Introduction to artificial intelligence in ultrasound imaging in obstetrics and gynecology.

Ultrasound in Obstetrics & Gynecology : the Official Journal of the International Society of Ultrasound in Obstetrics and Gynecology
L DrukkerA T Papageorghiou

Abstract

Artificial intelligence (AI) uses data and algorithms to aim to draw conclusions that are as good as, or even better than, those drawn by humans. AI is already part of our daily life; it is behind face recognition technology, speech recognition in virtual assistants (such as Amazon Alexa, Apple's Siri, Google Assistant and Microsoft Cortana) and self-driving cars. AI software has been able to beat world champions in chess, Go and recently even Poker. Relevant to our community, it is a prominent source of innovation in healthcare, already helping to develop new drugs, support clinical decisions and provide quality assurance in radiology. The list of medical image-analysis AI applications with USA Food and Drug Administration or European Union (soon to fall under European Union Medical Device Regulation) approval is growing rapidly and covers diverse clinical needs, such as detection of arrhythmia using a smartwatch or automatic triage of critical imaging studies to the top of the radiologist's worklist. Deep learning, a leading tool of AI, performs particularly well in image pattern recognition and, therefore, can be of great benefit to doctors who rely heavily on images, such as sonologists, radiographers and pathologists. Alth...Continue Reading

References

Apr 14, 1999·Ultrasound in Obstetrics & Gynecology : the Official Journal of the International Society of Ultrasound in Obstetrics and Gynecology·D TimmermanJ Vandewalle
Aug 9, 2005·Ultrasound in Obstetrics & Gynecology : the Official Journal of the International Society of Ultrasound in Obstetrics and Gynecology·Y-L HuangD-R Chen
Aug 28, 2007·Ultrasound in Obstetrics & Gynecology : the Official Journal of the International Society of Ultrasound in Obstetrics and Gynecology·D JugovićA Salihagić-Kadić
Oct 20, 2007·Ultrasound in Obstetrics & Gynecology : the Official Journal of the International Society of Ultrasound in Obstetrics and Gynecology·Y-L Huang, H-Y Chen
Apr 3, 2008·Ultrasound in Obstetrics & Gynecology : the Official Journal of the International Society of Ultrasound in Obstetrics and Gynecology·Y-L HuangW K Moon
Jun 4, 2008·Ultrasound in Obstetrics & Gynecology : the Official Journal of the International Society of Ultrasound in Obstetrics and Gynecology·S-J KuoD-R Chen
Jun 13, 2014·Ultrasound in Obstetrics & Gynecology : the Official Journal of the International Society of Ultrasound in Obstetrics and Gynecology·Elisenda Bonet-CarneE Gratacos
Dec 20, 2015·Academic Radiology·Akash P KansagraSayed Ali
Mar 1, 2016·Ultrasound in Obstetrics & Gynecology : the Official Journal of the International Society of Ultrasound in Obstetrics and Gynecology·A T PapageorghiouUNKNOWN International Fetal and Newborn Growth Consortium for the 21st Century (INTERGROWTH-21st)
Apr 4, 2017·IEEE Transactions on Cybernetics·Hao ChenPheng-Ann Heng
Jun 24, 2017·Ultrasound in Obstetrics & Gynecology : the Official Journal of the International Society of Ultrasound in Obstetrics and Gynecology·A C NeocleousC N Schizas
Aug 23, 2017·Journal of the American College of Radiology : JACR·Michael Recht, R Nick Bryan
Mar 15, 2018·The New England Journal of Medicine·Danton S CharDavid Magnus
Jun 8, 2018·Annals of Human Biology·Elizabeth Matisoo-Smith, Anna L Gosling
Aug 15, 2018·Nature Medicine·Joseph J TitanoEric K Oermann
Oct 12, 2018·BJOG : an International Journal of Obstetrics and Gynaecology·Reem S Abu-Rustum, Alfred Z Abuhamad
Oct 26, 2018·Nature·Edmond AwadIyad Rahwan
Nov 2, 2018·Ultrasound in Obstetrics & Gynecology : the Official Journal of the International Society of Ultrasound in Obstetrics and Gynecology·R O Bahado-SinghA Yilmaz
Nov 22, 2018·Ultrasound in Obstetrics & Gynecology : the Official Journal of the International Society of Ultrasound in Obstetrics and Gynecology·F van den NoortM van Stralen
Nov 28, 2018·Ultrasound : Journal of the British Medical Ultrasound Society·Lorelei WaringGareth Bolton
Jan 23, 2019·Radiology·Mauro AnnarummaGiovanni Montana
Mar 27, 2019·Proceedings of the National Academy of Sciences of the United States of America·Morgan R FrankIyad Rahwan
Apr 13, 2019·Journal of the American College of Radiology : JACR·Maciej A Mazurowski
Sep 26, 2019·Nature Medicine·UNKNOWN CONSORT-AI and SPIRIT-AI Steering Group
Oct 5, 2019·JAMA : the Journal of the American Medical Association·W Nicholson PriceI Glenn Cohen
Oct 7, 2019·Ultrasound in Obstetrics & Gynecology : the Official Journal of the International Society of Ultrasound in Obstetrics and Gynecology·A TsurD Aran
Nov 13, 2019·JAMA : the Journal of the American Medical Association·Yun LiuLily Peng
Nov 21, 2019·Bioinformatics·Xiao WangDaisuke Kihara
Nov 26, 2019·Ultrasound in Obstetrics & Gynecology : the Official Journal of the International Society of Ultrasound in Obstetrics and Gynecology·L DrukkerA T Papageorghiou
Dec 4, 2019·Journal of the American College of Radiology : JACR·Bibb AllenGeraldine B McGinty
Dec 5, 2019·The New England Journal of Medicine·John Noseworthy
Dec 7, 2019·Science·Boris BabicI Glenn Cohen
Dec 17, 2019·Ultrasound in Obstetrics & Gynecology : the Official Journal of the International Society of Ultrasound in Obstetrics and Gynecology·L S E ErikssonL Wynants
Dec 25, 2019·Nature Reviews. Cardiology·Gregory M Marcus
Jan 8, 2020·Ultrasound in Obstetrics & Gynecology : the Official Journal of the International Society of Ultrasound in Obstetrics and Gynecology·Hongning XieYongzhong Yang
Jan 15, 2020·Nature Medicine·Jenna WiensMichael W Sjoding
Jan 15, 2020·Nature Medicine·Nitzan Shalom ArtziEran Segal
Jan 30, 2020·NPJ Digital Medicine·Amirata GhorbaniJames Y Zou

