Geographical distribution of echocardiographic examinations performed with 133 veterinarians on 921 Newfoundland dogs. by Valérie Chetboul (579758)

Dynamics of PIF4 protein accumulation and autoinhibition in response to temperature. by Sreya Das (20531295)

PIF4 protein level regulates <i>PIF4</i> promoter activity in a temperature-dependent manner. by Sreya Das (20531295)

Neutrophil Superoxide anion production, Heat map for gene expression from neutrophils of CGD patients, and PCA plot for genome-wide gene expression. by Daniel R. Ambruso (12042605)

“…The cells are colored according to expression level relative to row (i.e., relative within gene). Genes that responded to IFN-γ with increased expression are at the bottom and those with decreased expression are at the top. …”

Global transcriptional analysis for activated gametocytes of Δ<i>pbpp6</i> parasites by RNA-seq. by Yonghui Feng (12227596)

qPCR LL-37 gene expression. by Parisa Afzal Haghjoo (22453647)

Raw data for Fig 3a. by Parisa Afzal Haghjoo (22453647)

Raw qPCR data for Fig. 1. by Parisa Afzal Haghjoo (22453647)

Raw data for Fig 3c. by Parisa Afzal Haghjoo (22453647)

Raw data for Fig 3b. by Parisa Afzal Haghjoo (22453647)

Fig 3 - by Samuel Hylander (331771)

Fig 4 - by Samuel Hylander (331771)

Evaluation of chronic <i>in vivo</i> efficacy in 21 days rat MCT model in prevention mode. by Tobias G. Schips (21799838)

Addressing Imbalanced Classification Problems in Drug Discovery and Development Using Random Forest, Support Vector Machine, AutoGluon-Tabular, and H2O AutoML by Ayush Garg (21090944)

“…The important findings of our studies are as follows: (i) there is no effect of threshold optimization on ranking metrics such as AUC and AUPR, but AUC and AUPR get affected by class-weighting and SMOTTomek; (ii) for ML methods RF and SVM, significant percentage improvement up to 375, 33.33, and 450 over all the data sets can be achieved, respectively, for F1 score, MCC, and balanced accuracy, which are suitable for performance evaluation of imbalanced data sets; (iii) for AutoML libraries AutoGluon-Tabular and H2O AutoML, significant percentage improvement up to 383.33, 37.25, and 533.33 over all the data sets can be achieved, respectively, for F1 score, MCC, and balanced accuracy; (iv) the general pattern of percentage improvement in balanced accuracy is that the percentage improvement increases when the class ratio is systematically decreased from 0.5 to 0.1; in the case of F1 score and MCC, maximum improvement is achieved at the class ratio of 0.3; (v) for both ML and AutoML with balancing, it is observed that any individual class-balancing technique does not outperform all other methods on a significantly higher number of data sets based on F1 score; (vi) the three external balancing techniques combined outperformed the internal balancing methods of the ML and AutoML; (vii) AutoML tools perform as good as the ML models and in some cases perform even better for handling imbalanced classification when applied with imbalance handling techniques. …”

The expression profile of lipogenic genes, oxidative stress mediators as well as UPR^ER and mitochondrial stress markers. by Summan Thahiem (20988319)

PP2B dephosphorylates pS295 <i>in vitro</i>. by Takahiko Chimura (729098)

Determination of bladder blood flow in LETO and OLETF rats. by Takafumi Kabuto (14797727)

Variation law of UCS. by Wenyu Lv (20139458)

“…The initial stage of internal crack propagation in sandstone is accompanied by a significant increase in AE events rate and drastic fluctuations in <i>b</i>-value. …”

Changes in the body color of cherry shrimp (<i>N</i>. <i>davidi</i> var. red) across different feed treatment groups (Control, AX100, AX100 + BP, AX200, AX200 + BP) over time. by Wei-Wei Hou (3405947)

Expression analysis of color-related genes in the hepatopancreas and shell tissues of cherry shrimp (<i>N</i>. <i>davidi</i> var. red) fed with vehicle, astaxanthin alone and in co... by Wei-Wei Hou (3405947)