Medical Technology

@freddytn 1 year ago

In #machinelearning, synthetic data can offer real performance improvements Models trained on synthetic data ➡️ eliminate privacy, copyright, & ethical concerns from using real data @MIT_CSAIL @MITEECS @MIT_SCC @MITIBMLab #health #healthcare #medicine https://news.mit.edu/2022/synthetic-data-ai-improvements-1103

@brain_more 1 year ago

Another Neuropizza .@SanoScience is over. @sylwia_malec spoke about #federatedlearning and privacy issues for #medicalimaging. Prof. @lola_dachshund was also there with her deep remarks. See you next time at @psychologyUJ #machinelearning https://t.co/QezGzXZK43

@AaltoUniversity 2 years ago

A new method for generating synthetic data could solve a major problem for research that depends on access to sensitive data - can help us develop better medical treatments and drugs without privacy worries. #MachineLearning https://twitter.com/FCAI_fi/status/1402197423435530242

@FeestChristoph 2 years ago

Stunning: Privacy-preserving #MachineLearning on decentralised medical data - swarm learning pioneered by @LabSchultze (@helmholtz_ai associate @DZNE_en). Could this technology be the leap forward AI needed to be deployed more widely in healthcare? https://twitter.com/labschultze/status/1397899709629534209

@kelkalot 2 years ago

Our latest work which is about how synthetic data can be used to analyse ECGs: "DeepFake electrocardiograms: the beginning of the end for privacy issues in medicine" Medrxiv: https://www.medrxiv.org/content/10.1101/2021.04.27.21256189v1.full.pdf Code: https://github.com/vlbthambawita/deepfake-ecg @vlbthambawita #AI #MachineLearning #ECG

@TaylorLevi6 3 years ago

New approach can advance medical AI algorithms, reduce risks to patient privacy - http://News-Medical.Net Read more here: https://ift.tt/3rywdzW #ArtificialIntelligence #AI #DataScience #MachineLearning #BigData #100DaysOfCode #Python #DeepLearning #NLP #Robots #IoT

@arXiv_Daily 3 years ago

Privacy-preserving medical image analysis https://deepai.org/publication/privacy-preserving-medical-image-analysis by Alexander Ziller et al. including @jvmncs #MachineLearning #ArtificialIntelligence

@LabSchultze 3 years ago

Our new preprint is out! Decentralized and privacy-protecting disease prediction using #swarmlearning, the way forward for collaborative precision medicine. Awesome collaboration with @HPE! #COVID19 #machinelearning #blockchain https://www.biorxiv.org/content/10.1101/2020.06.25.171009v1

@JIsenbergMD 4 years ago

#3Dscanning+#3DPrinting patient's pancreas, #MachineLearning a slide? What is the FIRST STEP for when creating in medicine? @JuliaHlna advocates planning for privacy impact analysis at a project's start not end, since risks >> deadlines! Wish I was at #3dmed19 🇦🇺🇨🇦cc @JasamineCB https://twitter.com/ozvascdoc/status/1195544599873245184

@IainLJBrown 6 years ago

Despite privacy concerns, Israel to put nation's medical database online #BigData #DataScience #MachineLearning #DeepLearning #NLP #Robots #AI #IoT https://ift.tt/2G7hngk https://t.co/K4aos6h58N