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Deep Neural Nets as a Method for Quantitative Structure–Activity Relationships

Journal of chemical information and modeling, 2015-02, Vol.55 (2), p.263-274

2015

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Extreme Gradient Boosting as a Method for Quantitative Structure–Activity Relationships

Journal of chemical information and modeling, 2016-12, Vol.56 (12), p.2353-2360

2016

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Accurate On-line Support Vector Regression

Neural computation, 2003-11, Vol.15 (11), p.2683-2703

2003

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Effects of suvorexant, an orexin receptor antagonist, on sleep parameters as measured by polysomnography in healthy men

Sleep (New York, N.Y.), 2013-02, Vol.36 (2), p.259-267

2013

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Muscle artifacts in multichannel EEG: Characteristics and reduction

Clinical neurophysiology, 2012-08, Vol.123 (8), p.1676-1686

2012

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282 Pan-tumor analysis of the association between PD-L1 combined positive score and response to pembrolizumab monotherapy

Journal for immunotherapy of cancer, 2020-11, Vol.8 (Suppl 3), p.A308-A308

2020

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Contribution of tumour and immune cells to PD‐L1 expression as a predictive biomarker in metastatic triple‐negative breast cancer: exploratory analysis from KEYNOTE‐119

The journal of pathology. Clinical research, 2024-05, Vol.10 (3), p.e12371-n/a

2024

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High-throughput ocular artifact reduction in multichannel electroencephalography (EEG) using component subspace projection

Journal of neuroscience methods, 2011-03, Vol.196 (1), p.131-140

2011

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Demystifying Multitask Deep Neural Networks for Quantitative Structure–Activity Relationships

Journal of chemical information and modeling, 2017-10, Vol.57 (10), p.2490-2504

2017

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Evaluation of automated and semi-automated scoring of polysomnographic recordings from a clinical trial using zolpidem in the treatment of insomnia

Sleep (New York, N.Y.), 2007-11, Vol.30 (11), p.1562-1574

2007

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A nonparametric method for value function guided subgroup identification via gradient tree boosting for censored survival data

Statistics in medicine, 2020-12, Vol.39 (28), p.4133-4146

2020

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Deep Dive into Machine Learning Models for Protein Engineering

Journal of chemical information and modeling, 2020-06, Vol.60 (6), p.2773-2790

2020

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Pembrolizumab in patients with advanced hepatocellular carcinoma previously treated with sorafenib (KEYNOTE-224): a non-randomised, open-label phase 2 trial

The lancet oncology, 2018-07, Vol.19 (7), p.940-952

2018

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Covariate-adjusted value-guided subgroup identification via boosting

Journal of biopharmaceutical statistics, 2023-11, p.1-18

2023

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EEG power spectra response to a 4-h phase advance and gaboxadol treatment in 822 men and women

Journal of clinical sleep medicine, 2011-10, Vol.7 (5), p.493-501

2011

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Prediction of lesion shrinkage using CT imaging with radiomic and deep learning approaches

Journal of clinical oncology, 2019-05, Vol.37 (15_suppl), p.e14592-e14592

2019

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EEG-based Personal Identification: from Proof-of-Concept to A Practical System

2010 20th International Conference on Pattern Recognition, 2010, p.3728-3731

2010

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Pan-tumour analysis of the association between PD-L1 combined positive score (CPS) and response to pembrolizumab monotherapy

Pathology, 2021-07, Vol.53, p.S48-S48

2021

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Evaluation of recording factors in EEG-based personal identification: A vital step in real implementations

2010 IEEE International Conference on Systems, Man and Cybernetics, 2010, p.3861-3866

2010

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EEG spectral analysis of NREM sleep in a large sample of patients with insomnia and good sleepers: effects of age, sex and part of the night

Journal of sleep research, 2017-02, Vol.26 (1), p.92-104

2017

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Value Function Guided Subgroup Identification via Gradient Tree Boosting: A Framework to Handle Multiple Outcomes for Optimal Treatment Recommendation

Statistics in biopharmaceutical research, 2022-10, Vol.14 (4), p.523-531

2022

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Electroencephalographic power spectral density profile of the orexin receptor antagonist suvorexant in patients with primary insomnia and healthy subjects

Sleep (New York, N.Y.), 2014-10, Vol.37 (10), p.1609-1619

2014

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Effects of suvorexant on sleep architecture and power spectral profile in patients with insomnia: analysis of pooled phase 3 data

Sleep medicine, 2016-03, Vol.19, p.93-100

2016

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Pharmacodynamic effects of suvorexant and zolpidem on EEG during sleep in healthy subjects

European neuropsychopharmacology, 2016-10, Vol.26 (10), p.1649-1656

2016

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Deep Neural Nets as a Method for Quantitative Structure–Activity Relationships

Extreme Gradient Boosting as a Method for Quantitative Structure–Activity Relationships

Accurate On-line Support Vector Regression

Effects of suvorexant, an orexin receptor antagonist, on sleep parameters as measured by polysomnography in healthy men

Muscle artifacts in multichannel EEG: Characteristics and reduction

282 Pan-tumor analysis of the association between PD-L1 combined positive score and response to pembrolizumab monotherapy

Contribution of tumour and immune cells to PD‐L1 expression as a predictive biomarker in metastatic triple‐negative breast cancer: exploratory analysis from KEYNOTE‐119

High-throughput ocular artifact reduction in multichannel electroencephalography (EEG) using component subspace projection

Demystifying Multitask Deep Neural Networks for Quantitative Structure–Activity Relationships

Evaluation of automated and semi-automated scoring of polysomnographic recordings from a clinical trial using zolpidem in the treatment of insomnia

A nonparametric method for value function guided subgroup identification via gradient tree boosting for censored survival data

Deep Dive into Machine Learning Models for Protein Engineering

Pembrolizumab in patients with advanced hepatocellular carcinoma previously treated with sorafenib (KEYNOTE-224): a non-randomised, open-label phase 2 trial

Covariate-adjusted value-guided subgroup identification via boosting

EEG power spectra response to a 4-h phase advance and gaboxadol treatment in 822 men and women

Prediction of lesion shrinkage using CT imaging with radiomic and deep learning approaches

EEG-based Personal Identification: from Proof-of-Concept to A Practical System

Pan-tumour analysis of the association between PD-L1 combined positive score (CPS) and response to pembrolizumab monotherapy

Evaluation of recording factors in EEG-based personal identification: A vital step in real implementations

EEG spectral analysis of NREM sleep in a large sample of patients with insomnia and good sleepers: effects of age, sex and part of the night

Value Function Guided Subgroup Identification via Gradient Tree Boosting: A Framework to Handle Multiple Outcomes for Optimal Treatment Recommendation

Electroencephalographic power spectral density profile of the orexin receptor antagonist suvorexant in patients with primary insomnia and healthy subjects

Putative Biomarkers of Clinical Benefit With Pembrolizumab in Advanced Urothelial Cancer: Results from the KEYNOTE-045 and KEYNOTE-052 Landmark Trials

Effects of suvorexant on sleep architecture and power spectral profile in patients with insomnia: analysis of pooled phase 3 data

Pharmacodynamic effects of suvorexant and zolpidem on EEG during sleep in healthy subjects

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