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The algorithm is a Deep Neural Network trained on the EHR data from previous years, to predict all-cause 3-12 month mortality of patients as a proxy for patients that could benefit from palliative care. Our predictions enable the Palliative Care team to take a proactive approach in reaching out to such patients, rather than relying on referrals from treating physicians, or conduct time consuming chart reviews of all patients. We also present a novel interpretation technique which we use to provide explanations of the model's predictions.
If you ask people how they hope to die, you will usually hear two kinds of answers. Some people want to go very quickly, for example, through a sudden massive stroke, preferably in their sleep. Others would rather have a couple of years to come to terms with the prospect of death: a gradual decline from cancer, perhaps, with time to fulfil their last cherished wishes, put their affairs in order and gather their family around them for the end.
I would have given the second of these answers myself in the past, mainly because both my parents died suddenly (my father from a heart attack; my mother from a pulmonary embolus). It seemed very cruel for their lives to be cut-off so abruptly, with so much undone and unsaid. Now, I am no longer sure about my answer.
I have seen other relatives and friends decline in slow and miserable ways that seemed worse than dying suddenly. I also experienced a cardiac arrhythmia a couple of years ago, when a black curtain came down in an instant, rendering me unconscious in presumably the same way as it does in quick deaths. It was not pleasant, but nor was it particularly unpleasant.
Apart from knowing the distress it would cause to people close to me, this manner of death is the one I would possibly opt for now, if given the choice–although a pacemaker has significantly reduced the chances of this happening.
In reality, of course, there is no choice in such matters. …
Doc I had no idea you had those cardiac issues. I can certainly sympathize and I hope you're doing well.
Hope you had a great holiday season.
Regarding the question I want to go out quickly. Although I'm hoping that won't happen for awhile.
It's in God's hands. Had to throw God in there Doc. LOL.
You look damn good for 59 brother!!Damn , I was gonna start talking about turning 59in February but I think I"ll just keep it to myself ... FORGET I SAID ANYTHING !!
NEXT SUBJECT PLEASE>>>> ~OGH
Sorry Doc. Sometimes the elevator doesn't reach the top floor. OK most of the time. lol. I'll blame the stroke. Just glad the kids got the wife's brains.I am fine. I am not the person of the post! Thanks. Happy New Year.
Damn , I was gonna start talking about turning 59in February but I think I"ll just keep it to myself ... FORGET I SAID ANYTHING !!
NEXT SUBJECT PLEASE>>>> ~OGH
You look damn good for 59 brother!!
Sorry for the loss of your parents big guy. Cardio is definitely on my list of things to do for 2019. I'm not getting younger myself and I really need to take care of my heart.Both of my parents passed this last year , 7 months apart . Both in their early 80"s . It really does change your perspective and outlook on life bigtime .
Now Im thriving for a fitter Ogh , looking at e-bikes right now . More cardio brother....![]()
Yeah, let's make you in charge of who is allowed to live...It's a shame life can not be taken from those that hold no regard for it and given to those who cherish it.
