This is raw data of Gal-9 real-time PCR. by Farzad Nasri (8941850)

“…These results highlight IFN-β as a promising agent for targeting critical pathways in AML and suggest a modulatory, but less potent role for Vit D.</p></div>…”

This is raw data of IL-10 ELISA. by Farzad Nasri (8941850)

“…These results highlight IFN-β as a promising agent for targeting critical pathways in AML and suggest a modulatory, but less potent role for Vit D.</p></div>…”

This is raw data of NF-κB real-time PCR. by Farzad Nasri (8941850)

“…These results highlight IFN-β as a promising agent for targeting critical pathways in AML and suggest a modulatory, but less potent role for Vit D.</p></div>…”

This is raw data of IL-1β real-time PCR. by Farzad Nasri (8941850)

“…These results highlight IFN-β as a promising agent for targeting critical pathways in AML and suggest a modulatory, but less potent role for Vit D.</p></div>…”

This is raw data of β-catenin real-time PCR. by Farzad Nasri (8941850)

“…These results highlight IFN-β as a promising agent for targeting critical pathways in AML and suggest a modulatory, but less potent role for Vit D.</p></div>…”

Details of the primers applied in real-time PCR. by Farzad Nasri (8941850)

“…These results highlight IFN-β as a promising agent for targeting critical pathways in AML and suggest a modulatory, but less potent role for Vit D.</p></div>…”

This is raw data of viability data. by Farzad Nasri (8941850)

“…These results highlight IFN-β as a promising agent for targeting critical pathways in AML and suggest a modulatory, but less potent role for Vit D.</p></div>…”

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. …”

Gene expression omnibus datasets. by Xinyi Xia (7516694)

“…<div><p>Although the link between ischemia-reperfusion injury (IRI) and T cell-mediated rejection (TCMR) in kidney transplantation (KT) is well known, the mechanism remains unclear. We investigated essential genes and biological processes involved in interactions between IRI and TCMR. …”

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

“…Numerous studies have highlighted the significance of PANoptosis in brain ischemia–reperfusion (I/R) injury. …”

Basic characteristics of the afforested land. by Yao Zhong (280645)

“…The results revealed that land use significantly altered the distribution of carbon fractions. …”

Study Flowchart. by Jae-Heung Cho (798319)

“…<div><p>The effectiveness and cost-effectiveness of <i>Chuna</i> manual therapy (CMT) for temporomandibular joint disorders (TMD) remain unclear. Here, we compared the effectiveness of CMT and usual care for treating myofascial TMD. …”

Changes in outcomes over time. by Jae-Heung Cho (798319)

“…<div><p>The effectiveness and cost-effectiveness of <i>Chuna</i> manual therapy (CMT) for temporomandibular joint disorders (TMD) remain unclear. Here, we compared the effectiveness of CMT and usual care for treating myofascial TMD. …”

Study timetable. by Jae-Heung Cho (798319)

“…<div><p>The effectiveness and cost-effectiveness of <i>Chuna</i> manual therapy (CMT) for temporomandibular joint disorders (TMD) remain unclear. Here, we compared the effectiveness of CMT and usual care for treating myofascial TMD. …”

Cumulative incidence curves of recovery by group. by Jae-Heung Cho (798319)

“…<div><p>The effectiveness and cost-effectiveness of <i>Chuna</i> manual therapy (CMT) for temporomandibular joint disorders (TMD) remain unclear. Here, we compared the effectiveness of CMT and usual care for treating myofascial TMD. …”

Design of the D-trial. by Torsten Schober (20485754)

“…In the context of standardized production, we therefore advocate high-density production systems that increase the proportion of desired inflorescence fractions from upper canopy layers.…”

Estimated mean values for light interception. by Torsten Schober (20485754)

“…In the context of standardized production, we therefore advocate high-density production systems that increase the proportion of desired inflorescence fractions from upper canopy layers.…”

Raw data V-trial. by Torsten Schober (20485754)

“…In the context of standardized production, we therefore advocate high-density production systems that increase the proportion of desired inflorescence fractions from upper canopy layers.…”

Raw data D-trial. by Torsten Schober (20485754)

“…In the context of standardized production, we therefore advocate high-density production systems that increase the proportion of desired inflorescence fractions from upper canopy layers.…”

Detailed information of the observation datasets. by Weidong Ji (129916)

“…Understanding spatial-temporal characteristics of wind speed is significant in meteorology, coastal engineering design and maritime industries. …”