Literature DB >> 34138986

Putting the Pieces Together: Deep Learning for Knee MRI Multitissue Abnormality Detection and Severity Grading.

Matthew D Li1, Connie Y Chang1.   

Abstract

Year:  2021        PMID: 34138986      PMCID: PMC8204128          DOI: 10.1148/ryai.2021210022

Source DB:  PubMed          Journal:  Radiol Artif Intell        ISSN: 2638-6100


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  7 in total

1.  Deep learning algorithms for detection of critical findings in head CT scans: a retrospective study.

Authors:  Sasank Chilamkurthy; Rohit Ghosh; Swetha Tanamala; Mustafa Biviji; Norbert G Campeau; Vasantha Kumar Venugopal; Vidur Mahajan; Pooja Rao; Prashant Warier
Journal:  Lancet       Date:  2018-10-11       Impact factor: 79.321

2.  Artificial Intelligence System Approaching Neuroradiologist-level Differential Diagnosis Accuracy at Brain MRI.

Authors:  Andreas M Rauschecker; Jeffrey D Rudie; Long Xie; Jiancong Wang; Michael Tran Duong; Emmanuel J Botzolakis; Asha M Kovalovich; John Egan; Tessa C Cook; R Nick Bryan; Ilya M Nasrallah; Suyash Mohan; James C Gee
Journal:  Radiology       Date:  2020-04-07       Impact factor: 11.105

3.  Whole-Organ Magnetic Resonance Imaging Score (WORMS) of the knee in osteoarthritis.

Authors:  C G Peterfy; A Guermazi; S Zaim; P F J Tirman; Y Miaux; D White; M Kothari; Y Lu; K Fye; S Zhao; H K Genant
Journal:  Osteoarthritis Cartilage       Date:  2004-03       Impact factor: 6.576

4.  Subspecialty-Level Deep Gray Matter Differential Diagnoses with Deep Learning and Bayesian Networks on Clinical Brain MRI: A Pilot Study.

Authors:  Jeffrey D Rudie; Andreas M Rauschecker; Long Xie; Jiancong Wang; Michael Tran Duong; Emmanuel J Botzolakis; Asha Kovalovich; John M Egan; Tessa Cook; R Nick Bryan; Ilya M Nasrallah; Suyash Mohan; James C Gee
Journal:  Radiol Artif Intell       Date:  2020-09-23

5.  Machine-learning-based multiple abnormality prediction with large-scale chest computed tomography volumes.

Authors:  Rachel Lea Draelos; David Dov; Maciej A Mazurowski; Joseph Y Lo; Ricardo Henao; Geoffrey D Rubin; Lawrence Carin
Journal:  Med Image Anal       Date:  2020-10-09       Impact factor: 8.545

6.  Siamese neural networks for continuous disease severity evaluation and change detection in medical imaging.

Authors:  Matthew D Li; Ken Chang; Ben Bearce; Connie Y Chang; Ambrose J Huang; J Peter Campbell; James M Brown; Praveer Singh; Katharina V Hoebel; Deniz Erdoğmuş; Stratis Ioannidis; William E Palmer; Michael F Chiang; Jayashree Kalpathy-Cramer
Journal:  NPJ Digit Med       Date:  2020-03-26
  7 in total

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