Healthcare data is potentially the highest value data as @UkashatBalaCCII points out. Before Meta, I worked on building custom NLP for healthcare. I leant that the challenge was not in improving precision and recall of the model, but in accessing high quality data. In US, your healthcare data is held hostage by EHR mafias, under the garb of privacy and compliance. In emerging economies, EHR is entirely disorganized or missing. If your health data is hosted on Shelby and controlled by you, you effectively have a global EHR system where - - a patient will have their entire history to share with any doctor in any corner of the world, making global telemedicine a reality. - a dr will be able to derive accurate diagnosis and treatment plan. - patients can provide consent to anonymously share their data to train AI models. Potentially get rewarded as well. - easier to participate in federated learning - drug discovery, clinical trials can remove friction. This is probably the highest value use case for Shelby. Also one with highest friction to success. Anyone passionate enough to build it?
Ukashat.Cyber👽🌐
Ukashat.Cyber👽🌐Aug 11, 05:43
Shelby for Secure Medical Records & Telehealth Today I have to reveal this; For decades, medical records in our regions have been scattered, insecure, and unreliable. Paper files stored in dusty cabinets can be lost due to floods, fires, or simply being "misplaced." Hospitals often don't communicate with each other, meaning your medical history doesn't follow you if you move cities. Vital lab results can disappear, requiring patients to repeat expensive tests. Privacy breaches can also occur, allowing anyone with access to a desk to read one's most personal health details. This old system is not only inefficient but can also cost lives. A missing allergy note can lead to the prescription of the wrong medication, and a delayed lab report can result in a late diagnosis. Now, imagine @shelbyserves stepping in to address these issues. With Shelby, every piece of your health history is encrypted, stored on secure, tamper-proof Web3 cloud storage, and accessible only to you and authorized medical professionals. - For Patients: Your health history follows you anywhere, across hospitals, cities, or countries. - For Doctors: Collaborate instantly with specialists without risking patient privacy. - In Emergencies: Medics can access critical information such as your blood type, allergies, and other vital conditions instantly, saving precious minutes. Shelby is not just "Web3 for builders" it’s Web3 for everyone. Patients, doctors, and clinics all benefit. You need more? Shelby on Aptos Excel & Serves🫴
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