Lê Nguyên Hoang: /* Healthcare */

2020-02-02T08:35:29Z

Healthcare

Lê Nguyên Hoang: Created page with "Algorithms offer numerous opportunities to do a huge amount of good. This is another reason why it seems urgent to develop robustly beneficial algorithms. == Informa..."

2020-01-20T21:24:02Z

Created page with "Algorithms offer numerous opportunities to do a huge amount of good. This is another reason why it seems urgent to develop robustly beneficial algorithms. == Informa..."

New page

Algorithms offer numerous opportunities to do a huge amount of good. This is another reason why it seems urgent to develop robustly beneficial algorithms.

== Information ==

The key reason why algorithms offer huge opportunities is because they automatically process information, which is critical to essentially all human endeavors.

Healthcare, education, environmental actions, charity, social justice, welfare. All strongly rely on collecting reliable relevant data, processing adequately these data to output quality information, storing information in a secure manner, and communicating the right information to the right entities.

== Healthcare ==

[http://on-demand.gputechconf.com/gtc/2017/presentation/s7822-andre-esteva-dermatologiest-level-classification-of-skin-cancer.pdf EKNKS+][https://scholar.google.ch/scholar?hl=en&as_sdt=0%2C5&q=Dermatologist-level+classification+of+skin+cancer+with+deep+neural+networks&btnG= 17]

Diagnosis. Treatment. Research.

[https://www.pnas.org/content/pnas/111/24/8788.full.pdf KGH][https://scholar.google.ch/scholar?hl=en&as_sdt=0%2C5&q=Experimental+evidence+of+massive-scale+emotional+contagion+through+social+networks&btnG= 14] tweaked the Facebook recommendation algorithm for a week and showed that short-time exposure to more positive or negative contents changed what users would then post. Effects are small. But [https://static.googleusercontent.com/media/research.google.com/en//pubs/archive/43887.pdf HOT][https://dblp.org/rec/bibtex/conf/kdd/HohnholdOT15 15] suggest that longer exposure could yield important effects.

== Mental health ==

Diagnosis. Treatment. Research. But through social media data as well.

See [[mental health]] for more.

== Environment ==

Diagnosis. Treatment. Research. Raising awareness. Surveillance. Enforcement.

== Education ==

Diagnosis. Treatment. Research. Recommendation.

== Social justice ==

[https://www.pnas.org/content/pnas/108/17/6889.full.pdf DLA][https://scholar.google.ch/scholar?hl=en&as_sdt=0%2C5&q=Extraneous+factors+in+judicial+decisions+danziger+levav+Avnaim-Pesso&btnG= 11] showed hunger bias in judges' rulings (with replies [https://www.pnas.org/content/pnas/108/42/E833.full.pdf WieinshallmargelShapard][https://scholar.google.ch/scholar?hl=en&as_sdt=0%2C5&q=Overlooked+factors+in+the+analysis+of+parole+decisions&btnG= 11] [https://www.pnas.org/content/pnas/108/42/E834.full.pdf DLA][https://scholar.google.ch/scholar?hl=en&as_sdt=0%2C5&q=Reply+to+Weinshall-Margel+and+Shapard%3A+Extraneous+factors+in+judicial+decisions+persist&btnG= 11b]).

Diagnosis. Treatment. Research. Raising awareness.

@@ Line 13: / Line 13: @@
 Diagnosis. Treatment. Research.
-[https://www.pnas.org/content/pnas/111/24/8788.full.pdf KGH][https://scholar.google.ch/scholar?hl=en&as_sdt=0%2C5&q=Experimental+evidence+of+massive-scale+emotional+contagion+through+social+networks&btnG= 14] tweaked the Facebook recommendation algorithm for a week and showed that short-time exposure to more positive or negative contents changed what users would then post. Effects are small. But [https://static.googleusercontent.com/media/research.google.com/en//pubs/archive/43887.pdf HOT][https://dblp.org/rec/bibtex/conf/kdd/HohnholdOT15 15] suggest that longer exposure could yield important effects.
+[https://www.pnas.org/content/pnas/111/24/8788.full.pdf KGH][https://scholar.google.ch/scholar?hl=en&as_sdt=0%2C5&q=Experimental+evidence+of+massive-scale+emotional+contagion+through+social+networks&btnG= 14] tweaked the Facebook recommendation algorithm for a week and showed that short-time exposure to more positive or negative contents changed what users would then post. Effects are small. But [https://static.googleusercontent.com/media/research.google.com/en//pubs/archive/43887.pdf HOT][https://dblp.org/rec/bibtex/conf/kdd/HohnholdOT15 15] suggest that longer exposure could yield important effects. This is further discussed in [https://www.youtube.com/watch?v=gQHvTow91FY RB3] and RB4 (upcoming).
 == Mental health ==

AI opportunities - Revision history

Lê Nguyên Hoang: /* Healthcare */

Lê Nguyên Hoang: Created page with "Algorithms offer numerous opportunities to do a huge amount of good. This is another reason why it seems urgent to develop robustly beneficial algorithms. == Informa..."