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Isocitrate dehydrogenase (IDH) status prediction in histopathology images of gliomas using deep learning

Scientific reports, 2020-05, Vol.10 (1), p.7733-7733, Article 7733

2020

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Multimodal Neuroimaging Feature Learning for Multiclass Diagnosis of Alzheimer's Disease

IEEE transactions on biomedical engineering, 2015-04, Vol.62 (4), p.1132-1140

2015

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Machine Learning for the Prediction of Molecular Markers in Glioma on Magnetic Resonance Imaging: A Systematic Review and Meta-Analysis

Neurosurgery, 2021-07, Vol.89 (1), p.31-44

2021

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Early diagnosis of Alzheimer's disease with deep learning

2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI), 2014, p.1015-1018

2014

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Medical Image Classification Based on Semi-Supervised Generative Adversarial Network and Pseudo-Labelling

Sensors (Basel, Switzerland), 2022-12, Vol.22 (24), p.9967

2022

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Spherical coordinates transformation pre-processing in Deep Convolution Neural Networks for brain tumor segmentation in MRI

Medical & biological engineering & computing, 2022, Vol.60 (1), p.121-134

2022

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Application of deep learning for automatic segmentation of brain tumors on magnetic resonance imaging: a heuristic approach in the clinical scenario

Neuroradiology, 2021-08, Vol.63 (8), p.1253-1262

2021

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An Improved InceptionV3 Network for Obscured Ship Classification in Remote Sensing Images

IEEE journal of selected topics in applied earth observations and remote sensing, 2020, Vol.13, p.4738-4747

2020

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Demyelination precedes axonal loss in the transneuronal spread of human neurodegenerative disease

Brain (London, England : 1878), 2019-02, Vol.142 (2), p.426-442

2019

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Semi‐supervised breast histopathological image classification with self‐training based on non‐linear distance metric

IET image processing, 2022-10, Vol.16 (12), p.3164-3176

2022

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Attention-based Deep Learning Approaches in Brain Tumor Image Analysis: A Mini Review

Frontiers in health informatics, 2023-10, Vol.12, p.164

2023

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Generative Adversarial Networks in Digital Pathology and Histopathological Image Processing: A Review

Journal of pathology informatics, 2021-01, Vol.12 (1), p.43-43, Article 43

2021

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Semi-Supervised Medical Image Classification with Pseudo Labels Using Coalition Similarity Training

Mathematics (Basel), 2024-05, Vol.12 (10), p.1537

2024

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SoftMatch: Comparing Scanpaths Using Combinatorial Spatio-Temporal Sequences with Fractal Curves

Sensors (Basel, Switzerland), 2022-09, Vol.22 (19), p.7438

2022

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Detection of ship targets in photoelectric images based on an improved recurrent attention convolutional neural network

International journal of distributed sensor networks, 2020-03, Vol.16 (3), p.155014772091295

2020

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Emerging Applications and Translational Challenges for AI in Healthcare

Information (Basel), 2024-02, Vol.15 (2), p.90

2024

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Inter-Regional Proteomic Profiling of the Human Brain Using an Optimized Protein Extraction Method from Formalin-Fixed Tissue to Identify Signaling Pathways

International journal of molecular sciences, 2023-02, Vol.24 (5), p.4283

2023

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Radiomics and Machine Learning in Brain Tumors and Their Habitat: A Systematic Review

Cancers, 2023-07, Vol.15 (15), p.3845

2023

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Multimodal Neuroimaging Computing for the Characterization of Neurodegenerative Disorders

Liu, Sidong

1st ed. 2017 edition., 2017

Volltextzugriff (PDF)

Altered Brain Structure and Functional Connectivity of Primary Visual Cortex in Optic Neuritis

Frontiers in human neuroscience, 2018-12, Vol.12, p.473-473

2018

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Towards machine learning-based quantitative hyperspectral image guidance for brain tumor resection

Communications medicine, 2024-07, Vol.4 (1), p.131-11, Article 131

2024

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A robust optimization approach to wind farm diversification

International journal of electrical power & energy systems, 2013-12, Vol.53, p.409-415

2013

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Evidence of progressive tissue loss in the core of chronic MS lesions: A longitudinal DTI study

NeuroImage clinical, 2018-01, Vol.17, p.1028-1035

2018

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Severity Assessment and Progression Prediction of COVID-19 Patients Based on the LesionEncoder Framework and Chest CT

Information (Basel), 2021-11, Vol.12 (11), p.471

2021

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Microstructure, Thermal and Wetting Properties of Sn-Bi-Zn Lead-Free Solder

Journal of electronic materials, 2013-08, Vol.42 (8), p.2708-2715

2013

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Isocitrate dehydrogenase (IDH) status prediction in histopathology images of gliomas using deep learning

Multimodal Neuroimaging Feature Learning for Multiclass Diagnosis of Alzheimer's Disease

Machine Learning for the Prediction of Molecular Markers in Glioma on Magnetic Resonance Imaging: A Systematic Review and Meta-Analysis

Early diagnosis of Alzheimer's disease with deep learning

Medical Image Classification Based on Semi-Supervised Generative Adversarial Network and Pseudo-Labelling

Spherical coordinates transformation pre-processing in Deep Convolution Neural Networks for brain tumor segmentation in MRI

Application of deep learning for automatic segmentation of brain tumors on magnetic resonance imaging: a heuristic approach in the clinical scenario

An Improved InceptionV3 Network for Obscured Ship Classification in Remote Sensing Images

Demyelination precedes axonal loss in the transneuronal spread of human neurodegenerative disease

Semi‐supervised breast histopathological image classification with self‐training based on non‐linear distance metric

Attention-based Deep Learning Approaches in Brain Tumor Image Analysis: A Mini Review

Generative Adversarial Networks in Digital Pathology and Histopathological Image Processing: A Review

Semi-Supervised Medical Image Classification with Pseudo Labels Using Coalition Similarity Training

SoftMatch: Comparing Scanpaths Using Combinatorial Spatio-Temporal Sequences with Fractal Curves

Detection of ship targets in photoelectric images based on an improved recurrent attention convolutional neural network

Emerging Applications and Translational Challenges for AI in Healthcare

Inter-Regional Proteomic Profiling of the Human Brain Using an Optimized Protein Extraction Method from Formalin-Fixed Tissue to Identify Signaling Pathways

Radiomics and Machine Learning in Brain Tumors and Their Habitat: A Systematic Review

Multimodal Neuroimaging Computing for the Characterization of Neurodegenerative Disorders

Altered Brain Structure and Functional Connectivity of Primary Visual Cortex in Optic Neuritis

Towards machine learning-based quantitative hyperspectral image guidance for brain tumor resection

A robust optimization approach to wind farm diversification

Evidence of progressive tissue loss in the core of chronic MS lesions: A longitudinal DTI study

Severity Assessment and Progression Prediction of COVID-19 Patients Based on the LesionEncoder Framework and Chest CT

Microstructure, Thermal and Wetting Properties of Sn-Bi-Zn Lead-Free Solder

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