RT Book, Section
A1 Rudzicz, Frank
A2 Hashimoto, MD, MS, Daniel A.
A2 Meireles, MD, Ozanan R.
A2 Rosman, PhD, Guy
SR Print(0)
ID 1180349843
T1 Machine Learning for Medicine
T2 Artificial Intelligence in Surgery: Understanding the Role of AI in Surgical Practice
YR 2021
FD 2021
PB McGraw-Hill Education
PP New York, NY
SN 9781260452730
LK accesssurgery.mhmedical.com/content.aspx?aid=1180349843
RD 2024/04/19
AB HIGHLIGHTSMachine  learning  is  a  deeply  statistical  science,  built  largely  out  statistics  and  algebra,  neither  “logistic  regression  on  steroids”  nor  a  panacea  for  all  data-derived  difficulties  -  it’s  just  another  tool  whose  utility,  like  others,  greatly  depends  on  how  it’s  used.Although  the  learning  algorithms  themselves  are  of  course  important,  the  relevance  of  high-quality,  representative,  and  voluminous  data  cannot  be  understated.Machine  learning  is  increasingly  being  used  in  surgical  settings.  This  chapter  focuses  on  more  traditional  aspects  of  machine  learning.