Literature DB >> 31768096

Comparing Artificial Intelligence Platforms for Histopathologic Cancer Diagnosis.

Andrew A Borkowski1, Catherine P Wilson1, Steven A Borkowski1, L Brannon Thomas1, Lauren A Deland1, Stefanie J Grewe1, Stephen M Mastorides1.   

Abstract

Two machine learning platforms were successfully used to provide diagnostic guidance in the differentiation between common cancer conditions in veteran populations.
Copyright © 2019 Frontline Medical Communications Inc., Parsippany, NJ, USA.

Entities:  

Year:  2019        PMID： 31768096      PMCID： PMC6837334     

Source DB:  PubMed          Journal:  Fed Pract        ISSN： 1078-4497


  36 in total

Review 1.  Machine Learning for Medical Imaging.

Authors:  Bradley J Erickson; Panagiotis Korfiatis; Zeynettin Akkus; Timothy L Kline
Journal:  Radiographics       Date:  2017-02-17       Impact factor: 5.333

Review 2.  Deep learning.

Authors:  Yann LeCun; Yoshua Bengio; Geoffrey Hinton
Journal:  Nature       Date:  2015-05-28       Impact factor: 49.962

3.  Deep Learning at Chest Radiography: Automated Classification of Pulmonary Tuberculosis by Using Convolutional Neural Networks.

Authors:  Paras Lakhani; Baskaran Sundaram
Journal:  Radiology       Date:  2017-04-24       Impact factor: 11.105

4.  Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?

Authors:  Nima Tajbakhsh; Jae Y Shin; Suryakanth R Gurudu; R Todd Hurst; Christopher B Kendall; Michael B Gotway
Journal:  IEEE Trans Med Imaging       Date:  2016-03-07       Impact factor: 10.048

5.  Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs.

Authors:  Varun Gulshan; Lily Peng; Marc Coram; Martin C Stumpe; Derek Wu; Arunachalam Narayanaswamy; Subhashini Venugopalan; Kasumi Widner; Tom Madams; Jorge Cuadros; Ramasamy Kim; Rajiv Raman; Philip C Nelson; Jessica L Mega; Dale R Webster
Journal:  JAMA       Date:  2016-12-13       Impact factor: 56.272

6.  Identification of Three Rheumatoid Arthritis Disease Subtypes by Machine Learning Integration of Synovial Histologic Features and RNA Sequencing Data.

Authors:  Dana E Orange; Phaedra Agius; Edward F DiCarlo; Nicolas Robine; Heather Geiger; Jackie Szymonifka; Michael McNamara; Ryan Cummings; Kathleen M Andersen; Serene Mirza; Mark Figgie; Lionel B Ivashkiv; Alessandra B Pernis; Caroline S Jiang; Mayu O Frank; Robert B Darnell; Nithya Lingampali; William H Robinson; Ellen Gravallese; Vivian P Bykerk; Susan M Goodman; Laura T Donlin
Journal:  Arthritis Rheumatol       Date:  2018-04-02       Impact factor: 10.995

Review 7.  Machine Learning in Medicine.

Authors:  Rahul C Deo
Journal:  Circulation       Date:  2015-11-17       Impact factor: 29.690

8.  Genetic alterations in colorectal cancer.

Authors:  Tannaz Armaghany; Jon D Wilson; Quyen Chu; Glenn Mills
Journal:  Gastrointest Cancer Res       Date:  2012-01

9.  Automatic detection of mycobacterium tuberculosis using artificial intelligence.

Authors:  Yan Xiong; Xiaojun Ba; Ao Hou; Kaiwen Zhang; Longsen Chen; Ting Li
Journal:  J Thorac Dis       Date:  2018-03       Impact factor: 2.895

10.  Classification and mutation prediction from non-small cell lung cancer histopathology images using deep learning.

Authors:  Nicolas Coudray; Paolo Santiago Ocampo; Theodore Sakellaropoulos; Navneet Narula; Matija Snuderl; David Fenyö; Andre L Moreira; Narges Razavian; Aristotelis Tsirigos
Journal:  Nat Med       Date:  2018-09-17       Impact factor: 53.440
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  6 in total

1.  Using Artificial Intelligence for COVID-19 Chest X-ray Diagnosis.

Authors:  Andrew A Borkowski; Narayan A Viswanadhan; L Brannon Thomas; Rodney D Guzman; Lauren A Deland; Stephen M Mastorides
Journal:  Fed Pract       Date:  2020-09

Review 2.  Artificial Intelligence: Review of Current and Future Applications in Medicine.

Authors:  L Brannon Thomas; Stephen M Mastorides; Narayan A Viswanadhan; Colleen E Jakey; Andrew A Borkowski
Journal:  Fed Pract       Date:  2021-11

3.  LCDAE: Data Augmented Ensemble Framework for Lung Cancer Classification.

Authors:  Zeyu Ren; Yudong Zhang; Shuihua Wang
Journal:  Technol Cancer Res Treat       Date:  2022 Jan-Dec

4.  Deep Learning-Based Image Classification in Differentiating Tufted Astrocytes, Astrocytic Plaques, and Neuritic Plaques.

Authors:  Shunsuke Koga; Nikhil B Ghayal; Dennis W Dickson
Journal:  J Neuropathol Exp Neurol       Date:  2021-03-22       Impact factor: 3.685

5.  Ethical Applications of Artificial Intelligence: Evidence From Health Research on Veterans.

Authors:  Christos Makridis; Seth Hurley; Gil Alterovitz; Mary Klote
Journal:  JMIR Med Inform       Date:  2021-06-02

6.  The role of AI technology in prediction, diagnosis and treatment of colorectal cancer.

Authors:  Chaoran Yu; Ernest Johann Helwig
Journal:  Artif Intell Rev       Date:  2021-07-04       Impact factor: 8.139
  6 in total

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