Secure MANET routing with blockchain-enhanced latent encoder coupled GANs and BEPO optimization حسب Sandeep Jagonda Patil (22048337)

"…The performance of the proposed LEGAN-BEPO-BCMANET technique attains 29.786%, 19.25%, 22.93%, 27.21%, 31.02%, 26.91%, and 25.61% greater throughput, compared to existing methods like Blockchain-based BATMAN protocol utilizing MANET with an ensemble algorithm (BATMAN-MANET), Block chain-based trusted distributed routing scheme with optimized dropout ensemble extreme learning neural network in MANET (DEELNN-MANET), A secured trusted routing utilizing structure of a new directed acyclic graph-blockchain in MANET internet of things environment (DAG-MANET), An Optimized Link State Routing Protocol with Blockchain Framework for Efficient Video-Packet Transmission and Security over MANET (OLSRP-MANET), Auto-metric Graph Neural Network based Blockchain Technology for Protected Dynamic Optimum Routing in MANET (AGNN-MANET) and Data security-based routing in MANETs under key management process (DSR-MANET) respectively.…"

Table_2_Therapeutic Target Analysis and Molecular Mechanism of Melatonin - Treated Leptin Resistance Induced Obesity: A Systematic Study of Network Pharmacology.xlsx حسب Vennila Suriyagandhi (22061534)

"…</p>Results<p>We obtained the common top 33 potential therapeutic targets of melatonin and LR-induced obesity from the total melatonin targets 254 and common LR obesity targets 212 using the data screening method. They are involved in biological processes related to sleep and obesity, including the cellular response to external stimulus, chemical stress, and autophagy. …"

Table_5_Therapeutic Target Analysis and Molecular Mechanism of Melatonin - Treated Leptin Resistance Induced Obesity: A Systematic Study of Network Pharmacology.xlsx حسب Vennila Suriyagandhi (22061534)

"…</p>Results<p>We obtained the common top 33 potential therapeutic targets of melatonin and LR-induced obesity from the total melatonin targets 254 and common LR obesity targets 212 using the data screening method. They are involved in biological processes related to sleep and obesity, including the cellular response to external stimulus, chemical stress, and autophagy. …"

Table_1_Therapeutic Target Analysis and Molecular Mechanism of Melatonin - Treated Leptin Resistance Induced Obesity: A Systematic Study of Network Pharmacology.xlsx حسب Vennila Suriyagandhi (22061534)

"…</p>Results<p>We obtained the common top 33 potential therapeutic targets of melatonin and LR-induced obesity from the total melatonin targets 254 and common LR obesity targets 212 using the data screening method. They are involved in biological processes related to sleep and obesity, including the cellular response to external stimulus, chemical stress, and autophagy. …"

Table_2_Therapeutic Target Analysis and Molecular Mechanism of Melatonin - Treated Leptin Resistance Induced Obesity: A Systematic Study of Network Pharmacology.xlsx حسب Vennila Suriyagandhi (22061534)

"…</p>Results<p>We obtained the common top 33 potential therapeutic targets of melatonin and LR-induced obesity from the total melatonin targets 254 and common LR obesity targets 212 using the data screening method. They are involved in biological processes related to sleep and obesity, including the cellular response to external stimulus, chemical stress, and autophagy. …"

Image 1_Development and validation of a multidimensional predictive model for 28-day mortality in ICU patients with bloodstream infections: a cohort study.tif حسب Jun Jin (551362)

"…Through a two-step variable selection process combining LASSO regression and Boruta algorithm, we identified 12 predictive variables from 58 initial clinical parameters. …"

Table_3_Therapeutic Target Analysis and Molecular Mechanism of Melatonin - Treated Leptin Resistance Induced Obesity: A Systematic Study of Network Pharmacology.xlsx حسب Vennila Suriyagandhi (22061534)

"…</p>Results<p>We obtained the common top 33 potential therapeutic targets of melatonin and LR-induced obesity from the total melatonin targets 254 and common LR obesity targets 212 using the data screening method. They are involved in biological processes related to sleep and obesity, including the cellular response to external stimulus, chemical stress, and autophagy. …"

Table_5_Therapeutic Target Analysis and Molecular Mechanism of Melatonin - Treated Leptin Resistance Induced Obesity: A Systematic Study of Network Pharmacology.xlsx حسب Vennila Suriyagandhi (22061534)

