healthcare data mining.

Orange, CA
Joined February 2025
AI will become doctors. At minimum “augment” them. Doctors will provide the empathy and feelings part of healthcare.
2
2
196
Imagine, we have billions of healthcare data points ready to be used to build AI to change healthcare, but it’s all locked up in unstructured unusable format. We need to fix that.
1
2
191
There is so much untouched unstructured healthcare data. If we can extract it, analyze it, we can develop better AI to augment our healthcare.
1
1
152
AI beats cardiologists in detecting structural heart disease based on the EKG nature.com/articles/s41586-0…
3
16
1
48
5,455
Studies show current AI already surpass doctors in making diagnoses. When including human input into the mix accuracy drops! Exciting to see how future frontier AI models perform!
2
72
Imagine a future. AI doctor sees you, orders blood tests, makes the diagnosis, prescribes the medication. No more wait. No more wrong diagnoses. No more pain. Immediate, accurate healthcare. For EVERYONE. Let’s make it happen.
2
338
AI will commoditize healthcare. Make it more affordable and accessible to all. The future is bright! We need to embrace it to make it happen.
141
We are living in a simulation
100
AI is already better then doctors at making diagnoses. AI is more accurate than humans.
1
1
135
Training LLMs and watching it work/run inference is so gratifying
79
AI for diagnostics in healthcare is limited right now due to several regulatory factors. Biggest one is who is liable if it’s wrong 0.01% of the time? One fatal error would be a PR nightmare.
1
1
124
Custom developed locally ran AI models can extract data from unstructured medical notes with >98% accuracy! This provides the top privacy for sensitive healthcare data.
90
AI can make crazy accurate diagnoses. Better than humans! The future is bright.
1
103
Time is more valuable than money. Always take toll roads if it gets you home faster, no matter the monetary price.
1
1
88
Walking 12,000 steps before noon is next level.
1
73
Grok 4 is kinda insane. Coding issues that still couldn’t be solved by o3, Grok does in 1 prompt.
87
Are paid internet ads dead? A 2018 Adobe study found 28-30% of web visits showed "non-human" bot behavior, inflating clicks & impressions. Are we just paying for bots on Google & FB? Social media marketing and organic reach is probably the way to go. #DigitalMarketing #MarketingTips
3
222
JAMA study shows coronary artery calcium (CAC) scoring + CCTA in intermediate risk patients slows plaque progression. Driven by: 1. More Statin use (High intensity Atorvastatin 40mg) 2. CAC/CCTA visualization boosts patient adherence (consistent with prior studies). Consistent with standard practice - we see plaque (clinical ASCVD) = start statin regardless of LDL #HeartHealth #CACScoring #CCTA #Statins #Cardiology jamanetwork.com/journals/jam…
1
159