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Uncover This Tech Term: Uncertainty Quantification for Deep Learning

Korean Journal of Radiology, 2024, 25(4), , pp.395-398

2024

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Abstract screening using the automated tool Rayyan: results of effectiveness in three diagnostic test accuracy systematic reviews

BMC medical research methodology, 2022-06, Vol.22 (1), p.160-160, Article 160

2022

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Evaluation of De Ritis (AST/ALT), ALP/ALT, and AST/ALP ratios as prognostic factors in patients with acute ischemic stroke

BMC neurology, 2022-12, Vol.22 (1), p.450-450, Article 450

2022

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Multi-Modal Ensemble Deep Learning in Head and Neck Cancer HPV Sub-Typing

Bioengineering (Basel), 2023-12, Vol.11 (1), p.13

2023

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The Transition of Mild Cognitive Impairment Over Time: An AV45- and FDG-PET Study of Reversion and Conversion Phenomena

Current Alzheimer research, 2021-01, Vol.18 (9), p.721

2021

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Machine Learning in Cardiovascular Imaging: A Scoping Review of Published Literature

Current radiology reports (Philadelphia, PA ), 2023, Vol.11 (2), p.34-45

2023

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Exploring the Impact of 3D Fast Spin Echo and Inversion Recovery Gradient Echo Sequences Magnetic Resonance Imaging Acquisition on Automated Brain Tumor Segmentation

Mayo Clinic Proceedings. Digital health, 2024-06, Vol.2 (2), p.231-240

2024

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Machine Learning and Deep Learning in Cardiothoracic Imaging: A Scoping Review

Diagnostics (Basel), 2022-10, Vol.12 (10), p.2512

2022

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Development of a deep learning model for the automated detection of green pixels indicative of gout on dual energy CT scan

Research in Diagnostic and Interventional Imaging (Online), 2024-03, Vol.9, p.100044, Article 100044

2024

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Optimizing Storage and Computational Efficiency: An Efficient Algorithm for Whole Slide Image Size Reduction

Mayo Clinic Proceedings. Digital health, 2023-09, Vol.1 (3), p.419-424

2023

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Deep-learning for automated detection of MSU deposits on DECT: evaluating impact on efficiency and reader confidence

Frontiers in radiology, 2024-02, Vol.4, p.1330399-1330399

2024

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Uncover This Tech Term: Uncertainty Quantification for Deep Learning

Korean journal of radiology, 2024-04, p.395-398

2024

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NIMG-47. A MULTIMODAL DEEP LEARNING MODEL FOR PREDICTING OVERALL SURVIVAL IN GLIOBLASTOMA PATIENTS

Neuro-oncology (Charlottesville, Va.), 2022-11, Vol.24 (Supplement_7), p.vii174-vii174

2022

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NEIM-02 DEVELOPMENT OF A DEEP LEARNING MODEL FOR DISCRIMINATING TRUE PROGRESSION FROM PSEUDOPROGRESSION IN GLIOBLASTOMA PATIENTS

Neuro-oncology advances, 2022-08, Vol.4 (Suppl 1), p.i17-i18

2022

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Sumatriptan attenuates fear-learning despair induced by social isolation stress in mice: Mediating role of hypothalamic-pituitary-adrenal axis

Psychoneuroendocrinology, 2024-06, Vol.164, p.107006-107006, Article 107006

2024

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Melatonin improves learning and memory of mice with chronic social isolation stress via an interaction between microglia polarization and BDNF/TrkB/CREB signaling pathway

European journal of pharmacology, 2021-10, Vol.908, p.174358-174358, Article 174358

2021

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NIMG-55. A COMPARISON OF THREE DIFFERENT DEEP LEARNING-BASED MODELS TO PREDICT THE MGMT PROMOTER METHYLATION STATUS IN GLIOBLASTOMA USING BRAIN MRI

Neuro-oncology (Charlottesville, Va.), 2022-11, Vol.24 (Supplement_7), p.vii176-vii176

2022

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The Evolving Role of Artificial Intelligence in Gastrointestinal Histopathology: An Update

Clinical gastroenterology and hepatology, 2024-06, Vol.22 (6), p.1170-1180

2024

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Bone Age Prediction under Stress

Radiology. Artificial intelligence, 2024-05, Vol.6 (3), p.e240137

2024

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A Comparison of Three Different Deep Learning-Based Models to Predict the MGMT Promoter Methylation Status in Glioblastoma Using Brain MRI

