Differential scanning calorimetry tester. حسب Ying Fang (147352)

الموضوعات:

Energy value of endothermic peak of recycled asphalt sample. حسب Ying Fang (147352)

الموضوعات:

Extracted results of evaluation indexes. حسب Ying Fang (147352)

الموضوعات:

Demographics of the enrolled patients. حسب Yuka Kasai (21354922)

"…The success rate in the seated position without the eye drop aid was 71.6%, and this rate decreased with increasing age; with the eye drop aid, the success rate improved significantly to 97.8%. …"

Overhead view of the eye drop aid. حسب Yuka Kasai (21354922)

"…The success rate in the seated position without the eye drop aid was 71.6%, and this rate decreased with increasing age; with the eye drop aid, the success rate improved significantly to 97.8%. …"

Pre- & post awareness session scores. حسب Stavia Turyahabwe (9925935)

"…It helps in better treatment seeking behaviour, improved treatment rates and treatment adherence rates and in turn better cure rates. …"

VOT vs DOTS TB treatment adherence rates. حسب Stavia Turyahabwe (9925935)

"…It helps in better treatment seeking behaviour, improved treatment rates and treatment adherence rates and in turn better cure rates. …"

Sample size and duration of the pilot study. حسب Stavia Turyahabwe (9925935)

"…It helps in better treatment seeking behaviour, improved treatment rates and treatment adherence rates and in turn better cure rates. …"

Addressing Imbalanced Classification Problems in Drug Discovery and Development Using Random Forest, Support Vector Machine, AutoGluon-Tabular, and H2O AutoML حسب 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. …"

Characteristics of water footprint by sector at the regional level in China. حسب Jianqin Ma (20328414)

Domains of NoCs. حسب Gizachew Tadele Tiruneh (8407686)

"…Key implementation strategies co-designed included strengthening community engagement, establishing NoCs, and introducing quality improvement initiatives using the Model for Improvement. …"

Arrangement of PHC facilities in a woreda NoCs. حسب Gizachew Tadele Tiruneh (8407686)

"…Key implementation strategies co-designed included strengthening community engagement, establishing NoCs, and introducing quality improvement initiatives using the Model for Improvement. …"

Passive sensing data. حسب Thierry Jean (20691795)

"…Results also showed that metrics that do not account for imbalance (mean absolute error, accuracy) systematically overestimated performance, XGBoost models performed on par with or better than LSTM models, and a significant yet very small decrease in performance was observed as the forecast horizon expanded. …"

Surveys. حسب Thierry Jean (20691795)

"…Results also showed that metrics that do not account for imbalance (mean absolute error, accuracy) systematically overestimated performance, XGBoost models performed on par with or better than LSTM models, and a significant yet very small decrease in performance was observed as the forecast horizon expanded. …"

Flow of operation of improved KMA. حسب Li Yuan (102305)

"…The computational complexity of the improved model decreased dramatically, but the average classification accuracy was only 1.6% lower than that before the improvement. …"

Improved DAE based on LSTM. حسب Li Yuan (102305)

"…The computational complexity of the improved model decreased dramatically, but the average classification accuracy was only 1.6% lower than that before the improvement. …"

Study data. حسب Jie Liu (15128)

"…</p><p> Conclusion </p><p>During the COVID-19 pandemic, both roxadustat and ESAs effectively improved renal anemia in PD patients, however, the roxadustat group experienced less additional costs for anemia correction and better medication compliance.…"

Summary of clinical outcomes after 9 months. حسب Jie Liu (15128)

"…</p><p> Conclusion </p><p>During the COVID-19 pandemic, both roxadustat and ESAs effectively improved renal anemia in PD patients, however, the roxadustat group experienced less additional costs for anemia correction and better medication compliance.…"

Approval by the research ethics committee. حسب Jie Liu (15128)

"…</p><p> Conclusion </p><p>During the COVID-19 pandemic, both roxadustat and ESAs effectively improved renal anemia in PD patients, however, the roxadustat group experienced less additional costs for anemia correction and better medication compliance.…"

Architecture of Swin-T model. حسب Wen-Qing Huang (5258126)

"…Moreover, compared to other mainstream image classification models, this model exhibits more balanced performance on a public dataset, with improved accuracy and speed that better align with the practical requirements of pavement inspection. …"