Machine intelligence enabled radiomics

Yue Wang

doi:10.1038/s42256-021-00404-0

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Machine intelligence enabled radiomics

2021-10-11

PRE

Yue Wang *

David M. Herrington

DOI：10.1038/s42256-021-00404-0

Original

Original request for help

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Abstract

En 中文

The radiomics features of disease lesions can be learned from medical imaging data, but is it possible to identify interpretable biomarkers that can help make clinical predictions across heterogeneous diseases and data from different modalities?

Journal

Nature Machine Intelligence

IF:

23.9

Papers:

1.3K

Citations:

1.5W

Organization

wake forest university

Scholars:

1.7W

Papers: 1.4W

Citations: 15

Cited Papers

Proteomic Architecture of Human Coronary and Aortic Atherosclerosis

CIRCULATION

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2018-06-19

OAAI

Herrington, David M.; Mao, Chunhong; Parker, Sarah J.; Fu, Zongming; Yu, Guoqiang; Chen, Lulu; Venkatraman, Vidya; Fu, Yi; Wang, Yizhi; Howard, Timothy D.; Jun, Goo; Zhao, Caroline F.; Liu, Yongmei; Saylor, Georgia; Spivia, Weston R.; Athas, Grace B.; Troxclair, Dana; Hixson, James E.; Vander Heide, Richard S.; Wang, Yue; Van Eyk, Jennifer E.

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Interpretable systems biomarkers predict response to immune-checkpoint inhibitors

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IF7.4

2021-08-01

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Lapuente-Santana, Oscar; van Genderen, Maisa; Hilbers, Peter A. J.; Finotello, Francesca; Eduati, Federica

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Radiological tumour classification across imaging modality and histology

NATURE MACHINE INTELLIGENCE

IF23.9

2021-08-09

OAAI

Wu, Jia; Li, Chao; Gensheimer, Michael; Padda, Sukhmani; Kato, Fumi; Shirato, Hiroki; Wei, Yiran; Schonlieb, Carola-Bibiane; Price, Stephen John; Jaffray, David; Heymach, John; Neal, Joel W.; Loo, Billy W.; Wakelee, Heather; Diehn, Maximilian; Li, Ruijiang

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U1 snRNP regulates cancer cell migration and invasion in vitro

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IF15.7

2020-01-07

252

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Oh, Jung-Min; Venters, Christopher C.; Di, Chao; Pinto, Anna Maria; Wan, Lili; Younis, Ihab; Cai, Zhiqiang; Arai, Chie; So, Byung Ran; Duan, Jingqi; Dreyfuss, Gideon

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Imaging biomarker roadmap for cancer studies

NATURE REVIEWS CLINICAL ONCOLOGY

IF82.2

2016-10-11

763

OAAI

O'Connor, James P. B.; Aboagye, Eric O.; Adams, Judith E.; Aerts, Hugo J. W. L.; Barrington, Sally F.; Beer, Ambros J.; Boellaard, Ronald; Bohndiek, Sarah E.; Brady, Michael; Brown, Gina; Buckley, David L.; Chenevert, Thomas L.; Clarke, Laurence P.; Collette, Sandra; Cook, Gary J.; Desouza, Nandita M.; Dickson, John C.; Dive, Caroline; Evelhoch, Jeffrey L.; Faivre-Finn, Corinne; Gallagher, Ferdia A.; Gilbert, Fiona J.; Gillies, Robert J.; Goh, Vicky; Griffiths, John R.; Groves, Ashley M.; Halligan, Steve; Harris, Adrian L.; Hawkes, David J.; Hoekstra, Otto S.; Huang, Erich P.; Hutton, Brian F.; Jackson, Edward F.; Jayson, Gordon C.; Jones, Andrew; Koh, Dow-Mu; Lacombe, Denis; Lambin, Philippe; Lassau, Nathalie; Leach, Martin O.; Lee, Ting-Yim; Leen, Edward L.; Lewis, Jason S.; Liu, Yan; Lythgoe, Mark F.; Manoharan, Prakash; Maxwell, Ross J.; Miles, Kenneth A.; Morgan, Bruno; Morris, Steve; Ng, Tony; Padhani, Anwar R.; Parker, Geoff J. M.; Partridge, Mike; Pathak, Arvind P.; Peet, Andrew C.; Punwani, Shonit; Reynolds, Andrew R.; Robinson, Simon P.; Shankar, Lalitha K.; Sharma, Ricky A.; Soloviev, Dmitry; Stroobants, Sigrid; Sullivan, Daniel C.; Taylor, Stuart A.; Tofts, Paul S.; Tozer, Gillian M.; van Herk, Marcel; Walker-Samuel, Simon; Wason, James; Williams, Kaye J.; Workman, Paul; Yankeelov, Thomas E.; Brindle, Kevin M.; McShane, Lisa M.; Jackson, Alan; Waterton, John C.

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Radiomics: Images Are More than Pictures, They Are Data

RADIOLOGY

IF15.2

2016-02-01

6.0K

OAAI

Gillies, Robert J.; Kinahan, Paul E.; Hricak, Hedvig

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Radiomics: the bridge between medical imaging and personalized medicine

NATURE REVIEWS CLINICAL ONCOLOGY

IF82.2

2017-10-04

3.7K

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2015 IEEE 20th Conference on Emerging Technologies & Factory Automation (ETFA)

IF0

2015-09-01

PREAI

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