Increasing the Scale of the Mass Spectrometry Query Language Compendium with Explainable AI by Thomas V. Harwood (22117921)

Subjects:

The steps we follow to train and validate a predictive model for categorizing an evaluator’s opinion toward a contributor’s pull request as likely to increase, decrease, or not affect trust. by Hitesh Sapkota (8201127)

Task variability/correlations decrease independently of mean task activity removal step in fMRI data. by Takuya Ito (57473)

Evaluating OpenAI Whisper and its variants for increasing the accessibility of audio collections by Michael Trizna (7162538)

Modeling the Shape and Stability of Co Nanoparticles as a Function of Size and Support Interactions through DFT Calculations and Monte Carlo Simulations by Enrico Sireci (12127349)

“…We report a marked increase in step and kink sites at the expense of terraces with increasing particle size, which we linked to the experimentally observed increase in turnover frequency (TOF). …”

Results of normal and wide step width (cm). by Fateme Khorramroo (18086501)

“…<div><p>Flat foot is a common condition marked by the collapse of the medial longitudinal arch, leading to altered lower limb biomechanics and increased risk of musculoskeletal injuries. …”

ComBat normalization markedly increases cross-study prediction when the studies have batch effects when using LASSO classifiers. by Yilin Gao (4335571)

ComBat normalization markedly increases cross-study prediction when the studies have batch effects when using XGBoost classifiers. by Yilin Gao (4335571)

Withdrawal of Type I JAKinibs increased STAT phosphorylation, a phenomenon present but markedly lower in Type II JAKinibs. by Ilya Gurevic (1326786)

“…(A) pJAK2 peaked at time zero after exposure to baricitinib and ruxolitinib and then decreases. …”

The Transition from a Compensatory Increase to a Decrease in C-peptide During the Progression to Type 1 Diabetes and Its Relation to Risk by Heba M Ismail (9568748)

“…Conclusions</p> <p>A transition from an increase to a decrease in AUC C-peptide approximately 1.5 years pre-diagnosis was validated in two independent cohorts. …”

Effective contact rate over time for the different modelling scenarios considered: fixed, continuously increasing, continuously decreasing and with a step-decrease. by Joshua Looker (21390948)

“…<p>Effective contact rate over time for the different modelling scenarios considered: fixed, continuously increasing, continuously decreasing and with a step-decrease.</p>…”

ComBat normalization markedly increases cross-study prediction when the training and test data have different feature distribution with XGBoost classifiers. by Yilin Gao (4335571)

ALS patients’ tissues exhibit increased phosphorylation of MARK2. by Yu-Ning Lu (10291271)

“…<p>(<b>A</b>) Representative immunoblot analyses of PKCδ, MARK2-⁵⁹⁵T, and eIF2α in the spinal cord tissues from ALS patients and non-ALS controls, indicating that increased phosphorylation of PKCδ-⁵⁰⁵T, MARK2-⁵⁹⁵T, and eIF2α-⁵¹S is a general phenotype in patient tissues. …”

Deletion of Hhp2 markedly increased Sre1 activity. by Hao Miao (1742044)

“…<p>Deletion of <i>hhp2</i>⁺ gene markedly increased Sre1 activity in the presence/absence of CLZ (2 μg/ml to 8 μg/ml) (A), TER (2 μg/ml to 8 μg/ml) (B) or CoCl₂ (0.08 mM to 0.32 mM) (C). …”

ComBat normalization markedly increases cross-study prediction when the training and test data have varying degrees of overlap in disease-associated OTUs. by Yilin Gao (4335571)

Disturbance of coherent behaviour leads to a decrease in information transfer. by Hannah Zoller (19688084)

S1 Graphical abstract - by Barbara Pucelik (2988795)

Subjects:

Algorithm operation steps. by Junyan Wang (4738518)

“…To improve model accuracy further, we introduce the SE attention mechanism that adaptively adjusts the weights of feature channels to enhance the discriminative ability of insulator defect features. …”

The test steps. by Ruihong Wang (1932328)

Table1_Aristolochic acid I exposure decreases oocyte quality.DOCX by Weidong Li (292436)

“…<p>Oocyte quality is a determinant of a successful pregnancy. The final step of oocyte development is oocyte maturation, which is susceptible to environmental exposures. …”