"…</p>Results<p>We obtained the common top 33 potential therapeutic targets of melatonin and LR-induced obesity from the total melatonin targets 254 and common LR obesity targets 212 using the data screening method. They are involved in biological processes related to sleep and obesity, including the cellular response to external stimulus, chemical stress, and autophagy. …"

An integrative analysis based on multiple cell death patterns identifies an immunosuppressive subtype and establishes a prognostic signature in lower-grade glioma حسب Hao Lian (419566)

"…</p> <p>We collected the transcriptional data of LGG patients from public repositories to comprehensively examine six cell death patterns (autophagy, apoptosis, cuproptosis, necroptosis, ferroptosis, and pyroptosis) in LGG samples and systematically correlated these patterns with patient survival, underlying biological processes, and drug sensitivity using serial bioinformatics analysis, clinical sample validation and <i>in vitro</i> assays.…"

<b>Engineered </b><b>VPg</b><b> </b><b>saRNA achieves cap-independent,</b><b> </b><b>low-immunogenic and precise</b><b> </b><b>encoding of therapeutic proteins </b><b>in vivo</b><b... حسب Zunyong feng (22673801)

"…Source parameters included a source temperature of 120 °C, desolvation temperature of 300 °C, and cone voltages of 25 V (reference) and 20 V (sample). Raw spectra were processed and deconvoluted using MassLynx 4.1 with the MaxEnt1 Transform algorithm to obtain zero-charge intact molecular masses. …"

Machine Learning-Ready Dataset for Cytotoxicity Prediction of Metal Oxide Nanoparticles حسب Soham Savarkar (21811825)

"…Details on the data sourcing process, prompt engineering strategies for large language model (LLM)-based extraction, and validation protocols are provided in the Supplementary Information section.…"

Presentation 1_Circulating biomarkers associated with pediatric sickle cell disease.pptx حسب Cecilia Elorm Lekpor (20453195)

"…We conclude that a predictive algorithm based on these biomarkers could be developed and validated through longitudinal assessment of within-genotype differences and correlation of the data with disease severity or outcomes. …"

Fig 2 - حسب Elizabeth Ajalo (19234898)

"…<div><p>Background</p><p>Chat Generative Pre-trained Transformer (ChatGPT) is a 175-billion-parameter natural language processing model that uses deep learning algorithms trained on vast amounts of data to generate human-like texts such as essays. …"

Characteristics of the participants. حسب Elizabeth Ajalo (19234898)

"…<div><p>Background</p><p>Chat Generative Pre-trained Transformer (ChatGPT) is a 175-billion-parameter natural language processing model that uses deep learning algorithms trained on vast amounts of data to generate human-like texts such as essays. …"

Fig 1 - حسب Elizabeth Ajalo (19234898)

"…<div><p>Background</p><p>Chat Generative Pre-trained Transformer (ChatGPT) is a 175-billion-parameter natural language processing model that uses deep learning algorithms trained on vast amounts of data to generate human-like texts such as essays. …"

Fig 3 - حسب Elizabeth Ajalo (19234898)

"…<div><p>Background</p><p>Chat Generative Pre-trained Transformer (ChatGPT) is a 175-billion-parameter natural language processing model that uses deep learning algorithms trained on vast amounts of data to generate human-like texts such as essays. …"

Supplementary file 2_Urban–rural disparities in fall risk among older Chinese adults: insights from machine learning-based predictive models.xlsx حسب LiHan Lin (19267964)

"…Predictive models for fall risk over the next 3 years among urban and rural older populations were developed using five machine learning algorithms. …"

Supplementary file 3_Urban–rural disparities in fall risk among older Chinese adults: insights from machine learning-based predictive models.xlsx حسب LiHan Lin (19267964)

"…Predictive models for fall risk over the next 3 years among urban and rural older populations were developed using five machine learning algorithms. …"

Supplementary file 1_Urban–rural disparities in fall risk among older Chinese adults: insights from machine learning-based predictive models.pdf حسب LiHan Lin (19267964)

"…Predictive models for fall risk over the next 3 years among urban and rural older populations were developed using five machine learning algorithms. …"

GridScopeRodents: High-Resolution Global Typical Rodents Distribution Projections from 2021 to 2100 under Diverse SSP-RCP Scenarios حسب Yang Lan (20927512)

"…The dataset is publicly available via Figshare for Institutions (UCL).</p><p dir="ltr">All data are stored in GeoTIFF (.tif) format and can be accessed and processed using ArcGIS, ENVI, R, and Python. …"