相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。Optimizing Graphical Procedures for Multiplicity Control in a Confirmatory Clinical Trial via Deep Learning
Tianyu Zhan et al.
STATISTICS IN BIOPHARMACEUTICAL RESEARCH (2022)
Deep historical borrowing framework to prospectively and simultaneously synthesize control information in confirmatory clinical trials with multiple endpoints
Tianyu Zhan et al.
JOURNAL OF BIOPHARMACEUTICAL STATISTICS (2022)
Finite-Sample Two-Group Composite Hypothesis Testing via Machine Learning
Tianyu Zhan et al.
JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS (2022)
Nonlinear Variable Selection via Deep Neural Networks
Yao Chen et al.
JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS (2021)
Deep Learning in the Biomedical Applications: Recent and Future Status
Ryad Zemouri et al.
APPLIED SCIENCES-BASEL (2019)
Bayesian Neural Networks for Selection of Drug Sensitive Genes
Faming Liang et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2018)
Estimating individualized optimal combination therapies through outcome weighted deep learning algorithms
Muxuan Liang et al.
STATISTICS IN MEDICINE (2018)
Deep Learning and Its Applications in Biomedicine
Chensi Cao et al.
GENOMICS PROTEOMICS & BIOINFORMATICS (2018)
A survey on deep learning in medical image analysis
Geert Litjens et al.
MEDICAL IMAGE ANALYSIS (2017)
Mastering the game of Go without human knowledge
David Silver et al.
NATURE (2017)
Dermatologist-level classification of skin cancer with deep neural networks
Andre Esteva et al.
NATURE (2017)
Master Protocols to Study Multiple Therapies, Multiple Diseases, or Both
Janet Woodcock et al.
NEW ENGLAND JOURNAL OF MEDICINE (2017)
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
Christian Ledig et al.
30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017) (2017)
Gene expression inference with deep learning
Yifei Chen et al.
BIOINFORMATICS (2016)
A CNN Regression Approach for Real-Time 2D/3D Registration
Shun Miao et al.
IEEE TRANSACTIONS ON MEDICAL IMAGING (2016)
Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs
Varun Gulshan et al.
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION (2016)
Interpretable deep neural networks for single-trial EEG classification
Irene Sturm et al.
JOURNAL OF NEUROSCIENCE METHODS (2016)
Applications of Deep Learning in Biomedicine
Polina Mamoshina et al.
MOLECULAR PHARMACEUTICS (2016)
A Deep Learning Network Approach to ab initio Protein Secondary Structure Prediction
Matt Spencer et al.
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS (2015)
Predicting the sequence specificities of DNA- and RNA-binding proteins by deep learning
Babak Alipanahi et al.
NATURE BIOTECHNOLOGY (2015)
DANN: a deep learning approach for annotating the pathogenicity of genetic variants
Daniel Quang et al.
BIOINFORMATICS (2015)
Robust Meta-Analytic-Predictive Priors in Clinical Trials with Historical Control Information
Heinz Schmidli et al.
BIOMETRICS (2014)
Context-Dependent Pre-Trained Deep Neural Networks for Large-Vocabulary Speech Recognition
George E. Dahl et al.
IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING (2012)
Adaptive designs for confirmatory clinical trials
Frank Bretz et al.
STATISTICS IN MEDICINE (2009)
An experimental design for the development of adaptive treatment strategies
SA Murphy
STATISTICS IN MEDICINE (2005)
A neural probabilistic language model
Y Bengio et al.
JOURNAL OF MACHINE LEARNING RESEARCH (2003)