @Jielu Zhang | Postdoctoral Researcher @ Harvard University
“[The authors] Ph.D. dissertation "Using Geospatial Analysis and Explainable Machine Learning to Examine Risk Factors of Out-of-Hospital Cardiac Arrest Survival Outcome" [1st link above] has received the 2026 biennial William L. Garrison Award for Best Dissertation in Computational Geography from the American Association of Geographers… [2nd link above.]
In [their] research, [they] develop[ed] Explainable GeoAI and Causal GeoAI methods that combine geographic data and artificial intelligence to expose and ameliorate health disparities by delivering models that not only predict risks but also illuminate how and where to intervene. While [their] dissertation focused on cardiovascular disease, these approaches are broadly applicable to public health, medicine, urban planning, environmental exposure, and resilience research…”
#explainable #causal #AI #model #modeling #PublicHealth #GIS #spatial #mapping #spatialanalysis #spatiotemporal #AAG2026 #AAG #Award #geostatistics #Georgia #health #risk #hazard #cardiacarrest #cardiovacscular #usecase #metrics #midocine #urbanplanning #resilience #survival #OutofHospital #PhD #Dissertation #CardiacArrest #AutomatedExternalDefibrillator #SpatialOptimization #GeographicallyExplainableArtificialIntelligence #GeoAI #GeoXAI #SpatiallyAwareCausalInference #OverlayedSpatioTemporalOptimization #healthcare #medical #intervention #GIS #spatial #mappingt #spatialanalysis #spatiotemporal #heart #heartattack #AED #survival #survivaloutcomes #machinelearning #AI #publichealth #healthgeographers #counterfactual #explainable #deeplearning #model #modeling

At the end of April, we saw #degraved #cadavericincubator #warpchamber and #cardiacarrest at #MusicOn in #denhaag Warning! This playlist is #deathmetal heavy and not for the faint-hearted!
https://www.youtube.com/watch?v=d4e6Yi8tpyQ&list=PLmn2ED1LqEvCeF0HAYHgjs2qb_ZCvf0JF

Young Doctors Succumbing to Cardiac Events Amidst Scrutiny of Medical Profession's Demands

Young doctors in Chennai are dying from cardiac arrests. This news explains why long work hours and stress may be causing these deaths.

#ChennaiDoctors, #CardiacArrest, #MedicalBurnout, #DoctorHealth, #LongWorkHours

https://newsletter.tf/chennai-young-doctors-cardiac-arrests-long-hours/

Several young doctors in Chennai have recently died from heart attacks. This is a worrying trend for the medical profession.

#ChennaiDoctors, #CardiacArrest, #MedicalBurnout, #DoctorHealth, #LongWorkHours
https://newsletter.tf/chennai-young-doctors-cardiac-arrests-long-hours/

Nothing can stop #deathmetal Not even a burning Marshall amp. That’s what we learnt tonight at #MusicOn The #denhaag venue was hosting #degraved #cadavericincubator #warpchamber and #cardiacarrest Each of them has its own spin on the genre yet it’s clear they all drank from the same hallowed, ancient wellsprings.