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MRI-derived radiomics models for diagnosis, aggressiveness, and prognosis evaluation in prostate cancer
期刊论文
JOURNAL OF ZHEJIANG UNIVERSITY-SCIENCE B, 2023, 卷号: 24, 期号: 8, 页码: 663-681
作者:
Zhu, Xuehua
;
Shao, Lizhi
;
Liu, Zhenyu
;
Liu, Zenan
;
He, Jide
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/11/17
Magnetic resonance imaging (MRI)
Radiomics
Prostate cancer
Predictive model
DATA-ADAPTIVE EFFICIENT ESTIMATION STRATEGIES FOR BIOMARKER STUDIES EMBEDDED IN RANDOMIZED TRIALS
期刊论文
ANNALS OF APPLIED STATISTICS, 2022, 卷号: 16, 期号: 4, 页码: 2250-2265
作者:
Zhang, Weiz
;
Zhang, Zhi wei
;
Troendle, James F.
;
Liu, Aiyi
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/02/07
Augmentation
precision medicine
semiparametric theory
super learner
two-phase sampling
Plasma lipid-based machine learning models provides a potential diagnostic tool for colorectal cancer patients
期刊论文
CLINICA CHIMICA ACTA, 2022, 卷号: 536
作者:
Yang, Chenxi
;
Zhou, Sicheng
;
Zhu, Jing
;
Sheng, Huaying
;
Mao, Weimin
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2022/12/23
Lipidomics
Diagnosis
Prognosis
ROC
Machine learning
Impaired time-distance reconfiguration patterns in Alzheimer's disease: a dynamic functional connectivity study with 809 individuals from 7 sites
期刊论文
BMC Bioinformatics, 2022, 卷号: 23, 期号: Suppl 6
作者:
Du,Kai
;
Chen,Pindong
;
Zhao,Kun
;
Qu,Yida
;
Kang,Xiaopeng
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2022/07/25
Time distance nodal connectivity diversity
Dynamic functional connectivity
Network reconfiguration
Multicenter
Alzheimer's disease
Triglycerides as Biomarker for Predicting Systemic Lupus Erythematosus Related Kidney Injury of Negative Proteinuria
期刊论文
BIOMOLECULES, 2022, 卷号: 12, 期号: 7
作者:
Si, Mingjun
;
Li, Danyang
;
Liu, Ting
;
Cai, Yuanyan
;
Yang, Jingyu
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  |  
浏览/下载:19/0
  |  
提交时间:2022/08/09
systemic lupus erythematosus
association rule mining
apriori algorithm
kidney injury
triglycerides
Impact of clinical and molecular features on efficacy and outcome of patients with non-small cell lung cancer receiving second-line osimertinib
期刊论文
BMC CANCER, 2022, 卷号: 22
作者:
Jin, Ying
;
Lin, Chen
;
Shi, Xun
;
He, Qiong
;
Yan, Junrong
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2022/12/23
Clinical and molecular features
Efficacy and outcome
EGFR T790M mutation
Non-small-cell lung cancer
Osimertinib
hDirect-MAP: projection-free single-cell modeling of response to checkpoint immunotherapy
期刊论文
BRIEFINGS IN BIOINFORMATICS, 2022, 卷号: 23, 期号: 2, 页码: 16
作者:
Lu, Yong
;
Xue, Gang
;
Zheng, Ningbo
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  |  
浏览/下载:13/0
  |  
提交时间:2023/02/07
single-cell RNA sequencing (scRNA-seq)
single-cell mass cytometry (CyTOF)
Pareto optimization
projection-free single-cell modeling
response to immune checkpoint blockade
Associations of Clinical and Molecular Characteristics with the Response to Immune Checkpoint Blockade in Advanced Gastric Cancers
期刊论文
JOURNAL OF ONCOLOGY, 2022, 卷号: 2022
作者:
Xu, Xiaoqing
;
Li, Jingjing
;
Gao, Yiding
;
Lv, Wangxia
;
Wei, Qing
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2022/05/16
Integrated genomic and DNA methylation analysis of patients with advanced non-small cell lung cancer with brain metastases
期刊论文
MOLECULAR BRAIN, 2021, 卷号: 14
作者:
Xu, Yanjun
;
Huang, Zhiyu
;
Yu, Xiaoqing
;
Chen, Kaiyan
;
Fan, Yun
收藏
  |  
浏览/下载:74/0
  |  
提交时间:2022/01/25
Brain metastases
Predictive biomarker
DNA methylation
Somatic mutation
Advanced non-small cell lung cancer (advanced NSCLC)
A Support Vector Machine Based on Liquid Immune Profiling Predicts Major Pathological Response to Chemotherapy Plus Anti-PD-1/PD-L1 as a Neoadjuvant Treatment for Patients With Resectable Non-Small Cell Lung Cancer
期刊论文
FRONTIERS IN IMMUNOLOGY, 2021, 卷号: 12
作者:
Peng, Jie
;
Zou, Dan
;
Han, Lijie
;
Yin, Zuomin
;
Hu, Xiao
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2022/02/14
non-small cell lung cancer
support vector machine
major pathological response
liquid immune profiling
neoadjuvant treatment
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