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CAD and AI for breast cancer-recent development and challenges

British journal of radiology, 2020-04, Vol.93 (1108), p.20190580-20190580

2020

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Urinary bladder segmentation in CT urography using deep-learning convolutional neural network and level sets

Medical physics (Lancaster), 2016-04, Vol.43 (4), p.1882-1896

2016

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Deep Learning in Medical Image Analysis

Advances in experimental medicine and biology, 2020, Vol.1213, p.3-21

2020

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Computer‐aided diagnosis in the era of deep learning

Medical physics (Lancaster), 2020-06, Vol.47 (5), p.e218-e227

2020

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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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Data drift in medical machine learning: implications and potential remedies

British journal of radiology, 2023-10, Vol.96 (1150), p.20220878-20220878

2023

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Detection of Severe Lung Infection on Chest Radiographs of COVID-19 Patients: Robustness of AI Models across Multi-Institutional Data

Diagnostics (Basel), 2024-02, Vol.14 (3), p.341

2024

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Risks of feature leakage and sample size dependencies in deep feature extraction for breast mass classification

Medical physics (Lancaster), 2021-06, Vol.48 (6), p.2827-2837

2021

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Methodology for Good Machine Learning with Multi‐Omics Data

Clinical pharmacology and therapeutics, 2024-04, Vol.115 (4), p.745-757

2024

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Deep‐learning convolutional neural network: Inner and outer bladder wall segmentation in CT urography

Medical physics (Lancaster), 2019-02, Vol.46 (2), p.634-648

2019

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Regulatory considerations for medical imaging AI/ML devices in the United States: concepts and challenges

Journal of medical imaging (Bellingham, Wash.), 2023-09, Vol.10 (5), p.051804-051804

2023

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Decision region analysis for generalizability of artificial intelligence models: estimating model generalizability in the case of cross-reactivity and population shift

Journal of medical imaging (Bellingham, Wash.), 2024-01, Vol.11 (1)

2024

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Effect of Dose Level on Radiologists’ Detection of Microcalcifications in Digital Breast Tomosynthesis: An Observer Study with Breast Phantoms

Academic radiology, 2022-01, Vol.29, p.S42-S49

2022

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Restorable Synthesis: Average Synthetic Segmentation Converges to a Polygon Approximation of an Object Contour in Medical Images

2024 IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI), 2024, p.77-80

2024

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Deep Learning Approach for Assessment of Bladder Cancer Treatment Response

Tomography (Ann Arbor), 2019-03, Vol.5 (1), p.201-208

2019

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Computer-aided detection of clustered microcalcifications in multiscale bilateral filtering regularized reconstructed digital breast tomosynthesis volume

Medical physics (Lancaster), 2014-02, Vol.41 (2), p.021901-n/a

2014

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Bladder Cancer Segmentation in CT for Treatment Response Assessment: Application of Deep-Learning Convolution Neural Network-A Pilot Study

Tomography (Ann Arbor), 2016-12, Vol.2 (4), p.421-429

2016

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Artificial intelligence in medicine: mitigating risks and maximizing benefits via quality assurance, quality control, and acceptance testing

BJR artificial intelligence, 2024-03, Vol.1 (1), p.ubae003-ubae003

2024

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AI and machine learning in medical imaging: key points from development to translation

BJR artificial intelligence, 2024-01, Vol.1 (1), p.ubae006-ubae006

2024

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Image registration based automated lesion correspondence pipeline for longitudinal CT data

2024 IEEE International Conference on Prognostics and Health Management (ICPHM), 2024, p.184-192

2024

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Psychophysical similarity based feature selection for nodule retrieval in CT

Samala, Ravi K

2011

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Computer-Aided Diagnosis of Breast Cancer with Tomosynthesis Imaging

Medical Image Analysis and Informatics, 2018, p.241-268

1, 2018

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Diversity Oriented Synthesis of Indoloazepinobenzimidazole and Benzimidazotriazolobenzodiazepine from N 1 ‐Alkyne‐1,2‐diamines

Chemistry : a European journal, 2015-12, Vol.21 (51), p.18828-18833

2015

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One-Pot Synthesis of Highly Fluorescent Pyrido[1,2-a]indole Derivatives through CH/NH Activation: Photophysical Investigations and Application in Cell Imaging

Chemistry : a European journal, 2014-10, Vol.20 (44), p.14344-14350

2014

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Diversity Oriented Synthesis of Indoloazepinobenzimidazole and Benzimidazotriazolobenzodiazepine from N(1)-Alkyne-1,2-diamines

Chemistry : a European journal, 2015-12, Vol.21 (51), p.18828-18833

2015

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CAD and AI for breast cancer-recent development and challenges

Urinary bladder segmentation in CT urography using deep-learning convolutional neural network and level sets

Deep Learning in Medical Image Analysis

Computer‐aided diagnosis in the era of deep learning

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

Data drift in medical machine learning: implications and potential remedies

Detection of Severe Lung Infection on Chest Radiographs of COVID-19 Patients: Robustness of AI Models across Multi-Institutional Data

Risks of feature leakage and sample size dependencies in deep feature extraction for breast mass classification

Methodology for Good Machine Learning with Multi‐Omics Data

Deep‐learning convolutional neural network: Inner and outer bladder wall segmentation in CT urography

Regulatory considerations for medical imaging AI/ML devices in the United States: concepts and challenges

Decision region analysis for generalizability of artificial intelligence models: estimating model generalizability in the case of cross-reactivity and population shift

Effect of Dose Level on Radiologists’ Detection of Microcalcifications in Digital Breast Tomosynthesis: An Observer Study with Breast Phantoms

Restorable Synthesis: Average Synthetic Segmentation Converges to a Polygon Approximation of an Object Contour in Medical Images

Deep Learning Approach for Assessment of Bladder Cancer Treatment Response

Computer-aided detection of clustered microcalcifications in multiscale bilateral filtering regularized reconstructed digital breast tomosynthesis volume

Bladder Cancer Segmentation in CT for Treatment Response Assessment: Application of Deep-Learning Convolution Neural Network-A Pilot Study

Artificial intelligence in medicine: mitigating risks and maximizing benefits via quality assurance, quality control, and acceptance testing

AI and machine learning in medical imaging: key points from development to translation

Image registration based automated lesion correspondence pipeline for longitudinal CT data

Psychophysical similarity based feature selection for nodule retrieval in CT

Computer-Aided Diagnosis of Breast Cancer with Tomosynthesis Imaging

Diversity Oriented Synthesis of Indoloazepinobenzimidazole and Benzimidazotriazolobenzodiazepine from N 1 ‐Alkyne‐1,2‐diamines

One-Pot Synthesis of Highly Fluorescent Pyrido[1,2-a]indole Derivatives through CH/NH Activation: Photophysical Investigations and Application in Cell Imaging

Diversity Oriented Synthesis of Indoloazepinobenzimidazole and Benzimidazotriazolobenzodiazepine from N(1)-Alkyne-1,2-diamines

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