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DeepMethyGene: a deep-learning model to predict gene expression using DNA methylations
Published 2025-04-01“…Here we propose DeepMethyGene, an adaptive recursive convolutional neural network model based on ResNet that predicts gene expression using DNA methylation information. …”
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StatModPredict: A user-friendly R-Shiny interface for fitting and forecasting with statistical models.
Published 2025-01-01“…<h4>Methods</h4>StatModPredict supports robust real-time forecasting and retrospective model analysis, including fitting, forecasting, evaluation, visualization, and comparison of results from four popular models. …”
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Integrating transcriptomic data with a novel drug efficacy prediction model for TCM active compound discovery
Published 2025-03-01“…Abstract Identifying the active natural compounds remains a challenge for drug discovery, and new algorithms need to be developed to predict active ingredients from complex natural products. …”
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Construction of a clinically significant prostate cancer risk prediction model based on traditional diagnostic methods
Published 2024-12-01“…Subsequently, we developed an online calculator (https://jiwentong0.shinyapps.io/dynnomapp/) with six variables for biopsy optimization.ConclusionThis study incorporated the results of three traditional diagnostic methods to establish a cost-effective and highly accurate model for predicting csPCa before biopsy. …”
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MoLPre: A Machine Learning Model to Predict Metastasis of cT1 Solid Lung Cancer
Published 2025-04-01“…Furthermore, we embedded this model in a web application called MoLPre (https://molpre.cqmu.edu.cn/), a user‐friendly tool assisting in the metastasis prediction of cT1 solid lung cancer.…”
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Design of a Machine Learning-Based Platform for Currency Market Prediction: A Fundamental Design Model
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Machine learning models for accurately predicting properties of CsPbCl3 Perovskite quantum dots
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A multi-task learning model for global soil moisture prediction based on adaptive weight allocation
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A Hybrid Deep Learning Model Based on FFT-STL Decomposition for Ocean Wave Height Prediction
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rbpTransformer: A novel deep learning model for prediction of piRNA and mRNA bindings.
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Mechanistic Models Predict Efficacy of CCR5‐Deficient Stem Cell Transplants in HIV Patient Populations
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Adaptive model predictions of daily total column ozone over the Amazon Inter-Tropical Confluence Zone
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