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binary classification model  (TargetMol)


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    TargetMol binary classification model
    Binary Classification Model, supplied by TargetMol, used in various techniques. Bioz Stars score: 94/100, based on 26 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/classification+model/Bioactive+Compounds+Library+Max/pmc12828150-63-11-32
    Average 94 stars, based on 26 article reviews
    binary classification model - by Bioz Stars, 2026-11
    94/100 stars

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    Related Articles

    Drug discovery:

    Article Title: Inhibition of PRMT5 triggers synthetic lethality in ARID1A-deficient endometrial cancer by promoting aberrant R-loop accumulation.
    Article Snippet: Plasmids were transfected into hEECs and Ishikawa cells using Lipofectamine 2000 (Invitrogen). .. A compound library containing 996 bioactive compounds was provided by TargetMol. ..

    Article Title: Chemotherapy-Activated GSK3β-DNMT1 Signaling Upregulates CD47 to Evade Macrophage Phagocytosis and Drive Temozolomide Resistance in Glioblastoma.
    Article Snippet: .. .21 Small Molecule Virtual Screening o identify small-molecule inhibitors that potentially disrupt he interaction between p-GSK3 β-Y216 and the S977 region of NMT1, virtual screening was performed using a bioactive dvanced Science, 2026 compound library from the TargetMol database ( https://www. .. targetmol.cn ), comprising 17,760 known bioactive compounds.

    Activity Assay:

    Article Title: A rapid sporozoite viability assay identifies leads and targetable enzymatic activities against the zoonotic Cryptosporidium parvum.
    Article Snippet: The mixtures were incubated at 25 ◦C for 3 h, and fluorescence signals were measured using a Cytation 5 Cell Imaging Multi-Mode Reader (BioTek Instruments) with excitation at 560 nm and emission at 590 nm. .. A library of 5000 bioactive compounds (Topscience, Shanghai, China) was screened for activity against C. parvum sporozoite viability using the luminescence ATP assay. ..

    Article Title: A rapid sporozoite viability assay identifies anti- Cryptosporidium parvum leads and targetable enzymatic activities in the invasive stage
    Article Snippet: The mixtures were incubated at 25 °C for 3 h, and fluorescence signals were measured using a Cytation 5 Cell Imaging Multi-Mode Reader (BioTek Instruments) with excitation at 560 nm and emission at 590 nm. .. A library of 5,000 bioactive compounds (Topscience, Shanghai, China) was screened for activity against C. parvum sporozoite viability using the luminescence ATP assay. ..

    ATP Assay:

    Article Title: A rapid sporozoite viability assay identifies leads and targetable enzymatic activities against the zoonotic Cryptosporidium parvum.
    Article Snippet: The mixtures were incubated at 25 ◦C for 3 h, and fluorescence signals were measured using a Cytation 5 Cell Imaging Multi-Mode Reader (BioTek Instruments) with excitation at 560 nm and emission at 590 nm. .. A library of 5000 bioactive compounds (Topscience, Shanghai, China) was screened for activity against C. parvum sporozoite viability using the luminescence ATP assay. ..

    Article Title: A rapid sporozoite viability assay identifies anti- Cryptosporidium parvum leads and targetable enzymatic activities in the invasive stage
    Article Snippet: The mixtures were incubated at 25 °C for 3 h, and fluorescence signals were measured using a Cytation 5 Cell Imaging Multi-Mode Reader (BioTek Instruments) with excitation at 560 nm and emission at 590 nm. .. A library of 5,000 bioactive compounds (Topscience, Shanghai, China) was screened for activity against C. parvum sporozoite viability using the luminescence ATP assay. ..

    Screening:

    Article Title: Chemotherapy-Activated GSK3β-DNMT1 Signaling Upregulates CD47 to Evade Macrophage Phagocytosis and Drive Temozolomide Resistance in Glioblastoma.
    Article Snippet: .. .21 Small Molecule Virtual Screening o identify small-molecule inhibitors that potentially disrupt he interaction between p-GSK3 β-Y216 and the S977 region of NMT1, virtual screening was performed using a bioactive dvanced Science, 2026 compound library from the TargetMol database ( https://www. .. targetmol.cn ), comprising 17,760 known bioactive compounds.

    other:

    Article Title: Discovery of 6l with a New Skeleton of 6-Oxo- N -(4-(Quinolin-4-yloxy)phenyl)-1,6-dihydropyridine-3-carboxamide as a Dual-Action Inhibitor against JNK2 and the MKK7-JNK2 Protein-Protein Interaction for Acute Lung Injury.
    Article Snippet: The development of anti-inflammatory drugs is a research focus.. Acute lung injury (ALI) is a life-threatening inflammatory syndrome that currently lacks effective pharmacotherapies.. Here, we report a potential therapy for ALI by targeting c-Jun N-terminal kinase 2 (JNK2), a key regulator of MAPK pathway-driven inflammatory responses.

    Article Title: From virtual screening to reality: Identifying potent PI3Kγ inhibitors for inflammation treatment by harnessing machine learning and biological validation.
    Article Snippet: Research increasingly shows that excessive activation of phosphoinositide 3-kinase gamma (PI3Kγ) is linked to numerous inflammatory factors, highlighting its potential as a drug target for inflammatory disorder treatment.. Nonetheless, few inhibitors have advanced to clinical trials for inflammation treatment.. One of the major reasons for this is the extreme difficulty in developing selective PI3Kγ inhibitors due to the high homology among kinase structures.



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    Image Search Results


    Confusion matrix plot (Baidu Wenxin ERNIE).

    Journal: Frontiers in Medicine

    Article Title: Research on predictive model for tracheal tube sizes in adult double-lumen endotracheal intubation based on radiomics and artificial intelligence

    doi: 10.3389/fmed.2025.1657138

    Figure Lengend Snippet: Confusion matrix plot (Baidu Wenxin ERNIE).

    Article Snippet: To conduct a more precise and comprehensive analysis of the predictive performance of the Baidu Wenxin ERNIE model across different classification scenarios, this study employed a multidimensional analytical approach.

    Techniques:

    Ranking of radiomics features (Baidu Wenxin ERNIE).

    Journal: Frontiers in Medicine

    Article Title: Research on predictive model for tracheal tube sizes in adult double-lumen endotracheal intubation based on radiomics and artificial intelligence

    doi: 10.3389/fmed.2025.1657138

    Figure Lengend Snippet: Ranking of radiomics features (Baidu Wenxin ERNIE).

    Article Snippet: To conduct a more precise and comprehensive analysis of the predictive performance of the Baidu Wenxin ERNIE model across different classification scenarios, this study employed a multidimensional analytical approach.

    Techniques: