Time to rethink whether #DeIdentification #Anonymization provides any #privacy protection at all.
Of _course_ #ArtificialIntelligence #LargeLanguageModels are fantastic at re-identifying users. It is the exact type of task they excel at--finding correlations in data
arstechnica.com/security/202...
Image from article in Radiology: Artificial Intelligence
Giouroukou et al. review imaging data preparation for AI use: methods for protecting patient privacy https://doi.org/10.1148/ryai.250273 #FederatedLearning #deidentification #ML
Image from article in Radiology: Artificial Intelligence
New Special Report! Methods for preparing imaging data for AI while protecting privacy https://doi.org/10.1148/ryai.250273 #MachineLearning #deidentification #ML
Image from article in Radiology: Artificial Intelligence
Giouroukou et al. review imaging data preparation for AI use: methods for protecting patient privacy https://doi.org/10.1148/ryai.250273 #deID #deidentification #ML
Image from article in Radiology: Artificial Intelligence
New Special Report! Methods for preparing imaging data for AI while protecting privacy https://doi.org/10.1148/ryai.250273 #FederatedLearning #deidentification #ML
Image from article in Radiology: Artificial Intelligence
Giouroukou et al. review imaging data preparation for AI use: methods for protecting patient privacy https://doi.org/10.1148/ryai.250273 #MachineLearning #deID #deidentification
🔗 Paper & code
Paper is accepted to EMNLP 2025 Main
arXiv: arxiv.org/abs/2509.25729
Code: github.com/zzhao71/Cont...
#SyntheticData #Privacy #NLP #LLM #Deidentification #HealthcareAI #LLM
@JohnSnowLabs 🗣️ Book a meeting with our team today: hubs.li/Q03800pZ0
#HIMSS25 #HIMSS #DigitalHealth #HealthcareInnovation #deidentification #Databricks #AWS #Carahsoft #AIinHealthcare #HealthcareLLMs #MedicalLLM #ClinicalLLM #DigitalTransformation #HealthIT @HIMSS
#Deidentification headache of the day: @KirkJNahrawork doesn't get why prior panel thought #HIPAA de-ID standard was bad. "It's the best standard we have." Seems to me if people are still complaining, there's some irony here?
"Instead of releasing large data sets, researchers and governments should develop interfaces that allow others to ask questions of the data without accessing the raw files." #deidentification #MondayFunday
