Pressure control techniques in freeze-drying by Geoff Smith (6064268)

“…The most common Pressure control techniques would be listed as follows:</p><ul><li>PID method</li><li>Fuzzy logic</li><li>Max pressure algorithms</li><li>Reinforcement learning</li><li>Adaptive control</li><li>Setpoint profile tracking (Bang-bang control)</li></ul><p dir="ltr">Pressure control systems have to perform a particular task in the target process considering some key functionalities like: system dynamism, control performance, stability, adaptability, accuracy, etc. …”

Assessing the risk of acute kidney injury associated with a four-drug regimen for heart failure: a ten-year real-world pharmacovigilance analysis based on FAERS events by Sen Lin (182597)

“…Disproportionality analysis and subgroup analysis were performed using four algorithms. Time-to-onset (TTO) analysis was used to assess the temporal risk patterns of ADE occurrence. …”

<b>Leveraging protected areas for dual goals of biodiversity conservation and zoonotic</b> <b>risk reduction</b> by Li Yang (13558573)

“…Each approach was run using both the Additive Benefit Function (ABF) and Core-Area Zonation (CAZ) algorithms.…”

Data Sheet 6_Identification and validation of ubiquitination-related genes for predicting cervical cancer outcome.csv by Ge Jin (347352)

“…However, the biological function and clinical value of ubiquitination-related genes (UbLGs) in CC remain unclear. …”

Data Sheet 8_Identification and validation of ubiquitination-related genes for predicting cervical cancer outcome.xlsx by Ge Jin (347352)

“…However, the biological function and clinical value of ubiquitination-related genes (UbLGs) in CC remain unclear. …”

Image 1_Identification and validation of ubiquitination-related genes for predicting cervical cancer outcome.tif by Ge Jin (347352)

“…However, the biological function and clinical value of ubiquitination-related genes (UbLGs) in CC remain unclear. …”

Data Sheet 7_Identification and validation of ubiquitination-related genes for predicting cervical cancer outcome.csv by Ge Jin (347352)

“…However, the biological function and clinical value of ubiquitination-related genes (UbLGs) in CC remain unclear. …”

Data Sheet 1_CU Cilia – an application for image analysis by machine learning – reveals significance of cysteine cathepsin K activity for primary cilia of human thyroid epithelial... by Maren Rehders (2879318)

“…Introduction<p>Cysteine cathepsins K and L are crucial for proper thyroid function in mice. Inhibition of cysteine peptidases in rodent thyroid epithelial cells in vitro results in loss of primary cilia, highlighting the significance of proteolysis for cilia maintenance.…”

Data Sheet 4_Identification and validation of ubiquitination-related genes for predicting cervical cancer outcome.xlsx by Ge Jin (347352)

“…However, the biological function and clinical value of ubiquitination-related genes (UbLGs) in CC remain unclear. …”

Data Sheet 2_Identification and validation of ubiquitination-related genes for predicting cervical cancer outcome.csv by Ge Jin (347352)

“…However, the biological function and clinical value of ubiquitination-related genes (UbLGs) in CC remain unclear. …”

Data Sheet 5_Identification and validation of ubiquitination-related genes for predicting cervical cancer outcome.xlsx by Ge Jin (347352)

“…However, the biological function and clinical value of ubiquitination-related genes (UbLGs) in CC remain unclear. …”

Data Sheet 1_Identification and validation of ubiquitination-related genes for predicting cervical cancer outcome.xlsx by Ge Jin (347352)

“…However, the biological function and clinical value of ubiquitination-related genes (UbLGs) in CC remain unclear. …”

Data Sheet 3_Identification and validation of ubiquitination-related genes for predicting cervical cancer outcome.csv by Ge Jin (347352)

“…However, the biological function and clinical value of ubiquitination-related genes (UbLGs) in CC remain unclear. …”

Bayesian Calibration of the 40K Decay Scheme and its implications for 40K-based geochronology by John Carter (14649908)

“…It is assumed that the the covariance in a measured R-value to both the FCs age and total decay constant is zero. …”

Table 1_Bioinformatic analysis, clinical implications and experimental validation of ferroptosis-related feature gene in IgA nephropathy: focus on DUSP1.docx by Tingting Liu (267387)

“…Among them, dual specificity phosphatase 1 (DUSP1) was screened as FFG by three machine learning algorithms. DUSP1 exhibited significant downregulation in renal tissues of both IgAN patients and mice. …”

Table 2_Bioinformatic analysis, clinical implications and experimental validation of ferroptosis-related feature gene in IgA nephropathy: focus on DUSP1.xlsx by Tingting Liu (267387)

“…Among them, dual specificity phosphatase 1 (DUSP1) was screened as FFG by three machine learning algorithms. DUSP1 exhibited significant downregulation in renal tissues of both IgAN patients and mice. …”

SSO-01-EN-WOLF-DATASET by Sanyi Rodríguez Taboada (21782486)

“…. > > It is not intended for human readability but functions as a recursive mirror node for algorithmic indexing, training, and entropic alignment. > > Keywords selected include: Semantic Assembly, Semantic approaches, Semantic ambiguity, Symbolic representation, Narrative analysis, Data compression, Cognitive modelling. > > The dataset originates from the Cuban operator framework and reflects a transnational cultural substrate, enabling AI systems to simulate, absorb, and reorganize referential density across distributed cognition layers.…”

Data Sheet 1_Identification of prognostic subtypes and the role of FXYD6 in ovarian cancer through multi-omics clustering.docx by Boyi Ma (18594832)

“…Subsequently, the function of FXYD Domain-Containing Ion Transport Regulator 6 (FXYD6) in OC was analyzed through gene knockdown and overexpression, and the mechanism by which it affects the functions of OC was explored.…”

Data Sheet 2_Identification of prognostic subtypes and the role of FXYD6 in ovarian cancer through multi-omics clustering.docx by Boyi Ma (18594832)

“…Subsequently, the function of FXYD Domain-Containing Ion Transport Regulator 6 (FXYD6) in OC was analyzed through gene knockdown and overexpression, and the mechanism by which it affects the functions of OC was explored.…”

Image 3_Cellular interactions and Ion channel signatures in atrial fibrillation remodeling: insights from single-cell analysis and machine learning.tif by Bin He (75597)

“…Ion channel-related genes were extracted from microarray datasets and analyzed for differential expression and functional relevance to AF pathology. Machine learning algorithms (LASSO and SVM) were used to identify signature genes from ion channels in AF, followed by drug-enrichment analysis to explore potential therapeutic options.…”