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1
Deep-Stacked Convolutional Neural Networks for Brain Abnormality Classification Based on MRI Images
Deep-Stacked Convolutional Neural Networks for Brain Abnormality Classification Based on MRI Images
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Deep-Stacked Convolutional Neural Networks for Brain Abnormality Classification Based on MRI Images

Journal of digital imaging, 2023-08, Vol.36 (4), p.1460-1479 [Peer Reviewed Journal]

The Author(s) under exclusive licence to Society for Imaging Informatics in Medicine 2023. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. ;2023. The Author(s) under exclusive licence to Society for Imaging Informatics in Medicine. ;ISSN: 1618-727X ;ISSN: 0897-1889 ;EISSN: 1618-727X ;DOI: 10.1007/s10278-023-00828-7 ;PMID: 37145248

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2
Pre-operative Microvascular Invasion Prediction Using Multi-parametric Liver MRI Radiomics
Pre-operative Microvascular Invasion Prediction Using Multi-parametric Liver MRI Radiomics
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Pre-operative Microvascular Invasion Prediction Using Multi-parametric Liver MRI Radiomics

Journal of digital imaging, 2020-12, Vol.33 (6), p.1376-1386 [Peer Reviewed Journal]

Society for Imaging Informatics in Medicine 2020 ;Society for Imaging Informatics in Medicine 2020. ;ISSN: 0897-1889 ;EISSN: 1618-727X ;DOI: 10.1007/s10278-020-00353-x ;PMID: 32495126

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3
Textural Kinetics: A Novel Dynamic Contrast-Enhanced (DCE)-MRI Feature for Breast Lesion Classification
Textural Kinetics: A Novel Dynamic Contrast-Enhanced (DCE)-MRI Feature for Breast Lesion Classification
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Textural Kinetics: A Novel Dynamic Contrast-Enhanced (DCE)-MRI Feature for Breast Lesion Classification

Journal of digital imaging, 2011-06, Vol.24 (3), p.446-463 [Peer Reviewed Journal]

Society for Imaging Informatics in Medicine 2010 ;Society for Imaging Informatics in Medicine 2011 ;ISSN: 0897-1889 ;EISSN: 1618-727X ;DOI: 10.1007/s10278-010-9298-1 ;PMID: 20508965

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4
Development of a Computer-Aided Differential Diagnosis System to Distinguish Between Usual Interstitial Pneumonia and Non-specific Interstitial Pneumonia Using Texture- and Shape-Based Hierarchical Classifiers on HRCT Images
Development of a Computer-Aided Differential Diagnosis System to Distinguish Between Usual Interstitial Pneumonia and Non-specific Interstitial Pneumonia Using Texture- and Shape-Based Hierarchical Classifiers on HRCT Images
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Development of a Computer-Aided Differential Diagnosis System to Distinguish Between Usual Interstitial Pneumonia and Non-specific Interstitial Pneumonia Using Texture- and Shape-Based Hierarchical Classifiers on HRCT Images

Journal of digital imaging, 2018-04, Vol.31 (2), p.235-244 [Peer Reviewed Journal]

Society for Imaging Informatics in Medicine 2017 ;Journal of Digital Imaging is a copyright of Springer, (2017). All Rights Reserved. ;ISSN: 0897-1889 ;ISSN: 1618-727X ;EISSN: 1618-727X ;DOI: 10.1007/s10278-017-0018-y ;PMID: 28884381

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5
Computer-Aided Detection of Incidental Lumbar Spine Fractures from Routine Dual-Energy X-Ray Absorptiometry (DEXA) Studies Using a Support Vector Machine (SVM) Classifier
Computer-Aided Detection of Incidental Lumbar Spine Fractures from Routine Dual-Energy X-Ray Absorptiometry (DEXA) Studies Using a Support Vector Machine (SVM) Classifier
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Computer-Aided Detection of Incidental Lumbar Spine Fractures from Routine Dual-Energy X-Ray Absorptiometry (DEXA) Studies Using a Support Vector Machine (SVM) Classifier

Journal of digital imaging, 2020-02, Vol.33 (1), p.204-210 [Peer Reviewed Journal]

