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

@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 3 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

@NatureMedicine 4 years ago

In the age of #bigdata, how is your medical data protected? Find out about potential #ethics and privacy challenges in this Perspective from @CohenProf @WNicholsonPrice https://go.nature.com/30Tcde2

@WIRED 5 years ago

With all the recent privacy scares, it’s kind of a weird time to be asking a million people to voluntarily hand over decades of health records and DNA ...

@WIRED 6 years ago

The functioning of this man's own body—heartbeat included—could be used against him in an upcoming trial.