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Siamese neural networks for continuous disease severity evaluation and change detection in medical imaging

NPJ digital medicine, 2020-03, Vol.3 (1), p.48-48, Article 48

2020

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Applications of Artificial Intelligence for Retinopathy of Prematurity Screening

Pediatrics (Evanston), 2021-03, Vol.147 (3), p.e2020016618

2021

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Automated Assessment and Tracking of COVID-19 Pulmonary Disease Severity on Chest Radiographs using Convolutional Siamese Neural Networks

Radiology. Artificial intelligence, 2020-07, Vol.2 (4), p.e200079-e200079

2020

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Oxygenation Fluctuations Associated with Severe Retinopathy of Prematurity

Ophthalmology science (Online), 2024-03, Vol.4 (2), p.100417, Article 100417

2024

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Improving Recognition of Complex Aerial Scenes Using a Deep Weakly Supervised Learning Paradigm

IEEE geoscience and remote sensing letters, 2018-12, Vol.15 (12), p.1932-1936

2018

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Evaluation of an Artificial Intelligence System for Retinopathy of Prematurity Screening in Nepal and Mongolia

Ophthalmology science (Online), 2022-12, Vol.2 (4), p.100165-100165, Article 100165

2022

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Synthetic Medical Images for Robust, Privacy-Preserving Training of Artificial Intelligence

Ophthalmology science (Online), 2022-06, Vol.2 (2), p.100126, Article 100126

2022

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Deep Tone Mapping Operator for High Dynamic Range Images

IEEE transactions on image processing, 2020-01, Vol.29 (1), p.1285-1298

2020

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IEEE_Xplore

Quantification of Early Neonatal Oxygen Exposure as a Risk Factor for Retinopathy of Prematurity Requiring Treatment

Ophthalmology science (Online), 2021-12, Vol.1 (4), p.100070-100070, Article 100070

2021

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SplitAVG: A Heterogeneity-Aware Federated Deep Learning Method for Medical Imaging

IEEE journal of biomedical and health informatics, 2022-09, Vol.26 (9), p.4635-4644

2022

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IEEE_Xplore

The new normal in the oncology department in COVID-19 scenario

Journal of radiotherapy in practice, 2020-12, Vol.19 (4), p.405-405

2020

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Collaborative Privacy-preserving Approaches for Distributed Deep Learning Using Multi-Institutional Data

Radiographics, 2023-04, Vol.43 (4), p.e220107-e220107

2023

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Cloud-Gan: Cloud Removal for Sentinel-2 Imagery Using a Cyclic Consistent Generative Adversarial Networks

IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018, p.1772-1775

2018

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IEEE_Xplore

Inconsistent Partitioning and Unproductive Feature Associations Yield Idealized Radiomic Models

Radiology, 2023-04, Vol.307 (1), p.e220715

2023

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Synthesis, quantum chemical study, AIM simulation, in silico ADMET profile analysis, molecular docking and antioxidant activity assessment of aminofuran derivatives

Journal of molecular structure, 2020-03, Vol.1203, p.127285, Article 127285

2020

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Assessing the Trustworthiness of Saliency Maps for Localizing Abnormalities in Medical Imaging

Radiology. Artificial intelligence, 2021-11, Vol.3 (6), p.e200267-e200267

2021

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Synthesis of novel pregnane-diosgenin prodrugs via Ring A and Ring A connection: A combined experimental and theoretical studies

Journal of molecular structure, 2016-12, Vol.1125, p.616-623

2016

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First synthesis of furostans bearing a 1, 3-dioxane ring at C-26. XRD, Hirshfeld surfaces analysis, DFT studies

Journal of molecular structure, 2022-01, Vol.1247, p.131364, Article 131364

2022

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Synthesis of novel steroids using Mizoroki-Heck reaction, their spectroscopic analysis, anticancer activity against cervical cancer and DFT studies