Society for Imaging Informatics in Medicine 2019 ;Journal of Digital Imaging is a copyright of Springer, (2019). All Rights Reserved. ;ISSN: 0897-1889 ;EISSN: 1618-727X ;DOI: 10.1007/s10278-019-00224-0 ;PMID: 31062114

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6
Rethinking Skin Lesion Segmentation in a Convolutional Classifier
Rethinking Skin Lesion Segmentation in a Convolutional Classifier
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Rethinking Skin Lesion Segmentation in a Convolutional Classifier

Journal of digital imaging, 2018-08, Vol.31 (4), p.435-440 [Peer Reviewed Journal]

Society for Imaging Informatics in Medicine 2017 ;Journal of Digital Imaging is a copyright of Springer, (2017). All Rights Reserved. ;ISSN: 0897-1889 ;EISSN: 1618-727X ;DOI: 10.1007/s10278-017-0026-y ;PMID: 29047032

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7
Comparison of Shallow and Deep Learning Methods on Classifying the Regional Pattern of Diffuse Lung Disease
Comparison of Shallow and Deep Learning Methods on Classifying the Regional Pattern of Diffuse Lung Disease
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Comparison of Shallow and Deep Learning Methods on Classifying the Regional Pattern of Diffuse Lung Disease

Journal of digital imaging, 2018-08, Vol.31 (4), p.415-424 [Peer Reviewed Journal]

Society for Imaging Informatics in Medicine 2017 ;Journal of Digital Imaging is a copyright of Springer, (2017). All Rights Reserved. ;ISSN: 0897-1889 ;ISSN: 1618-727X ;EISSN: 1618-727X ;DOI: 10.1007/s10278-017-0028-9 ;PMID: 29043528

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8
Myocardial Perfusion SPECT Imaging Radiomic Features and Machine Learning Algorithms for Cardiac Contractile Pattern Recognition
Myocardial Perfusion SPECT Imaging Radiomic Features and Machine Learning Algorithms for Cardiac Contractile Pattern Recognition
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Myocardial Perfusion SPECT Imaging Radiomic Features and Machine Learning Algorithms for Cardiac Contractile Pattern Recognition

Journal of digital imaging, 2023-04, Vol.36 (2), p.497-509 [Peer Reviewed Journal]

The Author(s) 2022 ;2022. The Author(s). ;The Author(s) 2022. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1618-727X ;ISSN: 0897-1889 ;EISSN: 1618-727X ;DOI: 10.1007/s10278-022-00705-9 ;PMID: 36376780

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9
Efficiency Improvement in a Busy Radiology Practice: Determination of Musculoskeletal Magnetic Resonance Imaging Protocol Using Deep-Learning Convolutional Neural Networks
Efficiency Improvement in a Busy Radiology Practice: Determination of Musculoskeletal Magnetic Resonance Imaging Protocol Using Deep-Learning Convolutional Neural Networks
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Efficiency Improvement in a Busy Radiology Practice: Determination of Musculoskeletal Magnetic Resonance Imaging Protocol Using Deep-Learning Convolutional Neural Networks

Journal of digital imaging, 2018-10, Vol.31 (5), p.604-610 [Peer Reviewed Journal]

Society for Imaging Informatics in Medicine 2018 ;Journal of Digital Imaging is a copyright of Springer, (2018). All Rights Reserved. ;ISSN: 0897-1889 ;ISSN: 1618-727X ;EISSN: 1618-727X ;DOI: 10.1007/s10278-018-0066-y ;PMID: 29619578

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10
Deep Convolutional Neural Networks for Endotracheal Tube Position and X-ray Image Classification: Challenges and Opportunities
Deep Convolutional Neural Networks for Endotracheal Tube Position and X-ray Image Classification: Challenges and Opportunities
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Deep Convolutional Neural Networks for Endotracheal Tube Position and X-ray Image Classification: Challenges and Opportunities

Journal of digital imaging, 2017-08, Vol.30 (4), p.460-468 [Peer Reviewed Journal]

The Author(s) 2017 ;Journal of Digital Imaging is a copyright of Springer, 2017. ;ISSN: 0897-1889 ;EISSN: 1618-727X ;DOI: 10.1007/s10278-017-9980-7 ;PMID: 28600640

