Sohyun Ahn

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Research Professor

Ewha Womans University

South Korea

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About

Sohyun Ahn is a Research Professor at Ewha Womans University in South Korea. Her research interests include medical imaging, machine learning applications in healthcare, and advancements in radiation therapy. Recent publications highlight her work on dual energy computed tomography, deep learning for predicting cytomegalovirus infection, and mathematical modeling for enhanced imaging techniques.

Recent Grants

Grant: Close

Develop of anatomy contents based on MR using Human Mounted Display(HMD)

Open Date: 2024-05-01

Close Date: 2025-04-01

Grant: Close

A study on the development of an auto-segmentation model for tumors using deep learning and the prediction of treatment response and prognosis based on the metabolic activity of normal organs

Open Date: 2023-06-01

Close Date: 2025-02-01

Grant: Close

Development on-premise AI-based all-in-one X-ray imaging system for automatic diagnosis of bone age

Open Date: 2023-05-01

Close Date: 2024-04-01

Grant: Close

A study on acquiring representative energies for kV-MV dual-energy spectral CT for enhanced component imaging

Open Date: 2022-09-01

Close Date: 2023-08-01

Grant: Close

A clinical study on the application of high-resolution cone-beam CT with poly-energy and scatter removal filters for radiation therapy

Open Date: 2019-09-01

Close Date: 2022-02-01

Articles (12)

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2025

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2024

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2024

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2023

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2023

Collaborators (1)

Kum-Bae Kim

Chief Medical Physicist

Korea Institute of Radiological and Medical Sciences

SOUTH KOREA

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Sohyun Ahn

Research Interests

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About

Recent Grants

Articles (12)

Algorithm for using dual energy computed tomography to determine chemical composition: A feasibility study

Anatomy education potential of the first digital twin of a Korean cadaver

Enhancing the Predictions of Cytomegalovirus Infection in Severe Ulcerative Colitis Using a Deep Learning Ensemble Model: Development and Validation Study

Machine learning model for predicting Amyloid-β positivity and cognitive status using early-phase 18F-Florbetaben PET and clinical features

Assessment of radio-activation using spectroscopy in medical linear accelerators

Development of shielding evaluation and management program for O-ring type linear accelerators

Comparison of skin dose in IMRT and VMAT with TrueBeam and Halcyon linear accelerator for whole breast irradiation

Advanced mathematical modeling for preciseestimation of CT energy spectrum using a calibration phantom

Correction to: Comparison of skin dose in IMRT and VMAT with TrueBeam and Halcyon linear accelerator for whole breast irradiation (Physical and Engineering Sciences in Medicine, (2024), 47, 2, (443-451), 10.1007/s13246-023-01373-x)

Correction to: Development of shielding evaluation and management program for O-ring type linear accelerators (Scientific Reports, (2024), 14, 1, (10719), 10.1038/s41598-024-60362-6)

Using a Deep Learning Model to Address Interobserver Variability in the Evaluation of Ulcerative Colitis (UC) Severity

Development of Inclined Applicators for Flattened Beam Intraoperative Radiotherapy

Collaborators (1)

Kum-Bae Kim

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