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Not-so-supervised: A survey of semi-supervised, multi-instance, and transfer learning in medical image analysis

Medical image analysis, 2019-05, Vol.54, p.280-296

2019

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How does the brain learn environmental structure? Ten core principles for understanding the neurocognitive mechanisms of statistical learning

Neuroscience and biobehavioral reviews, 2020-05, Vol.112, p.279-299

Conway, Christopher M.

2020

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Physics‐Informed Deep Neural Networks for Learning Parameters and Constitutive Relationships in Subsurface Flow Problems

Water resources research, 2020-05, Vol.56 (5), p.n/a

2020

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Medial Prefrontal Cortex Reduces Memory Interference by Modifying Hippocampal Encoding

Neuron (Cambridge, Mass.), 2017-04, Vol.94 (1), p.183-192.e8

2017

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Language learning in aphasia: A narrative review and critical analysis of the literature with implications for language therapy

Neuroscience and biobehavioral reviews, 2022-10, Vol.141, p.104825-104825, Article 104825

2022

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Recent advances and clinical applications of deep learning in medical image analysis

Medical image analysis, 2022-07, Vol.79, p.102444-102444, Article 102444

2022

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The Relationship between English Language Learner Characteristics and Online Self-regulation: A Structural Equation Modeling Approach

Sustainability (Basel, Switzerland), 2020-04, Vol.12 (7), p.3009

2020

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Unsupervised and semi‐supervised learning: the next frontier in machine learning for plant systems biology

The Plant journal : for cell and molecular biology, 2022-09, Vol.111 (6), p.1527-1538

2022

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Models Genesis

Medical image analysis, 2021-01, Vol.67, p.101840-101840, Article 101840

2021

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An Efficient and Private ECG Classification System Using Split and Semi-Supervised Learning

IEEE journal of biomedical and health informatics, 2023-09, Vol.PP (9), p.1-12

2023

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Unique Features of Stimulus-Based Probabilistic Reversal Learning

Behavioral neuroscience, 2021-08, Vol.135 (4), p.550-570

2021

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Social Fear Learning: from Animal Models to Human Function

Trends in cognitive sciences, 2017-07, Vol.21 (7), p.546-555

2017

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Deep learning: new computational modelling techniques for genomics

Nature reviews. Genetics, 2019-07, Vol.20 (7), p.389

2019

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Mass detection in digital breast tomosynthesis: Deep convolutional neural network with transfer learning from mammography

Medical physics (Lancaster), 2016-12, Vol.43 (12), p.6654-6666

2016

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Dopamine D2R Upregulation in Ventral Striatopallidal Neurons Does Not Affect Pavlovian or Go/No-Go Learning

Behavioral neuroscience, 2021-06, Vol.135 (3), p.369-379

2021

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Label-efficient learning in agriculture: A comprehensive review

Computers and electronics in agriculture, 2023-12, Vol.215, p.108412, Article 108412

2023

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Deep and surface learning in problem-based learning: a review of the literature

Advances in health sciences education : theory and practice, 2016-12, Vol.21 (5), p.1087-1112

2016

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How to apply zero‐shot learning to text data in substance use research: An overview and tutorial with media data

Addiction (Abingdon, England), 2024-05, Vol.119 (5), p.951-959

2024

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Effectiveness of Blended Learning in Nursing Education

International journal of environmental research and public health, 2020-03, Vol.17 (5), p.1589

2020

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Perineuronal Nets in the Adult Sensory Cortex Are Necessary for Fear Learning

Neuron (Cambridge, Mass.), 2017-07, Vol.95 (1), p.169-179.e3

2017

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Constrained Deep Weak Supervision for Histopathology Image Segmentation

IEEE transactions on medical imaging, 2017-11, Vol.36 (11), p.2376-2388

2017

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Peer learning and collaborative placement models in health care: a systematic review and qualitative synthesis of the literature

Journal of clinical nursing, 2021-06, Vol.30 (11-12), p.1519-1541

2021

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The Utility of Unsupervised Machine Learning in Anatomic Pathology

American journal of clinical pathology, 2022-01, Vol.157 (1), p.5-14

2022

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Spatial attention underpins social word learning in the right fronto-parietal network

NeuroImage (Orlando, Fla.), 2019-07, Vol.195, p.165-173

2019

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Prefrontal cortex as a meta-reinforcement learning system

Nature neuroscience, 2018-06, Vol.21 (6), p.860

2018

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Not-so-supervised: A survey of semi-supervised, multi-instance, and transfer learning in medical image analysis

How does the brain learn environmental structure? Ten core principles for understanding the neurocognitive mechanisms of statistical learning

Physics‐Informed Deep Neural Networks for Learning Parameters and Constitutive Relationships in Subsurface Flow Problems

Medial Prefrontal Cortex Reduces Memory Interference by Modifying Hippocampal Encoding

Language learning in aphasia: A narrative review and critical analysis of the literature with implications for language therapy

Recent advances and clinical applications of deep learning in medical image analysis

The Relationship between English Language Learner Characteristics and Online Self-regulation: A Structural Equation Modeling Approach

Unsupervised and semi‐supervised learning: the next frontier in machine learning for plant systems biology

Models Genesis

An Efficient and Private ECG Classification System Using Split and Semi-Supervised Learning

Unique Features of Stimulus-Based Probabilistic Reversal Learning

Social Fear Learning: from Animal Models to Human Function

Deep learning: new computational modelling techniques for genomics

Mass detection in digital breast tomosynthesis: Deep convolutional neural network with transfer learning from mammography

Dopamine D2R Upregulation in Ventral Striatopallidal Neurons Does Not Affect Pavlovian or Go/No-Go Learning

Label-efficient learning in agriculture: A comprehensive review

Deep and surface learning in problem-based learning: a review of the literature

How to apply zero‐shot learning to text data in substance use research: An overview and tutorial with media data

Effectiveness of Blended Learning in Nursing Education

Perineuronal Nets in the Adult Sensory Cortex Are Necessary for Fear Learning

Constrained Deep Weak Supervision for Histopathology Image Segmentation

Peer learning and collaborative placement models in health care: a systematic review and qualitative synthesis of the literature

The Utility of Unsupervised Machine Learning in Anatomic Pathology

Spatial attention underpins social word learning in the right fronto-parietal network

Prefrontal cortex as a meta-reinforcement learning system

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