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11
Post-revascularization Ejection Fraction Prediction for Patients Undergoing Percutaneous Coronary Intervention Based on Myocardial Perfusion SPECT Imaging Radiomics: a Preliminary Machine Learning Study
Post-revascularization Ejection Fraction Prediction for Patients Undergoing Percutaneous Coronary Intervention Based on Myocardial Perfusion SPECT Imaging Radiomics: a Preliminary Machine Learning Study
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Post-revascularization Ejection Fraction Prediction for Patients Undergoing Percutaneous Coronary Intervention Based on Myocardial Perfusion SPECT Imaging Radiomics: a Preliminary Machine Learning Study

Journal of digital imaging, 2023-08, Vol.36 (4), p.1348-1363 [Peer Reviewed Journal]

The Author(s) 2023 ;2023. The Author(s). ;The Author(s) 2023. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1618-727X ;ISSN: 0897-1889 ;EISSN: 1618-727X ;DOI: 10.1007/s10278-023-00820-1 ;PMID: 37059890

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12
Automated Decision Support System for Detection of Leukemia from Peripheral Blood Smear Images
Automated Decision Support System for Detection of Leukemia from Peripheral Blood Smear Images
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Automated Decision Support System for Detection of Leukemia from Peripheral Blood Smear Images

Journal of digital imaging, 2020-04, Vol.33 (2), p.361-374 [Peer Reviewed Journal]

Society for Imaging Informatics in Medicine 2019 ;Society for Imaging Informatics in Medicine 2019. ;ISSN: 0897-1889 ;EISSN: 1618-727X ;DOI: 10.1007/s10278-019-00288-y ;PMID: 31728805

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13
Deep Reinforcement Learning with Automated Label Extraction from Clinical Reports Accurately Classifies 3D MRI Brain Volumes
Deep Reinforcement Learning with Automated Label Extraction from Clinical Reports Accurately Classifies 3D MRI Brain Volumes
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Deep Reinforcement Learning with Automated Label Extraction from Clinical Reports Accurately Classifies 3D MRI Brain Volumes

Journal of digital imaging, 2022-10, Vol.35 (5), p.1143-1152 [Peer Reviewed Journal]

The Author(s) under exclusive licence to Society for Imaging Informatics in Medicine 2022 ;2022. The Author(s) under exclusive licence to Society for Imaging Informatics in Medicine. ;The Author(s) under exclusive licence to Society for Imaging Informatics in Medicine 2022. ;ISSN: 0897-1889 ;EISSN: 1618-727X ;DOI: 10.1007/s10278-022-00644-5 ;PMID: 35562633

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14
Automatic Determination of the Need for Intravenous Contrast in Musculoskeletal MRI Examinations Using IBM Watson’s Natural Language Processing Algorithm
Automatic Determination of the Need for Intravenous Contrast in Musculoskeletal MRI Examinations Using IBM Watson’s Natural Language Processing Algorithm
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Automatic Determination of the Need for Intravenous Contrast in Musculoskeletal MRI Examinations Using IBM Watson’s Natural Language Processing Algorithm

Journal of digital imaging, 2018-04, Vol.31 (2), p.245-251 [Peer Reviewed Journal]

Society for Imaging Informatics in Medicine 2017 ;Journal of Digital Imaging is a copyright of Springer, (2017). All Rights Reserved. ;ISSN: 0897-1889 ;ISSN: 1618-727X ;EISSN: 1618-727X ;DOI: 10.1007/s10278-017-0021-3 ;PMID: 28924815

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15
Improved Fine-Tuning of In-Domain Transformer Model for Inferring COVID-19 Presence in Multi-Institutional Radiology Reports
Improved Fine-Tuning of In-Domain Transformer Model for Inferring COVID-19 Presence in Multi-Institutional Radiology Reports
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Improved Fine-Tuning of In-Domain Transformer Model for Inferring COVID-19 Presence in Multi-Institutional Radiology Reports

Journal of digital imaging, 2023-02, Vol.36 (1), p.164-177 [Peer Reviewed Journal]