Journal of digital imaging, 2023-06, Vol.36 (3), p.837-846

2023

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Artificial Intelligence in Radiology: Overview of Application Types, Design, and Challenges

Seminars in roentgenology, 2023-04, Vol.58 (2), p.170-177

2023

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Development of a deep learning model for the histologic diagnosis of dysplasia in Barrett’s esophagus

Gastrointestinal endoscopy, 2022-12, Vol.96 (6), p.918-925.e3

2022

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NIMG-57. PERFORMANCE OF DEEP LEARNING IN MGMT PROMOTER METHYLATION STATUS PREDICTION USING BRAIN MRI: RESULTS FROM A LARGE COHORT OF IDH-WILDTYPE GLIOMAS TESTED BY A SINGLE METHYLATION ASSAY

Neuro-oncology (Charlottesville, Va.), 2023-11, Vol.25 (Supplement_5), p.v199-v199

2023

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Identifying Patients with CSF-Venous Fistula Using Brain MRI: A Deep Learning Approach

American journal of neuroradiology : AJNR, 2024-04, Vol.45 (4), p.439

2024

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Applying Deep Learning to Establish a Total Hip Arthroplasty Radiography Registry: A Stepwise Approach

Journal of bone and joint surgery. American volume, 2022-09, Vol.104 (18), p.1649

2022

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Uncover This Tech Term: Uncertainty Quantification for Deep Learning

Abstract screening using the automated tool Rayyan: results of effectiveness in three diagnostic test accuracy systematic reviews

Evaluation of De Ritis (AST/ALT), ALP/ALT, and AST/ALP ratios as prognostic factors in patients with acute ischemic stroke

Multi-Modal Ensemble Deep Learning in Head and Neck Cancer HPV Sub-Typing

The Transition of Mild Cognitive Impairment Over Time: An AV45- and FDG-PET Study of Reversion and Conversion Phenomena

Machine Learning in Cardiovascular Imaging: A Scoping Review of Published Literature

Exploring the Impact of 3D Fast Spin Echo and Inversion Recovery Gradient Echo Sequences Magnetic Resonance Imaging Acquisition on Automated Brain Tumor Segmentation

Machine Learning and Deep Learning in Cardiothoracic Imaging: A Scoping Review

Development of a deep learning model for the automated detection of green pixels indicative of gout on dual energy CT scan

Optimizing Storage and Computational Efficiency: An Efficient Algorithm for Whole Slide Image Size Reduction

Deep-learning for automated detection of MSU deposits on DECT: evaluating impact on efficiency and reader confidence

Uncover This Tech Term: Uncertainty Quantification for Deep Learning

NIMG-47. A MULTIMODAL DEEP LEARNING MODEL FOR PREDICTING OVERALL SURVIVAL IN GLIOBLASTOMA PATIENTS

NEIM-02 DEVELOPMENT OF A DEEP LEARNING MODEL FOR DISCRIMINATING TRUE PROGRESSION FROM PSEUDOPROGRESSION IN GLIOBLASTOMA PATIENTS

Sumatriptan attenuates fear-learning despair induced by social isolation stress in mice: Mediating role of hypothalamic-pituitary-adrenal axis

Melatonin improves learning and memory of mice with chronic social isolation stress via an interaction between microglia polarization and BDNF/TrkB/CREB signaling pathway

NIMG-55. A COMPARISON OF THREE DIFFERENT DEEP LEARNING-BASED MODELS TO PREDICT THE MGMT PROMOTER METHYLATION STATUS IN GLIOBLASTOMA USING BRAIN MRI

The Evolving Role of Artificial Intelligence in Gastrointestinal Histopathology: An Update

Bone Age Prediction under Stress

A Comparison of Three Different Deep Learning-Based Models to Predict the MGMT Promoter Methylation Status in Glioblastoma Using Brain MRI

Artificial Intelligence in Radiology: Overview of Application Types, Design, and Challenges

Development of a deep learning model for the histologic diagnosis of dysplasia in Barrett’s esophagus

NIMG-57. PERFORMANCE OF DEEP LEARNING IN MGMT PROMOTER METHYLATION STATUS PREDICTION USING BRAIN MRI: RESULTS FROM A LARGE COHORT OF IDH-WILDTYPE GLIOMAS TESTED BY A SINGLE METHYLATION ASSAY

Identifying Patients with CSF-Venous Fistula Using Brain MRI: A Deep Learning Approach

Applying Deep Learning to Establish a Total Hip Arthroplasty Radiography Registry: A Stepwise Approach

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