Overhead view of the eye drop aid. by 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%. …”

Supplementary data: Flowchart of the study. by Suphanida Kaewkamchai (19762172)

“…<i>albicans</i> in the SDF groups were significantly lower than the control group (<i>p</i><0.001). …”

Prolonged sitting time and all-cause mortality: the mediating and predictive role of kidney function markers by Li Wang (15202)

“…</p> <p>Prolonged daily sitting time is significantly associated with an increased risk of all-cause mortality, potentially mediated by impaired kidney function. …”

All data. by Ke Li (106849)

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. …”

Fig 3 - by Micha Keller (11312748)

“…For MFHA durations, CVH exhibits significant concomitant ‘shifting’ of ANS activity between IM- and LF-band during CVH intervention: LF-band duration increases by the amount that IM-band decreases. …”

<i>upd3</i> loss-of-function mutations suppress the synthetic lethal phenotype of <i>Gpdh1</i>^{<i>A10/B18</i>}<i>; Ldh</i>^<i>16/17</i> double mutants. by Madhulika Rai (4352803)

Global-GM and CSF fMRI signals during steady-state conditions. by Juliana Zimmermann (10507091)

Changes in global brain blood volume mediate CSF in- and outflux. by Juliana Zimmermann (10507091)

RNAi targeting of <i>upd3</i> expression in muscle of <i>Gpdh1; Ldh</i> double mutant partially suppresses the developmental arrest phenotype. by Madhulika Rai (4352803)

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

Coupled gGM and CSF fMRI signal changes induced by a transient hypercapnia challenge. by Juliana Zimmermann (10507091)

<i>Gpdh1; Ldh</i> double mutants display increased <i>upd3</i> expression. by Madhulika Rai (4352803)

The spatial pattern of dengue including hotspot and coldspot in Bangladesh in 2019–2023. by Kamal Hossain (331680)

The spatial distribution of dengue incidence rate per million by month across districts of Bangladesh in 2023. by Kamal Hossain (331680)

The spatial distribution of dengue incidence rate per million by month across districts of Bangladesh in 2022. by Kamal Hossain (331680)

The spatial distribution of districtwide dengue cases and dengue incidence rate (DIR) per million in Bangladesh in 2019–2023. by Kamal Hossain (331680)

Flowchart of Methodology. by Kamal Hossain (331680)

“…</p><p>Results</p><p>Dengue cases in Bangladesh exhibited a significant increase from 2019 to 2023 (excluding 2020 data), with a cumulative total of 513,344 reported cases. …”

Mouse and human T-ALL samples show differential expression of genes involved in sensitivity to NAMPT inhibition. by Chelsea Vrana (21560473)

Forest plot depicting hazard ratios for the development of cardiovascular diseases. by Teng-Li Lin (5559284)