Literature DB >> 32938618

Artificial Intelligence: The Next Frontier in Kidney Biopsy Evaluation.

Jean Hou1, Cynthia C Nast2.   

Abstract

Keywords:  artificial intelligence; kidney biopsy; nephrology; renal biopsy; renal morphology; renal pathology

Year:  2020        PMID： 32938618      PMCID： PMC7536757          DOI： 10.2215/CJN.13450820

Source DB:  PubMed          Journal:  Clin J Am Soc Nephrol        ISSN： 1555-9041            Impact factor:   8.237


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  10 in total

Review 1.  A review of evidence of health benefit from artificial neural networks in medical intervention.

Authors:  P J G Lisboa
Journal:  Neural Netw       Date:  2002-01

Review 2.  Artificial intelligence as the next step towards precision pathology.

Authors:  B Acs; M Rantalainen; J Hartman
Journal:  J Intern Med       Date:  2020-03-03       Impact factor: 8.989

3.  Application of artificial neural networks in estimating predictive factors and therapeutic efficacy in idiopathic membranous nephropathy.

Authors:  R Naumovic; D Furuncic; D Jovanovic; M Stosovic; G Basta-Jovanovic; V Lezaic
Journal:  Biomed Pharmacother       Date:  2010-11       Impact factor: 6.529

4.  Interobserver reproducibility and application of the ISN/RPS classification of lupus nephritis-a UK-wide study.

Authors:  Peter N Furness; Nick Taub
Journal:  Am J Surg Pathol       Date:  2006-08       Impact factor: 6.394

5.  Evaluation of the Classification Accuracy of the Kidney Biopsy Direct Immunofluorescence through Convolutional Neural Networks.

Authors:  Giulia Ligabue; Federico Pollastri; Francesco Fontana; Marco Leonelli; Luciana Furci; Silvia Giovanella; Gaetano Alfano; Gianni Cappelli; Francesca Testa; Federico Bolelli; Costantino Grana; Riccardo Magistroni
Journal:  Clin J Am Soc Nephrol       Date:  2020-09-16       Impact factor: 8.237

6.  Computational Segmentation and Classification of Diabetic Glomerulosclerosis.

Authors:  Brandon Ginley; Brendon Lutnick; Kuang-Yu Jen; Agnes B Fogo; Sanjay Jain; Avi Rosenberg; Vighnesh Walavalkar; Gregory Wilding; John E Tomaszewski; Rabi Yacoub; Giovanni Maria Rossi; Pinaki Sarder
Journal:  J Am Soc Nephrol       Date:  2019-09-05       Impact factor: 14.978

7.  Deep Convolutional Neural Networks Enable Discrimination of Heterogeneous Digital Pathology Images.

Authors:  Pegah Khosravi; Ehsan Kazemi; Marcin Imielinski; Olivier Elemento; Iman Hajirasouliha
Journal:  EBioMedicine       Date:  2017-12-28       Impact factor: 8.143

Review 8.  Translational AI and Deep Learning in Diagnostic Pathology.

Authors:  Ahmed Serag; Adrian Ion-Margineanu; Hammad Qureshi; Ryan McMillan; Marie-Judith Saint Martin; Jim Diamond; Paul O'Reilly; Peter Hamilton
Journal:  Front Med (Lausanne)       Date:  2019-10-01

9.  The Application of Digital Pathology to Improve Accuracy in Glomerular Enumeration in Renal Biopsies.

Authors:  Avi Z Rosenberg; Matthew Palmer; Lino Merlino; Jonathan P Troost; Adil Gasim; Serena Bagnasco; Carmen Avila-Casado; Duncan Johnstone; Jeffrey B Hodgin; Catherine Conway; Brenda W Gillespie; Cynthia C Nast; Laura Barisoni; Stephen M Hewitt
Journal:  PLoS One       Date:  2016-06-16       Impact factor: 3.240

10.  Association of Pathological Fibrosis With Renal Survival Using Deep Neural Networks.

Authors:  Vijaya B Kolachalama; Priyamvada Singh; Christopher Q Lin; Dan Mun; Mostafa E Belghasem; Joel M Henderson; Jean M Francis; David J Salant; Vipul C Chitalia
Journal:  Kidney Int Rep       Date:  2018-01-11
  10 in total
  2 in total

1.  Automatic Evaluation of Histological Prognostic Factors Using Two Consecutive Convolutional Neural Networks on Kidney Samples.

Authors:  Elise Marechal; Adrien Jaugey; Georges Tarris; Michel Paindavoine; Jean Seibel; Laurent Martin; Mathilde Funes de la Vega; Thomas Crepin; Didier Ducloux; Gilbert Zanetta; Sophie Felix; Pierre Henri Bonnot; Florian Bardet; Luc Cormier; Jean-Michel Rebibou; Mathieu Legendre
Journal:  Clin J Am Soc Nephrol       Date:  2021-12-03       Impact factor: 8.237

Review 2.  Use of Artificial Intelligence to Identify New Mechanisms and Approaches to Therapy of Bone Disorders Associated With Chronic Kidney Disease.

Authors:  Adam E Gaweda; Eleanor D Lederer; Michael E Brier
Journal:  Front Med (Lausanne)       Date:  2022-03-25
  2 in total

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