Literature DB >> 33796790

How feasible is the stratification of osteoarthritis phenotypes by means of artificial intelligence?

Amanda E Nelson1.   

Abstract

Entities:  

Keywords:  machine learning; osteoarthritis; phenotype; precision medicine

Year:  2020        PMID： 33796790      PMCID： PMC8009315          DOI： 10.1080/23808993.2021.1848424

Source DB:  PubMed          Journal:  Expert Rev Precis Med Drug Dev        ISSN： 2380-8993


× No keyword cloud information.
  15 in total

1.  Deep Learning Approach for Evaluating Knee MR Images: Achieving High Diagnostic Performance for Cartilage Lesion Detection.

Authors:  Fang Liu; Zhaoye Zhou; Alexey Samsonov; Donna Blankenbaker; Will Larison; Andrew Kanarek; Kevin Lian; Shivkumar Kambhampati; Richard Kijowski
Journal:  Radiology       Date:  2018-07-31       Impact factor: 11.105

Review 2.  Molecular taxonomy of osteoarthritis for patient stratification, disease management and drug development: biochemical markers associated with emerging clinical phenotypes and molecular endotypes.

Authors:  Ali Mobasheri; Willem Evert van Spil; Emma Budd; Ilona Uzieliene; Eiva Bernotiene; Anne-Christine Bay-Jensen; Jonathan Larkin; Marc C Levesque; Oreste Gualillo; Yves Henrotin
Journal:  Curr Opin Rheumatol       Date:  2019-01       Impact factor: 5.006

3.  Diagnosing osteoarthritis from T2 maps using deep learning: an analysis of the entire Osteoarthritis Initiative baseline cohort.

Authors:  V Pedoia; J Lee; B Norman; T M Link; S Majumdar
Journal:  Osteoarthritis Cartilage       Date:  2019-03-21       Impact factor: 6.576

4.  A machine learning approach to knee osteoarthritis phenotyping: data from the FNIH Biomarkers Consortium.

Authors:  A E Nelson; F Fang; L Arbeeva; R J Cleveland; T A Schwartz; L F Callahan; J S Marron; R F Loeser
Journal:  Osteoarthritis Cartilage       Date:  2019-04-16       Impact factor: 6.576

Review 5.  Phenotypes of osteoarthritis: current state and future implications.

Authors:  Leticia A Deveza; Amanda E Nelson; Richard F Loeser
Journal:  Clin Exp Rheumatol       Date:  2019-10-15       Impact factor: 4.473

Review 6.  Identification of clinical phenotypes in knee osteoarthritis: a systematic review of the literature.

Authors:  A Dell'Isola; R Allan; S L Smith; S S P Marreiros; M Steultjens
Journal:  BMC Musculoskelet Disord       Date:  2016-10-12       Impact factor: 2.362

7.  2019 American College of Rheumatology/Arthritis Foundation Guideline for the Management of Osteoarthritis of the Hand, Hip, and Knee.

Authors:  Sharon L Kolasinski; Tuhina Neogi; Marc C Hochberg; Carol Oatis; Gordon Guyatt; Joel Block; Leigh Callahan; Cindy Copenhaver; Carole Dodge; David Felson; Kathleen Gellar; William F Harvey; Gillian Hawker; Edward Herzig; C Kent Kwoh; Amanda E Nelson; Jonathan Samuels; Carla Scanzello; Daniel White; Barton Wise; Roy D Altman; Dana DiRenzo; Joann Fontanarosa; Gina Giradi; Mariko Ishimori; Devyani Misra; Amit Aakash Shah; Anna K Shmagel; Louise M Thoma; Marat Turgunbaev; Amy S Turner; James Reston
Journal:  Arthritis Rheumatol       Date:  2020-01-06       Impact factor: 10.995

8.  Automatic Knee Osteoarthritis Diagnosis from Plain Radiographs: A Deep Learning-Based Approach.

Authors:  Aleksei Tiulpin; Jérôme Thevenot; Esa Rahtu; Petri Lehenkari; Simo Saarakkala
Journal:  Sci Rep       Date:  2018-01-29       Impact factor: 4.379

9.  Deep Learning Predicts Total Knee Replacement from Magnetic Resonance Images.

Authors:  Aniket A Tolpadi; Jinhee J Lee; Valentina Pedoia; Sharmila Majumdar
Journal:  Sci Rep       Date:  2020-04-14       Impact factor: 4.379

10.  A consensus-based framework for conducting and reporting osteoarthritis phenotype research.

Authors:  W E van Spil; S M A Bierma-Zeinstra; L A Deveza; N K Arden; A-C Bay-Jensen; V Byers Kraus; L Carlesso; R Christensen; M Van Der Esch; P Kent; J Knoop; C Ladel; C B Little; R F Loeser; E Losina; K Mills; A Mobasheri; A E Nelson; T Neogi; G M Peat; A-C Rat; M Steultjens; M J Thomas; A M Valdes; D J Hunter
Journal:  Arthritis Res Ther       Date:  2020-03-20       Impact factor: 5.156
View more
  2 in total

1.  Biclustering reveals potential knee OA phenotypes in exploratory analyses: Data from the Osteoarthritis Initiative.

Authors:  Amanda E Nelson; Thomas H Keefe; Todd A Schwartz; Leigh F Callahan; Richard F Loeser; Yvonne M Golightly; Liubov Arbeeva; J S Marron
Journal:  PLoS One       Date:  2022-05-24       Impact factor: 3.752

2.  Editorial: One Step at a Time: Advances in Osteoarthritis.

Authors:  Ali Mobasheri; Troy N Trumble; Christopher R Byron
Journal:  Front Vet Sci       Date:  2021-07-16
  2 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.