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The Goldilocks paradigm: comparing classical machine learning, large language models, and few-shot learning for drug discovery applications

Communications chemistry, 2024-06, Vol.7 (1), p.134-11, Article 134

2024

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M33 - Using MegaSyn Generative Machine Learning to Identify Psychoplastogens for Opioid Abuse Treatment

Drug and alcohol dependence, 2024-07, Vol.260

2024

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Using MegaSyn Generative Machine Learning to Identify Psychoplastogens for Opioid Abuse Treatment

Drug and alcohol dependence, 2024-07, Vol.260, p.110313, Article 110313

2024

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Combining DELs and machine learning for toxicology prediction

Drug discovery today, 2022-11, Vol.27 (11), p.103351-103351, Article 103351

2022

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Repurposing Approved Drugs as Inhibitors of Kv7.1 and Nav1.8 to Treat Pitt Hopkins Syndrome

Pharmaceutical research, 2019-09, Vol.36 (9), p.1-10, Article 137

2019

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Repurposing Approved Drugs as Inhibitors of K.sub.v7.1 and Na.sub.v1.8 to Treat Pitt Hopkins Syndrome

Pharmaceutical research, 2019-09, Vol.36 (9)

2019

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Machine Learning Models Identify New Inhibitors for Human OATP1B1

Molecular pharmaceutics, 2022-11, Vol.19 (11), p.4320-4332

2022

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Machine Learning Models for Mycobacterium tuberculosis In Vitro Activity: Prediction and Target Visualization

Molecular pharmaceutics, 2022-02, Vol.19 (2), p.674-689

2022

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Validation of Acetylcholinesterase Inhibition Machine Learning Models for Multiple Species

Chemical research in toxicology, 2023-02, Vol.36 (2), p.188-201

2023

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Repurposing Approved Drugs as Inhibitors of K v 7.1 and Na v 1.8 to Treat Pitt Hopkins Syndrome

Pharmaceutical research, 2019-07, Vol.36 (9), p.137

2019

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Machine Learning Models for Mycobacterium tuberculosisIn Vitro Activity: Prediction and Target Visualization

Molecular pharmaceutics, 2022-02, Vol.19 (2), p.674-689

2022

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The UW-Whitewater management computer systems program

SIGCSE bulletin, 1981-02, Vol.13 (1), p.171-176

1981

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The UW-Whitewater management computer systems program

Proceedings of the twelfth SIGCSE technical symposium on Computer science education, 1981, p.171-176

1981

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TOROIDAL DECOMPOSITION OF ('3) WHICH GIVE E('3)

GERLACH, JACOB HAIRSTON

1970

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Neuropeptide S receptor gene - converging evidence for a role in panic disorder

Molecular psychiatry, 2011-09, Vol.16 (9), p.938-948

2011

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Gingival crevicular fluid levels of MMP-8, MMP-9, TIMP-2, and MPO decrease after periodontal therapy

Journal of clinical periodontology, 2010-02, Vol.37 (2), p.180-190

2010

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Allelic variation in CRHR1 predisposes to panic disorder: evidence for biased fear processing

Molecular psychiatry, 2016-06, Vol.21 (6), p.813-822

2016

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Some People Heed Advice Less than Others: Agency (but Not Communion) Predicts Advice Taking

Journal of behavioral decision making, 2018-07, Vol.31 (3), p.430-445

2018

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Meta-analysis argues for a female-specific role of MAOA-uVNTR in panic disorder in four European populations

American journal of medical genetics. Part B, Neuropsychiatric genetics, 2012-10, Vol.159B (7), p.786-793

2012

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Buried dark soil horizons and archaeological features in the Neolithic settlement region of the Lower Rhine area, NW Germany: Formation, geochemistry and chronostratigraphy

Quaternary international, 2012-06, Vol.265, p.191-204

2012

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Gender differences in associations of glutamate decarboxylase 1 gene (GAD1) variants with panic disorder

PloS one, 2012-05, Vol.7 (5), p.e37651-e37651

2012

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Combined enrichment of neuromelanin granules and synaptosomes from human substantia nigra pars compacta tissue for proteomic analysis

Journal of proteomics, 2013-12, Vol.94, p.202-206

2013

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Pyrenebutyrate Enhances the Antibacterial Effect of Peptide-Coupled Antisense Peptide Nucleic Acids in Streptococcus pyogenes

Microorganisms (Basel), 2023-08, Vol.11 (9), p.2131

2023

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Combined expansion and STED microscopy reveals altered fingerprints of postsynaptic nanostructure across brain regions in ASD-related SHANK3-deficiency

Molecular psychiatry, 2024-04

2024

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The Adjuvanted Recombinant Zoster Vaccine Confers Long-Term Protection Against Herpes Zoster: Interim Results of an Extension Study of the Pivotal Phase 3 Clinical Trials ZOE-50 and ZOE-70

Clinical infectious diseases, 2022-04, Vol.74 (8), p.1459-1467

2022

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The Goldilocks paradigm: comparing classical machine learning, large language models, and few-shot learning for drug discovery applications

M33 - Using MegaSyn Generative Machine Learning to Identify Psychoplastogens for Opioid Abuse Treatment

Using MegaSyn Generative Machine Learning to Identify Psychoplastogens for Opioid Abuse Treatment

Combining DELs and machine learning for toxicology prediction

Repurposing Approved Drugs as Inhibitors of Kv7.1 and Nav1.8 to Treat Pitt Hopkins Syndrome

Repurposing Approved Drugs as Inhibitors of K.sub.v7.1 and Na.sub.v1.8 to Treat Pitt Hopkins Syndrome

Machine Learning Models Identify New Inhibitors for Human OATP1B1

Machine Learning Models for Mycobacterium tuberculosis In Vitro Activity: Prediction and Target Visualization

Validation of Acetylcholinesterase Inhibition Machine Learning Models for Multiple Species

Repurposing Approved Drugs as Inhibitors of K v 7.1 and Na v 1.8 to Treat Pitt Hopkins Syndrome

Machine Learning Models for Mycobacterium tuberculosisIn Vitro Activity: Prediction and Target Visualization

The UW-Whitewater management computer systems program

The UW-Whitewater management computer systems program

TOROIDAL DECOMPOSITION OF ('3) WHICH GIVE E('3)

Neuropeptide S receptor gene - converging evidence for a role in panic disorder

Gingival crevicular fluid levels of MMP-8, MMP-9, TIMP-2, and MPO decrease after periodontal therapy

Allelic variation in CRHR1 predisposes to panic disorder: evidence for biased fear processing

Some People Heed Advice Less than Others: Agency (but Not Communion) Predicts Advice Taking

Meta-analysis argues for a female-specific role of MAOA-uVNTR in panic disorder in four European populations

Buried dark soil horizons and archaeological features in the Neolithic settlement region of the Lower Rhine area, NW Germany: Formation, geochemistry and chronostratigraphy

Gender differences in associations of glutamate decarboxylase 1 gene (GAD1) variants with panic disorder

Combined enrichment of neuromelanin granules and synaptosomes from human substantia nigra pars compacta tissue for proteomic analysis

Pyrenebutyrate Enhances the Antibacterial Effect of Peptide-Coupled Antisense Peptide Nucleic Acids in Streptococcus pyogenes

Combined expansion and STED microscopy reveals altered fingerprints of postsynaptic nanostructure across brain regions in ASD-related SHANK3-deficiency

The Adjuvanted Recombinant Zoster Vaccine Confers Long-Term Protection Against Herpes Zoster: Interim Results of an Extension Study of the Pivotal Phase 3 Clinical Trials ZOE-50 and ZOE-70

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