On the Fuzziness of Machine Learning, Neural Networks, and Artificial Intelligence in Radiation Oncology

被引：21

作者：

El Naqa, Issam

Brock, Kristy

Yu, Yan

Langen, Katja

Klein, Eric E.

机构：

来源：

INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS | 2018年 / 100卷 / 01期

关键词：

CELL LUNG-CANCER; PNEUMONITIS; THERAPY; RADIOMICS;

D O I：

10.1016/j.ijrobp.2017.06.011

中图分类号：

R73 [肿瘤学];

学科分类号：

100214 [肿瘤学];

摘要：

引用

页码：1 / 4

页数：4

共 19 条

[1]

Abdel-Hamid O, 2013, 14 INT C AUG 25 29 L

[2]

[Anonymous], ARTIF INTELL MED

[3]

Bar Y, 2015, DEEP LEARNING NONMED, V9414

[4]

Introduction to Big Data in Radiation Oncology: Exploring Opportunities for Research, Quality Assessment, and Clinical Care [J].

Benedict, Stanley H. ;

El Naqa, Issam ;

Klein, Eric E. .

INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2016, 95 (03) :871-872

[5]

Lung Texture in Serial Thoracic Computed Tomography Scans: Correlation of Radiomics-based Features With Radiation Therapy Dose and Radiation Pneumonitis Development [J].

Cunliffe, Alexandra ;

Armato, Samuel G., III ;

Castillo, Richard ;

Ngoc Pham ;

Guerrero, Thomas ;

Al-Hallaq, Hania A. .

INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2015, 91 (05) :1048-1056

[6]

El Naqa I, 2015, MACHINE LEARNING RAD, P336

[7]

Machine Learning Approaches for Predicting Radiation Therapy Outcomes: A Clinician's Perspective [J].

Kang, John ;

Schwartz, Russell ;

Flickinger, John ;

Beriwal, Sushil .

INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2015, 93 (05) :1127-1135

[8]

Predicting outcomes in radiation oncology-multifactorial decision support systems [J].

Lambin, Philippe ;

van Stiphout, Ruud G. P. M. ;

Starmans, Maud H. W. ;

Rios-Velazquez, Emmanuel ;

Nalbantov, Georgi ;

Aerts, Hugo J. W. L. ;

Roelofs, Erik ;

van Elmpt, Wouter ;

Boutros, Paul C. ;

Granone, Pierluigi ;

Valentini, Vincenzo ;

Begg, Adrian C. ;

De Ruysscher, Dirk ;

Dekker, Andre .

NATURE REVIEWS CLINICAL ONCOLOGY, 2013, 10 (01) :27-40

[9]

Deep learning [J].

LeCun, Yann ;

Bengio, Yoshua ;

Hinton, Geoffrey .

NATURE, 2015, 521 (7553) :436-444

[10]

Association of Radiomics and Metabolic Tumor Volumes in Radiation Treatment of Glioblastoma Multiforme [J].

Lopez, Christopher J. ;

Nagornaya, Natalya ;

Parra, Nestor A. ;

Kwon, Deukwoo ;

Ishkanian, Fazilat ;

Markoe, Arnold M. ;

Maudsley, Andrew ;

Stoyanova, Radka .

INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2017, 97 (03) :586-595

← 1 2 →