TA–APTES Coating Facilitated Secondary Reactions for Synthesis of Multifunctional Porous Melamine Sponge and Application in Wastewater Treatment by Teng Chen (573322)

“…Secondary reactions induced by functional surface coating are of critical significance and have attracted substantial interest, as the surface coating can function as a versatile platform for designing multifunctional coatings by tailoring the surface performance. …”

TA–APTES Coating Facilitated Secondary Reactions for Synthesis of Multifunctional Porous Melamine Sponge and Application in Wastewater Treatment by Teng Chen (573322)

“…Secondary reactions induced by functional surface coating are of critical significance and have attracted substantial interest, as the surface coating can function as a versatile platform for designing multifunctional coatings by tailoring the surface performance. …”

TA–APTES Coating Facilitated Secondary Reactions for Synthesis of Multifunctional Porous Melamine Sponge and Application in Wastewater Treatment by Teng Chen (573322)

“…Secondary reactions induced by functional surface coating are of critical significance and have attracted substantial interest, as the surface coating can function as a versatile platform for designing multifunctional coatings by tailoring the surface performance. …”

TA–APTES Coating Facilitated Secondary Reactions for Synthesis of Multifunctional Porous Melamine Sponge and Application in Wastewater Treatment by Teng Chen (573322)

“…Secondary reactions induced by functional surface coating are of critical significance and have attracted substantial interest, as the surface coating can function as a versatile platform for designing multifunctional coatings by tailoring the surface performance. …”

Quantitative real-time PCR analysis of high-risk CRLs and co-expressed CRGs in GBM human cell lines and the GBM mouse model. by Yajia Chen (20685780)

Evaluation of risk model. by Yajia Chen (20685780)

Overexpression of miR-184 disrupts pleated septate junctions in peripheral nerves. by Sravya Paluri (5475260)

Relationship of risk score with immune status. by Yajia Chen (20685780)

Data processing and predictive model construction. by Yajia Chen (20685780)

Expression of high-risk CRLs and co-expression CRGs in the GBM cuproptosis model. by Yajia Chen (20685780)

Analysis of independent prognostic factors. by Yajia Chen (20685780)

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. …”

(a) X-ray diffraction (XRD) pattern of the cobalt nitrate catalyst, showing the crystallinity and phase structure of the Co/Al₂O₃ catalyst. (b) Fourier transform infrared (FTIR) sp... by Ning Zuo (17295415)

Receiver operating characteristic curve for anti-NIE antibodies for <i>S. stercoralis.</i> by Jannet A. Tobon Ramos (20855642)

“…The seroprevalence increased with age and was significantly decreased following IDA treatment in each age group (<a href="http://www.plosntds.org/article/info:doi/10.1371/journal.pntd.0012851#pntd.0012851.g006" target="_blank">Fig 6</a>). …”

The impact of MDA on hookworm prevalence and intensity of infection stratified by treatment with IDA or DA. by Jannet A. Tobon Ramos (20855642)

NIE ELISA results. by Jannet A. Tobon Ramos (20855642)

“…We compared the effectiveness of a single round of MDA with IDA or DA on hookworm and strongyloidiasis in PNG.…”

Kato Katz and PCR database 12 months collection. by Jannet A. Tobon Ramos (20855642)

“…We compared the effectiveness of a single round of MDA with IDA or DA on hookworm and strongyloidiasis in PNG.…”

Master database baseline, 4 weeks and 1 year. by Jannet A. Tobon Ramos (20855642)

“…We compared the effectiveness of a single round of MDA with IDA or DA on hookworm and strongyloidiasis in PNG.…”

Clustering analysis of total and active RNAP II at genes during the transition from G1 to G2. by Douglas Maya-Miles (7024967)

List of drug resistance gene. by Shuai Huang (60512)

“…Additionally, 16S rRNA species profiling revealed that the composting process significantly altered the microbial community structure, with an increased abundance of Firmicutes and a decreased abundance of Bacteroidetes in composted pig manure. …”