Results 81 to 90 of about 254,345 (274)
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT Background Emerging evidence suggests that low‐frequency neural oscillations are dynamically regulated by consciousness levels, with the recovery of low cortical activity potentially serving as a neurophysiological substrate for conscious emergence. Targeted enhancement of these low‐frequency rhythms in patients with disorders of consciousness
Chuan Xu +10 more
wiley +1 more source
DPRF: A Differential Privacy Protection Random Forest
IEEE Access, 2019 Providing privacy protection for classification algorithms has become a research hotspot in current data mining. In this paper, differential privacy is applied to the random forest classification algorithm, and a random forest algorithm based on ...
Jun Hou +5 more
doaj +1 more source
The Cost of Privacy: Optimal Rates of Convergence for Parameter Estimation with Differential Privacy [PDF]
, 2019 Tommaso Cai, Yichen Wang, Linjun Zhang
openalex +1 more source
Location‐Specific Hematoma Volume Predicts Early Neurological Deterioration in Supratentorial ICH
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT Objective Early neurological deterioration (END) adversely affects outcomes in patients with intracerebral hemorrhage (ICH). This study aimed to determine the location‐specific hematoma volumes for END in supratentorial ICH patients. Methods We retrospectively analyzed supratentorial ICH patients presenting from two prospective cohorts.
Zuoqiao Li +10 more
wiley +1 more source
Linear and Range Counting under Metric-based Local Differential Privacy [PDF]
, 2019 Zhuolun Xiang +3 more
openalex +1 more source
Unexpected Information Leakage of Differential Privacy Due to Linear Property of Queries [PDF]
, 2020 Wen Huang, Shijie Zhou, Yongjian Liao
openalex +1 more source
Adding Edge Local Differential Privacy to the Dynamic Stochastic Block Model [PDF]
, 2023 Sudipta Paul +2 more
openalex +1 more source
CSF Monoamine Metabolites and Cognitive Trajectory in Early Parkinson's Disease
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT Background Imaging and postmortem studies indicate that abnormalities in monoaminergic neurotransmission contribute to cognitive impairment in Parkinson's disease (PD). However, it remains uncertain if cerebrospinal fluid (CSF) monoamine metabolites can serve as biomarkers of cognitive decline in early PD.
Jing‐Yu Shao +7 more
wiley +1 more source
Study on utility optimization for randomized response mechanism
Tongxin xuebao, 2019 For the study of privacy-utility trade-off in local differential privacy,the utility optimization models of binary generalized random response mechanism for the case of differential privacy and approximate differential privacy were established.By graphic
Yihui ZHOU, Laifeng LU, Zhenqiang WU
doaj +2 more sources
Differential Privacy for Data and Model Publishing of Medical Data
IEEE Access, 2019 Combining medical data and machine learning has fully utilized the value of medical data. However, medical data contain a large amount of sensitive information, and the inappropriate handling of data can lead to the leakage of personal privacy.
Zongkun Sun +4 more
doaj +1 more source