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Breast density classification with deep convolutional neural networks

Breast density classification with deep convolutional neural networks

10 November 2017
Nan Wu
Krzysztof J. Geras
Yiqiu Shen
Jingyi Su
S. G. Kim
Eric Kim
Stacey Wolfson
Linda Moy
Dong Wang
ArXiv (abs)PDFHTML

Papers citing "Breast density classification with deep convolutional neural networks"

12 / 12 papers shown
Report on the AAPM Grand Challenge on deep generative modeling for
  learning medical image statistics
Report on the AAPM Grand Challenge on deep generative modeling for learning medical image statisticsMedical Physics (Lancaster) (MPL), 2024
Rucha Deshpande
Varun A. Kelkar
Dimitrios S. Gotsis
Prabhat Kc
Rongping Zeng
Kyle J. Myers
F. Brooks
M. Anastasio
MedIm
198
4
0
03 May 2024
Three Applications of Conformal Prediction for Rating Breast Density in
  Mammography
Three Applications of Conformal Prediction for Rating Breast Density in Mammography
Charles Lu
Ken Chang
Praveer Singh
Jayashree Kalpathy-Cramer
OODAI4CE
210
9
0
23 Jun 2022
A multi-reconstruction study of breast density estimation using Deep
  Learning
A multi-reconstruction study of breast density estimation using Deep Learning
Vikash Gupta
M. Demirer
Robert W. Maxwell
R. White
B. S. Erdal
142
0
0
16 Feb 2022
Multi-task fusion for improving mammography screening data
  classification
Multi-task fusion for improving mammography screening data classification
M. Wimmer
Gert Sluiter
David Major
Dimitrios Lenis
Astrid Berg
Theresa Neubauer
Katja Bühler
117
14
0
01 Dec 2021
Artificial Intelligence For Breast Cancer Detection: Trends & Directions
Artificial Intelligence For Breast Cancer Detection: Trends & Directions
S. M. Shah
Rizwan Ahmed Khan
Sheeraz Arif
Unaiza Sajid
OOD
192
80
0
03 Oct 2021
An interpretable classifier for high-resolution breast cancer screening
  images utilizing weakly supervised localization
An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization
Yiqiu Shen
Nan Wu
Jason Phang
Jungkyu Park
Kangning Liu
...
Laura Heacock
S. G. Kim
Linda Moy
Dong Wang
Krzysztof J. Geras
247
186
0
13 Feb 2020
A Multi-site Study of a Breast Density Deep Learning Model for
  Full-field Digital Mammography Images and Synthetic Mammography Images
A Multi-site Study of a Breast Density Deep Learning Model for Full-field Digital Mammography Images and Synthetic Mammography Images
Thomas P. Matthews
Sadanand Singh
Brent Mombourquette
Jason Su
Meet Shah
...
Nikita Ghare
Douglas Smith
S. M. Moore
Susan C. Marks
R. Wahl
110
4
0
23 Jan 2020
Screening Mammogram Classification with Prior Exams
Screening Mammogram Classification with Prior Exams
Jungkyu Park
Jason Phang
Yiqiu Shen
Nan Wu
S. G. Kim
Linda Moy
Dong Wang
Krzysztof J. Geras
98
11
0
30 Jul 2019
Globally-Aware Multiple Instance Classifier for Breast Cancer Screening
Globally-Aware Multiple Instance Classifier for Breast Cancer Screening
Yiqiu Shen
Nan Wu
Jason Phang
Jungkyu Park
S. G. Kim
Linda Moy
Dong Wang
Krzysztof J. Geras
189
40
0
07 Jun 2019
Photometric Transformer Networks and Label Adjustment for Breast Density
  Prediction
Photometric Transformer Networks and Label Adjustment for Breast Density Prediction
Jaehwan Lee
Donggeon Yoo
J. Y. Huh
Hyo-Eun Kim
NoLa
123
24
0
08 May 2019
Deep Neural Networks Improve Radiologists' Performance in Breast Cancer
  Screening
Deep Neural Networks Improve Radiologists' Performance in Breast Cancer ScreeningIEEE Transactions on Medical Imaging (TMI), 2019
Nan Wu
Jason Phang
Jungkyu Park
Yiqiu Shen
Zhe Huang
...
S. G. Kim
Laura Heacock
Linda Moy
Dong Wang
Krzysztof J. Geras
MedIm
157
555
0
20 Mar 2019
MAMMO: A Deep Learning Solution for Facilitating Radiologist-Machine
  Collaboration in Breast Cancer Diagnosis
MAMMO: A Deep Learning Solution for Facilitating Radiologist-Machine Collaboration in Breast Cancer Diagnosis
Nesreen Ahmed
Theodore L. Willke
M. Schaar
116
39
0
30 Oct 2018
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