Yiqiu Shen | DeepAI

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Featured Co-authors

Kyunghyun Cho
218 publications
Nan Wu
45 publications
Sheng Liu
41 publications
Meng Cao
40 publications
Jason Phang
33 publications
Stanisław Jastrzębski
28 publications
Zhe Huang
24 publications
Carlos Fernandez-Granda
24 publications
Krzysztof J. Geras
22 publications
Duo Wang
18 publications
Stanislav Minsker
16 publications

∙ 11/13/2021

Minimax Supervised Clustering in the Anisotropic Gaussian Mixture Model: A new take on Robust Interpolation

We study the supervised clustering problem under the two-component aniso...

0 Stanislav Minsker, et al. ∙

∙ 10/07/2021

Adaptive Early-Learning Correction for Segmentation from Noisy Annotations

Deep learning in the presence of noisy annotations has been studied exte...

0 Sheng Liu, et al. ∙

∙ 06/13/2021

Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer Diagnosis

In the last few years, deep learning classifiers have shown promising re...

13 Kangning Liu, et al. ∙

∙ 09/19/2020

Reducing false-positive biopsies with deep neural networks that utilize local and global information in screening mammograms

Breast cancer is the most common cancer in women, and hundreds of thousa...

17 Nan Wu, et al. ∙

∙ 08/04/2020

An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency department

During the COVID-19 pandemic, rapid and accurate triage of patients at t...

71 Farah E Shamout, et al. ∙

∙ 02/13/2020

An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization

Medical images differ from natural images in significantly higher resolu...

13 Yiqiu Shen, et al. ∙

∙ 07/30/2019

Screening Mammogram Classification with Prior Exams

Radiologists typically compare a patient's most recent breast cancer scr...

3 Jungkyu Park, et al. ∙

∙ 06/07/2019

Globally-Aware Multiple Instance Classifier for Breast Cancer Screening

Deep learning models designed for visual classification tasks on natural...

5 Yiqiu Shen, et al. ∙

∙ 03/20/2019

Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening

We present a deep convolutional neural network for breast cancer screeni...

3 Nan Wu, et al. ∙

∙ 11/10/2017

Breast density classification with deep convolutional neural networks

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

0 Nan Wu, et al. ∙

∙ 03/21/2017

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

Recent advances in deep learning for natural images has prompted a surge...

0 Krzysztof J. Geras, et al. ∙

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