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科研机构
自动化研究所 [10]
内容类型
期刊论文 [9]
会议论文 [1]
发表日期
2022 [10]
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发表日期:2022
专题:自动化研究所
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Deep learning with biopsy whole slide images for pretreatment prediction of pathological complete response to neoadjuvant chemotherapy in breast cancer : A multicenter study
期刊论文
BREAST, 2022, 卷号: 66, 页码: 183-190
作者:
Li, Bao
;
Li, Fengling
;
Liu, Zhenyu
;
Xu, FangPing
;
Ye, Guolin
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2022/12/27
Breast cancer
Neoadjuvant chemotherapy
Pathological complete response
Whole-slide image
Deep learning
Patient-level grading prediction of prostate cancer from mp-MRI via GMINet
期刊论文
COMPUTERS IN BIOLOGY AND MEDICINE, 2022, 卷号: 150, 页码: 10
作者:
Shao, Lizhi
;
Liu, Zhenyu
;
Liu, Jiangang
;
Yan, Ye
;
Sun, Kai
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2022/11/21
mp-MRI
Prostate cancer
Grade group
Patient-level prediction
Deep learning
Recent developments of the reconstruction in magnetic particle imaging
期刊论文
Visual Computing for Industry, Biomedicine, and Art, 2022, 卷号: 5, 期号: 1
作者:
Yin,Lin
;
Li,Wei
;
Du,Yang
;
Wang,Kun
;
Liu,Zhenyu
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2022/11/14
Magnetic particle imaging
Image reconstruction
System matrix
X-space
The pathological risk score: A new deep learning-based signature for predicting survival in cervical cancer
期刊论文
CANCER MEDICINE, 2022, 页码: 13
作者:
Chen, Chi
;
Cao, Yuye
;
Li, Weili
;
Liu, Zhenyu
;
Liu, Ping
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2022/07/25
cervical cancer
deep learning
disease-free survival
overall survival
whole slide image
Deep learning with whole slide images can improve the prognostic risk stratification with III colorectal cancer
期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2022, 卷号: 221, 页码: 11
作者:
Sun, Caixia
;
Li, Bingbing
;
Wei, Genxia
;
Qiu, Weihao
;
Li, Danyi
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2022/07/25
Chemotherapy duration
Whole slide images
Deep learning
Colorectal cancer
Prognosis
A deep learning radiomics analysis for identifying sinus invasion in patients with meningioma before operation using tumor and peritumoral regions
期刊论文
EUROPEAN JOURNAL OF RADIOLOGY, 2022, 卷号: 149, 页码: 7
作者:
Sun, Kai
;
Zhang, Jing
;
Liu, Zhenyu
;
Qiu, Qi
;
Gao, Han
收藏
  |  
浏览/下载:31/0
  |  
提交时间:2022/06/10
Sinus invasion
Meningioma
ResNet50
Peritumoral
Preoperative identification
Identifying Sinus Invasion in Meningioma Patients before Surgery with Deep Learning
会议论文
线上, 2022-4
作者:
Qi Qiu
;
Kai Sun
;
Jing Zhang
;
Panpan Liu
;
Liang Wang
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/06/28
Deep learning
Meningioma
Sinus invasion
Multimodal fusion
A two-center radiomic analysis for differentiating major depressive disorder using multi-modality MRI data under different parcellation methods
期刊论文
JOURNAL OF AFFECTIVE DISORDERS, 2022, 卷号: 300, 页码: 1-9
作者:
Sun, Kai
;
Liu, Zhenyu
;
Chen, Guanmao
;
Zhou, Zhifeng
;
Zhong, Shuming
收藏
  |  
浏览/下载:55/0
  |  
提交时间:2022/02/16
Major depressive disorder
rs-fMRI
VBM
Radiomics
Classification
Self-Supervised Monocular Depth Estimation via Discrete Strategy and Uncertainty
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1307-1310
作者:
Zhenyu Li
;
Junjun Jiang
;
Xianming Liu
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2022/06/27
Development and validation of a radiopathomics model to predict pathological complete response to neoadjuvant chemoradiotherapy in locally advanced rectal cancer: a multicentre observational study
期刊论文
LANCET DIGITAL HEALTH, 2022, 卷号: 4, 期号: 1, 页码: E8-E17
作者:
Feng, Lili
;
Liu, Zhenyu
;
Li, Chaofeng
;
Li, Zhenhui
;
Lou, Xiaoying
收藏
  |  
浏览/下载:59/0
  |  
提交时间:2022/02/16
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