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Advanced Search Results For "Lee, Jinyong"

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 "Lee, Jinyong"
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The Impact of Deep Learning on Ultrasound in Diagnosis and Therapy: Enhancing Clinical Decision Support, Workflow Efficiency, Quantification, Image Registration, and Real-time Assistance

Publication Type: Academic Journal

Source(s): Advanced Ultrasound in Diagnosis and Therapy, Vol 7, Iss 2, Pp 204-216 (2023)

Abstract: This review article introduces the main concepts and architectures of deep learning networks for medical imaging tasks, such as classification, detection, segmentation, and generation. It then surveys how deep learning has been applied to ultrasound im...

Mutations of TP53 and genes related to homologous recombination repair in breast cancer with germline BRCA1/2 mutations

Publication Type: Academic Journal

Source(s): Human Genomics, Vol 17, Iss 1, Pp 1-10 (2023)

Abstract: Abstract Background Germline mutations of breast cancer susceptibility gene BRCA1 and BRCA2 (gBRCA1/2) are associated with elevated risk of breast cancer in young women in Asia. BRCA1 and BRCA2 proteins contribute to genomic stability through homologou...

Single-cell and spatial sequencing application in pathology

Publication Type: Academic Journal

Source(s): Journal of Pathology and Translational Medicine, Vol 57, Iss 1, Pp 43-51 (2023)

Abstract: Traditionally, diagnostic pathology uses histology representing structural alterations in a disease’s cells and tissues. In many cases, however, it is supplemented by other morphology-based methods such as immunohistochemistry and fluorescent in situ h...

Assessment of fractional flow reserve in intermediate coronary stenosis using optical coherence tomography-based machine learning

Publication Type: Academic Journal

Source(s): Frontiers in Cardiovascular Medicine, Vol 10 (2023)

Abstract: ObjectivesThis study aimed to evaluate and compare the diagnostic accuracy of machine learning (ML)- fractional flow reserve (FFR) based on optical coherence tomography (OCT) with wire-based FFR irrespective of the coronary territory.BackgroundML techn...

Drug–Target Interaction Deep Learning-Based Model Identifies the Flavonoid Troxerutin as a Candidate TRPV1 Antagonist.

Publication Type: Academic Journal

Source(s): Applied Sciences (2076-3417). May2023, Vol. 13 Issue 9, p5617. 12p.

Abstract: Based on the advances made by artificial intelligence (AI) technologies in drug discovery, including target identification, hit molecule identification, and lead optimization, this study investigated natural compounds that could act as transient recept...

Sample-efficient multi-agent reinforcement learning with masked reconstruction.

Publication Type: Academic Journal

Source(s): PLoS ONE, Vol 18, Iss 9, p e0291545 (2023)

Abstract: Deep reinforcement learning (DRL) is a powerful approach that combines reinforcement learning (RL) and deep learning to address complex decision-making problems in high-dimensional environments. Although DRL has been remarkably successful, its low samp...

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Drug–Target Interaction Deep Learning-Based Model Identifies the Flavonoid Troxerutin as a Candidate TRPV1 Antagonist

Publication Type: Academic Journal

Source(s): Applied Sciences, Vol 13, Iss 5617, p 5617 (2023)

Abstract: Based on the advances made by artificial intelligence (AI) technologies in drug discovery, including target identification, hit molecule identification, and lead optimization, this study investigated natural compounds that could act as transient recept...

Regulated necrosis, a proinflammatory cell death, potentially counteracts pathogenic infections

Publication Type: Academic Journal

Source(s): Cell Death and Disease, Vol 13, Iss 7, Pp 1-14 (2022)

Abstract: Abstract Since the discovery of cell apoptosis, other gene-regulated cell deaths are gradually appreciated, including pyroptosis, ferroptosis, and necroptosis. Necroptosis is, so far, one of the best-characterized regulated necrosis. In response to div...

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Prospective longitudinal analysis of antibody response after standard and booster doses of SARS-COV2 vaccination in patients with early breast cancer

Publication Type: Academic Journal

Source(s): Frontiers in Immunology, Vol 13 (2022)

Abstract: IntroductionSevere acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and its variants brought waves of pandemics with breakthrough infections in vaccinated individuals. We analyzed the antibody responses after primary and booster vaccination in hea...

Broadband Wavelength Swept Laser With Bidirectional Photonic Resonance for High Resolution Optical Coherence Tomography

Publication Type: Academic Journal

Source(s): IEEE Photonics Journal, Vol 14, Iss 1, Pp 1-6 (2022)

Abstract: A light source with extended spectral bandwidth applied in optical coherence tomography (OCT) systems produces highly accurate micro-scale imaging structures owing to the attainable high-axial resolution. This study presents a wide tuning range of a wa...

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