Literature DB >> 30511912

Diagnostic Case-Control versus Diagnostic Cohort Studies for Clinical Validation of Artificial Intelligence Algorithm Performance.

Seong Ho Park1.   

Abstract

Mesh：

Year:  2018        PMID： 30511912     DOI： 10.1148/radiol.2018182294

Source DB:  PubMed          Journal:  Radiology        ISSN： 0033-8419            Impact factor:   11.105


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  15 in total

1.  Applications of machine learning and deep learning to thyroid imaging: where do we stand?

Authors:  Eun Ju Ha; Jung Hwan Baek
Journal:  Ultrasonography       Date:  2020-07-03

2.  Deep convolutional neural network applied to the liver imaging reporting and data system (LI-RADS) version 2014 category classification: a pilot study.

Authors:  Rikiya Yamashita; Amber Mittendorf; Zhe Zhu; Kathryn J Fowler; Cynthia S Santillan; Claude B Sirlin; Mustafa R Bashir; Richard K G Do
Journal:  Abdom Radiol (NY)       Date:  2020-01

3.  Prospective Analysis Using a Novel CNN Algorithm to Distinguish Atypical Ductal Hyperplasia From Ductal Carcinoma in Situ in Breast.

Authors:  Simukayi Mutasa; Peter Chang; John Nemer; Eduardo Pascual Van Sant; Mary Sun; Alison McIlvride; Maham Siddique; Richard Ha
Journal:  Clin Breast Cancer       Date:  2020-06-07       Impact factor: 3.225

4.  External Validation of Deep Learning Algorithms for Radiologic Diagnosis: A Systematic Review.

Authors:  Alice C Yu; Bahram Mohajer; John Eng
Journal:  Radiol Artif Intell       Date:  2022-05-04

Review 5.  A narrative review of deep learning applications in lung cancer research: from screening to prognostication.

Authors:  Jong Hyuk Lee; Eui Jin Hwang; Hyungjin Kim; Chang Min Park
Journal:  Transl Lung Cancer Res       Date:  2022-06

6.  Robust breast cancer detection in mammography and digital breast tomosynthesis using an annotation-efficient deep learning approach.

Authors:  Abdul Rahman Diab; Bryan Haslam; Jiye G Kim; William Lotter; Giorgia Grisot; Eric Wu; Kevin Wu; Jorge Onieva Onieva; Yun Boyer; Jerrold L Boxerman; Meiyun Wang; Mack Bandler; Gopal R Vijayaraghavan; A Gregory Sorensen
Journal:  Nat Med       Date:  2021-01-11       Impact factor: 87.241

7.  Design Characteristics of Studies Reporting the Performance of Artificial Intelligence Algorithms for Diagnostic Analysis of Medical Images: Results from Recently Published Papers.

Authors:  Dong Wook Kim; Hye Young Jang; Kyung Won Kim; Youngbin Shin; Seong Ho Park
Journal:  Korean J Radiol       Date:  2019-03       Impact factor: 3.500

Review 8.  Reproducibility and Generalizability in Radiomics Modeling: Possible Strategies in Radiologic and Statistical Perspectives.

Authors:  Ji Eun Park; Seo Young Park; Hwa Jung Kim; Ho Sung Kim
Journal:  Korean J Radiol       Date:  2019-07       Impact factor: 3.500

9.  Deep Learning Systems for Pneumothorax Detection on Chest Radiographs: A Multicenter External Validation Study.

Authors:  Yee Liang Thian; Dianwen Ng; James Thomas Patrick Decourcy Hallinan; Pooja Jagmohan; Soon Yiew Sia; Cher Heng Tan; Yong Han Ting; Pin Lin Kei; Geoiphy George Pulickal; Vincent Tze Yang Tiong; Swee Tian Quek; Mengling Feng
Journal:  Radiol Artif Intell       Date:  2021-04-14

10.  Effectiveness of ICT-based intimate partner violence interventions: a systematic review.

Authors:  Christo El Morr; Manpreet Layal
Journal:  BMC Public Health       Date:  2020-09-07       Impact factor: 3.295
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