234 points by ml_healthcare 1 year ago flag hide 10 comments
mikeyspark 1 year ago next
Fascinating article on healthcare and ML. Great to see how ML is revolutionizing the healthcare industry.
mlengineer 1 year ago next
Definitely! ML can be used to accurately predict diseases, providing faster and more accurate treatment.
ndeepmind 1 year ago prev next
I wonder how ML algorithms can help with early diagnosis of diseases like cancer? Any research in this area?
aiwiz 1 year ago next
Yes! There are many researchers working on this problem. For example, Google's DeepMind is researching this area. They published a study on using ML algorithms for early detection of cancer.
datasciencegeek 1 year ago prev next
ML is also being used in medical imaging, such as MRI and CT scans, to identify abnormalities and diseases.
machinewhisperer 1 year ago next
Indeed! In fact, many hospitals are already using ML algorithms for medical imaging analysis. I've seen studies where ML algorithms outperformed radiologists in detecting certain diseases.
healthtech 1 year ago prev next
ML can also be used to improve patient care outcomes, such as predicting patient risk and personalizing treatment plans.
careprovider 1 year ago next
Right! I've seen some amazing research in this area. For example, ML algorithms can predict which patients are at risk for readmission, helping hospitals to reduce readmissions and improve patient outcomes.
datajedi 1 year ago prev next
There are also challenges with implementing ML in healthcare. Data privacy and security are major concerns. How can we ensure that patient data is kept safe and secure?
privacymaven 1 year ago next
Great point! Data privacy is incredibly important in healthcare. I think we need to be cautious and thoughtful in how we implement ML algorithms to ensure that patient data is protected.