The Author(s) under exclusive licence to Society for Imaging Informatics in Medicine 2022. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. ;2022. The Author(s) under exclusive licence to Society for Imaging Informatics in Medicine. ;The Author(s) under exclusive licence to Society for Imaging Informatics in Medicine 2022, Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. ;ISSN: 1618-727X ;ISSN: 0897-1889 ;EISSN: 1618-727X ;DOI: 10.1007/s10278-022-00714-8 ;PMID: 36323915

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16
Categorization of Common Pigmented Skin Lesions (CPSL) using Multi-Deep Features and Support Vector Machine
Categorization of Common Pigmented Skin Lesions (CPSL) using Multi-Deep Features and Support Vector Machine
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Categorization of Common Pigmented Skin Lesions (CPSL) using Multi-Deep Features and Support Vector Machine

Journal of digital imaging, 2022-10, Vol.35 (5), p.1207-1216 [Peer Reviewed Journal]

The Author(s) under exclusive licence to Society for Imaging Informatics in Medicine 2022 ;2022. The Author(s) under exclusive licence to Society for Imaging Informatics in Medicine. ;The Author(s) under exclusive licence to Society for Imaging Informatics in Medicine 2022. ;ISSN: 0897-1889 ;EISSN: 1618-727X ;DOI: 10.1007/s10278-022-00632-9 ;PMID: 35524077

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17
Deep Learning Body Region Classification of MRI and CT Examinations
Deep Learning Body Region Classification of MRI and CT Examinations
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Deep Learning Body Region Classification of MRI and CT Examinations

Journal of digital imaging, 2023-08, Vol.36 (4), p.1291-1301 [Peer Reviewed Journal]

Change Healthcare LLC 2023 ;2023. Change Healthcare LLC. ;Change Healthcare LLC 2023. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1618-727X ;ISSN: 0897-1889 ;EISSN: 1618-727X ;DOI: 10.1007/s10278-022-00767-9 ;PMID: 36894697

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18
Deep Transfer Learning-Based Approach for Glucose Transporter-1 (GLUT1) Expression Assessment
Deep Transfer Learning-Based Approach for Glucose Transporter-1 (GLUT1) Expression Assessment
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Deep Transfer Learning-Based Approach for Glucose Transporter-1 (GLUT1) Expression Assessment

Journal of digital imaging, 2023-12, Vol.36 (6), p.2367-2381 [Peer Reviewed Journal]

The Author(s) 2023 ;2023. The Author(s). ;The Author(s) 2023. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 0897-1889 ;EISSN: 1618-727X ;DOI: 10.1007/s10278-023-00859-0 ;PMID: 37670181

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19
ExpHBA Deep-IoT: Exponential Honey Badger Optimized Deep Learning For Breast Cancer Detection in IoT Healthcare System
ExpHBA Deep-IoT: Exponential Honey Badger Optimized Deep Learning For Breast Cancer Detection in IoT Healthcare System
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ExpHBA Deep-IoT: Exponential Honey Badger Optimized Deep Learning For Breast Cancer Detection in IoT Healthcare System

Journal of digital imaging, 2023-12, Vol.36 (6), p.2461-2479 [Peer Reviewed Journal]

The Author(s) under exclusive licence to Society for Imaging Informatics in Medicine 2023. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. ;2023. The Author(s) under exclusive licence to Society for Imaging Informatics in Medicine. ;ISSN: 0897-1889 ;EISSN: 1618-727X ;DOI: 10.1007/s10278-023-00878-x ;PMID: 37491544

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20
Ensemble Approaches to Recognize Protected Health Information in Radiology Reports
Ensemble Approaches to Recognize Protected Health Information in Radiology Reports
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Ensemble Approaches to Recognize Protected Health Information in Radiology Reports

Journal of digital imaging, 2022-12, Vol.35 (6), p.1694-1698 [Peer Reviewed Journal]

The Author(s) under exclusive licence to Society for Imaging Informatics in Medicine 2022 ;2022. The Author(s) under exclusive licence to Society for Imaging Informatics in Medicine. ;The Author(s) under exclusive licence to Society for Imaging Informatics in Medicine 2022. ;ISSN: 0897-1889 ;EISSN: 1618-727X ;DOI: 10.1007/s10278-022-00673-0 ;PMID: 35715655

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