Journal of molecular structure, 2020-03, Vol.1204, p.127512, Article 127512

2020

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Greener approach for synthesis of novel steroidal prodrugs using ionic liquid, their DFT study and apoptosis activity in prostate cancer cell line

Journal of molecular structure, 2019-03, Vol.1180, p.733-740

2019

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Single-Examination Risk Prediction of Severe Retinopathy of Prematurity

Pediatrics (Evanston), 2021-12, Vol.148 (6), p.1

2021

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Epidemiologic Evaluation of Retinopathy of Prematurity Severity in a Large Telemedicine Program in India Using Artificial Intelligence

Ophthalmology (Rochester, Minn.), 2023-08, Vol.130 (8), p.837-843

2023

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Artificial Intelligence for Retinopathy of Prematurity: Validation of a Vascular Severity Scale against International Expert Diagnosis

Ophthalmology (Rochester, Minn.), 2022-07, Vol.129 (7), p.e69-e76

2022

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Single-Exam Risk Prediction of Severe Retinopathy of Prematurity

Pediatrics (Evanston), 2021-12, Vol.148 (6)

2021

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External Validation of a Retinopathy of Prematurity Screening Model Using Artificial Intelligence in 3 Low- and Middle-Income Populations

JAMA ophthalmology, 2022-08, Vol.140 (8), p.791

2022

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Siamese neural networks for continuous disease severity evaluation and change detection in medical imaging

Applications of Artificial Intelligence for Retinopathy of Prematurity Screening

Automated Assessment and Tracking of COVID-19 Pulmonary Disease Severity on Chest Radiographs using Convolutional Siamese Neural Networks

Oxygenation Fluctuations Associated with Severe Retinopathy of Prematurity

Improving Recognition of Complex Aerial Scenes Using a Deep Weakly Supervised Learning Paradigm

Evaluation of an Artificial Intelligence System for Retinopathy of Prematurity Screening in Nepal and Mongolia

Synthetic Medical Images for Robust, Privacy-Preserving Training of Artificial Intelligence

Deep Tone Mapping Operator for High Dynamic Range Images

Quantification of Early Neonatal Oxygen Exposure as a Risk Factor for Retinopathy of Prematurity Requiring Treatment

SplitAVG: A Heterogeneity-Aware Federated Deep Learning Method for Medical Imaging

The new normal in the oncology department in COVID-19 scenario

Collaborative Privacy-preserving Approaches for Distributed Deep Learning Using Multi-Institutional Data

Cloud-Gan: Cloud Removal for Sentinel-2 Imagery Using a Cyclic Consistent Generative Adversarial Networks

Inconsistent Partitioning and Unproductive Feature Associations Yield Idealized Radiomic Models

Synthesis, quantum chemical study, AIM simulation, in silico ADMET profile analysis, molecular docking and antioxidant activity assessment of aminofuran derivatives

Assessing the Trustworthiness of Saliency Maps for Localizing Abnormalities in Medical Imaging

Synthesis of novel pregnane-diosgenin prodrugs via Ring A and Ring A connection: A combined experimental and theoretical studies

First synthesis of furostans bearing a 1, 3-dioxane ring at C-26. XRD, Hirshfeld surfaces analysis, DFT studies

Synthesis of novel steroids using Mizoroki-Heck reaction, their spectroscopic analysis, anticancer activity against cervical cancer and DFT studies

Greener approach for synthesis of novel steroidal prodrugs using ionic liquid, their DFT study and apoptosis activity in prostate cancer cell line

Single-Examination Risk Prediction of Severe Retinopathy of Prematurity

Epidemiologic Evaluation of Retinopathy of Prematurity Severity in a Large Telemedicine Program in India Using Artificial Intelligence

Artificial Intelligence for Retinopathy of Prematurity: Validation of a Vascular Severity Scale against International Expert Diagnosis

Single-Exam Risk Prediction of Severe Retinopathy of Prematurity

External Validation of a Retinopathy of Prematurity Screening Model Using Artificial Intelligence in 3 Low- and Middle-Income Populations

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