A Survey for Deep Reinforcement Learning Based Network Intrusion Detection
This paper surveys deep reinforcement learning (DRL) for network intrusion detection, evaluating model efficiency, minority attack detection, and dataset imbalance. Findings show DRL achieves state‐of‐the‐art results on public datasets, sometimes surpassing traditional deep learning.
Wanrong Yang +3 more
wiley +1 more source
Higher Diagnostic Accuracy of an AI Model for Colposcopy Compared With Conventional and Digital Colposcopic Evaluation. [PDF]
Booth BB +6 more
europepmc +1 more source
Indicators to identify cancer screening providers with suboptimal case detection: A scoping review
What's new? Quality control of cancer screening programs is essential to maintaining high public health standards. Here, the authors reviewed monitoring of case detection in cervical and colorectal cancer screening programs in Europe, and evaluated its effectiveness. They analysed 20 different measures used for this purpose and showed that many of them
Jiayao Lei +5 more
wiley +1 more source
Alcohol attenuates CRF-induced excitatory effects from the extended amygdala to dorsostriatal cholinergic interneurons. [PDF]
Essoh A +14 more
europepmc +1 more source
ABSTRACT The present study aimed to examine the effects of post‐activation performance enhancement (PAPE) protocols employing half‐squat exercises, performed using either a traditional set (PAPEtraditionalset) or a cluster set (PAPEclusterset), on peak oxygen uptake (V˙ $\dot{\mathrm{V}}$O2peak), the time spent at ≥ 90% maximal oxygen uptake (V˙ $\dot{\
Merve Cin, Özcan Saygın, Refik Çabuk
wiley +1 more source
Endothelial activation and stress index (EASIX) as a predictor of acute kidney injury in patients undergoing transcatheter aortic valve replacement: A retrospective cohort study. [PDF]
Özen Y +11 more
europepmc +1 more source
Controlled trial of cervical cancer screening frequency among human‐papillomavirus‐vaccinated women
What's new? Since the introduction of the human papillomavirus (HPV) vaccine in 2006, vaccine‐type infections have declined markedly. As nonvaccine HPV types generally carry lower oncogenic potential, this shift warrants reevaluation of cervical screening regimens.
Mònica Ortega Llobet +10 more
wiley +1 more source
Characteristics of chromosomal instability‑related lncRNAs associated with progression and prognosis in breast cancer. [PDF]
Chen Q, Chen H, Yang H, Tao Y, Zhu X.
europepmc +1 more source
Chromosomal instability shapes the tumor microenvironment of esophageal adenocarcinoma via a cGAS-chemokine-myeloid axis. [PDF]
Beernaert B +31 more
europepmc +1 more source