❮ Previous
Next ❯

Citations

Aug 14, 2020·BJOG : an International Journal of Obstetrics and Gynaecology·L DrukkerA T Papageorghiou
Jan 3, 2021·Ultrasound in Obstetrics & Gynecology : the Official Journal of the International Society of Ultrasound in Obstetrics and Gynecology·Anthony O Odibo
Jan 3, 2021·European Journal of Obstetrics, Gynecology, and Reproductive Biology·Maela Le LousPierre Jannin
Nov 19, 2020·Ultrasound in Obstetrics & Gynecology : the Official Journal of the International Society of Ultrasound in Obstetrics and Gynecology·M G TolsgaardA N Christensen
Jan 6, 2021·Current Opinion in Obstetrics & Gynecology·Aly Youssef, Gianluigi Pilu
Apr 20, 2021·European Journal of Obstetrics, Gynecology, and Reproductive Biology·Stefano GuerrieroJuan Luis Alcazar
Aug 10, 2020·Ultrasound in Obstetrics & Gynecology : the Official Journal of the International Society of Ultrasound in Obstetrics and Gynecology·I D PluymL D Platt
May 8, 2021·European Journal of Radiology·Yu-Ting ShenHui-Xiong Xu
Apr 28, 2021·Experimental Dermatology·Mariane Massufero VergilioGislaine Ricci Leonardi
May 22, 2020·Ultrasound in Obstetrics & Gynecology : the Official Journal of the International Society of Ultrasound in Obstetrics and Gynecology·Y SunQ Wu
Jul 13, 2021·Der Gynäkologe·Rolf KreienbergKlaus Vetter
Aug 18, 2021·American Journal of Obstetrics & Gynecology MFM·Xavier P Burgos-ArtizzuEduard Gratacos
Sep 2, 2021·Journal of Ultrasound in Medicine : Official Journal of the American Institute of Ultrasound in Medicine·Boran ZhouTian Liu
Jul 27, 2021·Ultrasound in Obstetrics & Gynecology : the Official Journal of the International Society of Ultrasound in Obstetrics and Gynecology·T GhiUNKNOWN International Study group on Labor ANd Delivery Sonography (ISLANDS)

❮ Previous
Next ❯

Software Mentioned

AlphaGo
MobileNet
Google Home
Google search
SESNet
Siri

Related Concepts

Related Feeds

Atrial Fibrillation

Atrial fibrillation is a common arrhythmia that is associated with substantial morbidity and mortality, particularly due to stroke and thromboembolism. Here is the latest research.

Arrhythmia

Arrhythmias are abnormalities in heart rhythms, which can be either too fast or too slow. They can result from abnormalities of the initiation of an impulse or impulse conduction or a combination of both. Here is the latest research on arrhythmias.