Hyperparameter ranges by Eloy Geenjaar (21533195)

“…While many tr-FC approaches have been proposed, most are linear approaches, e.g. computing the linear correlation at a timestep or within a window. In this work, we propose to use a generative non-linear deep learning model, a disentangled variational autoencoder (DSVAE), that factorizes out window-specific (context) information from timestep-specific (local) information. …”

Convolutional vs RNN context encoder by Eloy Geenjaar (21533195)

“…While many tr-FC approaches have been proposed, most are linear approaches, e.g. computing the linear correlation at a timestep or within a window. In this work, we propose to use a generative non-linear deep learning model, a disentangled variational autoencoder (DSVAE), that factorizes out window-specific (context) information from timestep-specific (local) information. …”

Juvenile demyelination induces a loss of functional autapses. by Sara Hijazi (21656615)

“…Cuprizone-treated mice show a significant decrease in the percentage of cells showing an autaptic response (<i>Fisher’s exact test; *p = 0.0173</i>). …”

Diallyl Trisulfide, an Active Substance from Garlic, Inhibits Female Oviposition by Decreasing the Expression of the <i>OCT</i> Gene, which is Highly Expressed in the Spermathecal... by Wen-Han Yan (20539256)

“…Conversely, triacylglycerol (TG) decreased significantly. The expression of the 5<i>-HT</i> 2<i>A</i> receptor gene, which is highly expressed in the abdomen, was significantly decreased. …”

Diallyl Trisulfide, an Active Substance from Garlic, Inhibits Female Oviposition by Decreasing the Expression of the <i>OCT</i> Gene, which is Highly Expressed in the Spermathecal... by Wen-Han Yan (20539256)

“…Conversely, triacylglycerol (TG) decreased significantly. The expression of the 5<i>-HT</i> 2<i>A</i> receptor gene, which is highly expressed in the abdomen, was significantly decreased. …”

Swab cultures around the hole of a needle-removing device. by Miki Doi (15347878)

Structural equation models raw data. by K. Kanoho Hosoda (19929050)

“…Giving kindness was significantly associated with decreased stress reduction and decreased institutional identity. …”

Summary of sample descriptive statistics. by K. Kanoho Hosoda (19929050)

“…Giving kindness was significantly associated with decreased stress reduction and decreased institutional identity. …”

Flow chart of participants selection. by Linjia Duan (13276989)

“…Moreover, the risk of mortality significantly decreased with a greater number of cognitive activities. …”

Principal component analysis with correlation circles (A, C) and factor maps (B, D) showing the grouping of the 29 <i>Synsepalum dulcificum</i> accessions based on 20 mineral eleme... by Rabiath F. R. Adigoun (14189090)

Calycosin Inhibit PANoptosis and Alleviate Brain Damage: A Bioinformatics and Experimental Verification Approach by Huiyan An (20959966)

“…Calycosin, a natural product with diverse biological activities, has demonstrated a significant reduction in neuronal death caused by ischemic brain injury by modulating multiple cell death pathways. …”

In BC tissue samples and BC cell lines, the expression of let-7b-5p decreased while the expression of AURKB increased. by Murat Kaya (578380)

Nonmetric multidimensional scaling (NMDS) ordination plot based on the Bray‒Curtis distance of samples for the bacterial (a) and fungal communities (b) in the mobile and fixed dune... by Chengchen Pan (287383)

The effect of CWI on blood levels of (A) creatine kinase (CK); (B) CK-muscle brain (CK-MB) and (C) lactate dehydrogenase (LDH) in young healthy males. by Aneta Teległów (9570190)

Map of Zimbabwe highlighting the districts detected as persistent hotspots of <i>S. haematobium</i> prevalence (PPHS), persistent hotspots of decreased praziquantel efficacy (EPHS)... by Takafira Mduluza (39754)

The significant decrease in GLT-1 levels observed in the nucleus accumbens of rats that had consumed morphine for fifty-six days was completely reversed by the co-administration of... by María Elena Quintanilla (8068691)

Graph of surface roughness values of specimens after testing with different particle sizes at a concentration of 4 mg/mL (a) Ra, Rq (b) Rz (c) Sa, Sq (d) Sz, Sp, Sv. by Yang Li (7082)

Sodium levels (mg/100 g) in matched restaurant menu items in 2016 and 2020 by UK NSRI food categories with ≥ 10 items. by Caroline G. Middleton (22041479)

Sodium levels in Canadian restaurant menu items compared to UK National Salt Reduction Initiative (NSRI) targets by UK NSRI food category. by Caroline G. Middleton (22041479)

Quantitative analysis. by Miao Cheng (4348510)

“…The results of in vitro results showed a significant decrease in NMRAL1 mRNA expression in LPS-treated cells (<i>P</i><0.001), which was further reduced in NMRAL1 siRNA-transfected cells (<i>P</i><0.0001), confirming successful transfection. …”