IG feature selection process. by Ahmed Muqdad Alnasrallah (21647492)

“…The proposed model employs Information Gain (IG) and Recursive Feature Elimination (RFE) in parallel to select the top 50% of features, from which intersection and union subsets are created, followed by a deep autoencoder (DAE) to reduce dimensionality without losing important data. …”

RFE feature selection process. by Ahmed Muqdad Alnasrallah (21647492)

“…The proposed model employs Information Gain (IG) and Recursive Feature Elimination (RFE) in parallel to select the top 50% of features, from which intersection and union subsets are created, followed by a deep autoencoder (DAE) to reduce dimensionality without losing important data. …”

CICID2017 dataset information. by Ahmed Muqdad Alnasrallah (21647492)

“…The proposed model employs Information Gain (IG) and Recursive Feature Elimination (RFE) in parallel to select the top 50% of features, from which intersection and union subsets are created, followed by a deep autoencoder (DAE) to reduce dimensionality without losing important data. …”

Shows the basic architecture of an autoencoder. by Ahmed Muqdad Alnasrallah (21647492)

“…The proposed model employs Information Gain (IG) and Recursive Feature Elimination (RFE) in parallel to select the top 50% of features, from which intersection and union subsets are created, followed by a deep autoencoder (DAE) to reduce dimensionality without losing important data. …”

Architecture of deep neural networks. by Ahmed Muqdad Alnasrallah (21647492)

“…The proposed model employs Information Gain (IG) and Recursive Feature Elimination (RFE) in parallel to select the top 50% of features, from which intersection and union subsets are created, followed by a deep autoencoder (DAE) to reduce dimensionality without losing important data. …”

Proposed model framework. by Ahmed Muqdad Alnasrallah (21647492)

“…The proposed model employs Information Gain (IG) and Recursive Feature Elimination (RFE) in parallel to select the top 50% of features, from which intersection and union subsets are created, followed by a deep autoencoder (DAE) to reduce dimensionality without losing important data. …”

WUSTL-EHMS-2020 dataset information. by Ahmed Muqdad Alnasrallah (21647492)

“…The proposed model employs Information Gain (IG) and Recursive Feature Elimination (RFE) in parallel to select the top 50% of features, from which intersection and union subsets are created, followed by a deep autoencoder (DAE) to reduce dimensionality without losing important data. …”

Cell motility depends on a QSF secreted by cells. by Laurent Golé (198154)

“…Cells were recorded during 50 min, 1.5 hours after cells were washed in a fresh HL5 medium. …”

SIRT3 overexpression increased mitochondrial biogenesis in ccRCC cells. by Young-Ran Gu (12822429)

Effects of GSI treatment on MAPK, PI3K/AKT and NF-κB pathway activation in LPS/IC-activated macrophages. by Wipawee Wongchana (5367968)

“…The arrows indicate cells with decreased or no p50 nuclear translocation (green). …”

Liquid cultures in RPMI-1640. by Nicholas C. Schena (16541975)

The mitochondrial H⁺ gradient of hypothermic brain mitochondria is reduced relative to physiological temperature. by Matthew E. Pamenter (111599)

“…<p><b>(A)</b> Hypothermic (black circles) brain H⁺ flux and oxygen consumption are equally coupled but reduced in magnitude relative to at physiological temperature (open circles). <b>(B)</b> Percent decrease of mitochondrial respiration, and <b>(C)</b> mitochondrial membrane potential with step-wise addition of malonate. …”

Transcript and protein expression levels of IDE (A, C), PLAU (B, D), GSK-3β (E, G) and CDK5 (F, H) in MS and MS9II cells. by Yanlin Wang (110566)

“…Immunoblots and respective histograms showing marked increase in protein levels of GSK-3β (G) and CDK5 (H) in MS9II cells. The protein levels were normalized to the β-actin and the values from four different experiments are expressed as means ± SEM, *<i>p</i><0.05, **<i>p</i><0.01.…”

Metastatic tumor formation after an intracardiac injection of parental and FL cells. by Tomoyuki Nakano (169130)

The effects of intrathecal AMD3100 on the production of neuropeptides and pro-inflammatory cytokines, and cellular adhesion molecules in the ipsilateral L3-L5 spinal cord segment o... by Xin Luo (428648)

Estimated numbers of people aged 65+ years living with dementia under various scenarios and difference to ageing-only scenario. by Binod Nepal (625271)

Fig 1 - by Gilda Cennamo (448296)

“…</b> Left eye of a patient (50 years-old female) with pitituary adenoma before surgery reveals a reduction of vessel density in SCP (A1), DCP (B1), RPC (C1) and an increase of FAZ area (D1) respect to healthy subject. …”

Characterization of the Thermally Induced Topochemical Solid-State Transformation of NH₄[N(CN)₂] into NCNC(NH₂)₂ by Means of X-ray and... by Bettina V. Lotsch (1467520)

Characterization of the Thermally Induced Topochemical Solid-State Transformation of NH₄[N(CN)₂] into NCNC(NH₂)₂ by Means of X-ray and... by Bettina V. Lotsch (1467520)

Image_5_Down-Regulation of Lnc-CYP7A1-1 Rejuvenates Aged Human Mesenchymal Stem Cells to Improve Their Efficacy for Heart Repair Through SYNE1.TIFF by Jun Dong (43792)