Search Results for author: Stacey Wolfson

Found 3 papers, 3 papers with code

Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening

2 code implementations • 20 Mar 2019 • Nan Wu, Jason Phang, Jungkyu Park, Yiqiu Shen, Zhe Huang, Masha Zorin, Stanisław Jastrzębski, Thibault Févry, Joe Katsnelson, Eric Kim, Stacey Wolfson, Ujas Parikh, Sushma Gaddam, Leng Leng Young Lin, Kara Ho, Joshua D. Weinstein, Beatriu Reig, Yiming Gao, Hildegard Toth, Kristine Pysarenko, Alana Lewin, Jiyon Lee, Krystal Airola, Eralda Mema, Stephanie Chung, Esther Hwang, Naziya Samreen, S. Gene Kim, Laura Heacock, Linda Moy, Kyunghyun Cho, Krzysztof J. Geras

We present a deep convolutional neural network for breast cancer screening exam classification, trained and evaluated on over 200, 000 exams (over 1, 000, 000 images).

Attribute Breast Cancer Detection +1

836

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Code

Breast density classification with deep convolutional neural networks

1 code implementation • 10 Nov 2017 • Nan Wu, Krzysztof J. Geras, Yiqiu Shen, Jingyi Su, S. Gene Kim, Eric Kim, Stacey Wolfson, Linda Moy, Kyunghyun Cho

Breast density classification is an essential part of breast cancer screening.

breast density classification Classification +1

169

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Code

High-Resolution Breast Cancer Screening with Multi-View Deep Convolutional Neural Networks

2 code implementations • 21 Mar 2017 • Krzysztof J. Geras, Stacey Wolfson, Yiqiu Shen, Nan Wu, S. Gene Kim, Eric Kim, Laura Heacock, Ujas Parikh, Linda Moy, Kyunghyun Cho

In our work, we propose to use a multi-view deep convolutional neural network that handles a set of high-resolution medical images.

Breast Cancer Detection Medical Diagnosis

151

Paper
Code

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