Artificial intelligence in dermatology and healthcare: An overview.

Indian Journal of Dermatology, Venereology and Leprology
Varadraj Vasant Pai, Rohini Bhat Pai

Abstract

Many aspects of our life are affected by technology. One of the most discussed advancements of modern technologies is artificial intelligence. It involves computational methods which in some way mimic the human thought process. Just like other branches, the medical field also has come under the ambit of artificial intelligence. Almost every field in medicine has been touched by its effect in one way or the other. Prominent among them are medical diagnosis, medical statistics, robotics, and human biology. Medical imaging is one of the foremost specialties with artificial intelligence applications, wherein deep learning methods like artificial neural networks are commonly used. artificial intelligence application in dermatology was initially restricted to the analysis of melanoma and pigmentary skin lesions, has now expanded and covers many dermatoses. Though the applications of artificial intelligence are ever increasing, large data requirements, interpretation of data and ethical concerns are some of its limitations in the present day.

References

May 1, 1992·Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society·W V Stoecker, R H Moss
Feb 1, 1987·Journal of the American Academy of Dermatology·N CascinelliE Leo
Mar 1, 1994·Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society·T PunO Ratib
Apr 17, 2002·Food and Chemical Toxicology : an International Journal Published for the British Industrial Biological Research Association·D A BasketterI Kimber
Aug 31, 2004·Annals of the Royal College of Surgeons of England·A N RameshP J Drew
Jan 1, 2005·Journal of the American Academy of Dermatology·Ralph Peter BraunJean-Hilaire Saurat
Sep 2, 2005·Computers in Biology and Medicine·Elif Derya Ubeyli, Inan Güler
May 8, 2007·Journal of the American Academy of Dermatology·Josep MalvehyUNKNOWN International Dermoscopy Society Board members
May 20, 2008·Seminars in Cutaneous Medicine and Surgery·Malene E Vestergaard, Scott W Menzies
Mar 24, 2009·IEEE Transactions on Information Technology in Biomedicine : a Publication of the IEEE Engineering in Medicine and Biology Society·Ilias Maglogiannis, Charalampos N Doukas
Feb 15, 2011·Computers in Biology and Medicine·Kimia Kiani, Ahmad R Sharafat
Aug 16, 2012·Skin Research and Technology : Official Journal of International Society for Bioengineering and the Skin (ISBS) [and] International Society for Digital Imaging of Skin (ISDIS) [and] International Society for Skin Imaging (ISSI)·Seonguk MinDae Hun Suh
Oct 16, 2012·Artificial Intelligence in Medicine·Konstantin Korotkov, Rafael Garcia
Apr 4, 2013·JAMA : the Journal of the American Medical Association·Travis B Murdoch, Allan S Detsky
Nov 26, 2013·Dermatologic Clinics·Paul T Rose, Bernard Nusbaum
Feb 28, 2014·International Journal of Biomedical Imaging·Ammara Masood, Adel Ali Al-Jumaily
Jul 26, 2014·Artificial Intelligence in Medicine·David D Luxton
Aug 13, 2014·BioMed Research International·Rashmi MukherjeeChandan Chakraborty
Oct 25, 2014·Photomedicine and Laser Surgery·Hyoung-Woo LimSungwan Kim
Dec 17, 2014·British Journal of Anaesthesia·C G Sheahan, D M Mathews
Sep 9, 2015·Photomedicine and Laser Surgery·Hyoung-Woo LimSungwan Kim
Feb 3, 2016·Computer Methods and Programs in Biomedicine·Vimal K ShrivastavaJasjit S Suri
Mar 24, 2016·Molecular Pharmaceutics·Polina MamoshinaAlex Zhavoronkov
Jun 7, 2016·Computer Methods and Programs in Biomedicine·Roberta B OliveiraJoão Manuel R S Tavares
Aug 16, 2016·Journal of the American Medical Informatics Association : JAMIA·Edward ChoiJimeng Sun
Oct 19, 2016·Toxicology in Vitro : an International Journal Published in Association with BIBRA·Andy ForrerydMalin Lindstedt
Sep 23, 2016·Journal of the American College of Radiology : JACR·Katie Chockley, Ezekiel Emanuel
Sep 27, 2016·The Journal of Investigative Dermatology·Joel Correa da RosaMayte Suárez-Fariñas
Nov 26, 2016·Journal of the American College of Cardiology·Sukrit NarulaPartho P Sengupta
Nov 30, 2016·JAMA : the Journal of the American Medical Association·Varun GulshanDale R Webster
Jan 25, 2017·Journal of Oncology Practice·Rachel M MayoReshma Jagsi
Jan 27, 2017·AJR. American Journal of Roentgenology·Marc KohliJ Raymond Geis
Jan 28, 2017·Metabolism: Clinical and Experimental·Pavel Hamet, Johanne Tremblay
May 10, 2017·Computers in Biology and Medicine·Dhiraj Manohar DhaneChandan Chakraborty
Jun 1, 2017·Telemedicine Journal and E-health : the Official Journal of the American Telemedicine Association·Monique ThissenThomas Ruzicka
Sep 2, 2017·Computer Methods and Programs in Biomedicine·Vimal K ShrivastavaJasjit S Suri
Sep 8, 2017·Nature Communications·Philipp EulenbergF Alexander Wolf
Sep 26, 2017·Neurosurgery·Joeky T SendersTimothy R Smith
Oct 21, 2017·Nature·David SilverDemis Hassabis

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