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Deep Learning Approach to Conversion of Contrast Enhanced Computed Tomography Images to Virtual Non-contrast Images

Jung, Seongmoon , Kim, Jungye , Kim, Bitbyeol , Lee, Jimin

Conference Paper Issue Date2023-10-11 View6

Deep Learning Based Metal Artifact Reduction in CT for Radiation Treatment Planning for Head and Neck Patients

Lee, Jimin , Lee, Jung Mok , Jung, Seongmoon

Conference Paper Issue Date2022-04-08 View5

Deep Learning Surrogate Model for Fuel Performance Analysis

Zahur, Awais , Ali, Muhammad Rizwan , Lee, Jimin , Lee, Deokjung

Conference Paper Issue Date2023-10-25 View7

Deep Learning-based Acceleration of Multi-species Fokker-Planck-Landau Collision Operator for Fusion Plasma Simulation

Noh, H.J. , Lee, Jimin , Yoon, Eisung

Conference Paper Issue Date2023-10-18 View7

Deep Learning-based Breast and Organs-at-risk Segmentation in CT with Uncertainty Quantification for Radiation Therapy after Breast-Conserving Surgery

Lee, Jimin , Cho, Hyungjoo , Ye, Sung-Joon , Choi, Doo Ho , Park, Won , Kim, Haeyoung , Cho, Won Kyung , Kim, Hee Jung

Conference Paper Issue Date2020-11-29 View8

Deep Learning-based Conversion of Single Energy CT to Parametric Maps of Dual-layer Spectral CT

Lee, Jimin , Kim, Sangwook , Kim, Jungye , Kim, Bitbyeol , Jung, Seongmoon

Conference Paper Issue Date2023-01-10 View8

Deep Learning-based CT Metal Artifact Reduction in the Lumbar Spine

Chae, Hee-Dong , Lee, Jimin , Cho, Hyungjoo , Hong, Sung Hwan , Choi, Ja-Young , Yoo, Hye Jin , Yeoh, Hyunjung , Ye, Sung-Joon

Conference Paper Issue Date2020-11-29 View8

Deep Learning-based Effective Atomic Number Conversion From Single Energy Computed Tomography

Lee, Jimin , Kim, Sangwook , Kim, Bitbyeol , Jung, Seongmoon

Conference Paper Issue Date2021-11-28 View3

Deep Learning-based Fokker-Planck-Landau Collision Operator for Fusion Plasma Simulation: A Preliminary Study

Noh, HyungJun , Lee, Jimin , Yoon, Eisung

Conference Paper Issue Date2022-05-19 View7

Deep learning-based generation of electron density and effective atomic number map from single energy computed tomography

Kim, Jungye , Kim, Sangwook , Jung, Seongmoon , Kim, Bitbyeol , Lee, Jimin

Conference Paper Issue Date2021-08-20 View8

Deep learning-based label-free hematology analysis framework using optical diffraction tomography File File

Ryu, Dongmin , Bak, Taeyoung , Ahn, Daewoong , Kang, Hayoung , Oh, Sanggeun , Min, Hyun-seok , Lee, Sumin , Lee, Jimin

Article Issue Date2023-08 View17

Deep Learning-based Metal Artifact and Noise Reduction in the Lumbar Spine CT

Choi, Hyoung In , Lee, Jimin , Chae, Hee-Dong , Ahn, Chulkyun , Cho, Hyungjoo , Ye, Sung-Joon , Kim, Jong Hyo , Hong, Sung Hwan , Choi, Ja-Young , Yoo, Hye Jim

Conference Paper Issue Date2021-12-01 View6

Deep Learning-Based Metal Artifact Reduction for Planning CT in Radiation Therapy for Head and Neck Cancer

Lee, Jimin , Lee, Jung Mok , Jung, Seongmoon

Conference Paper Issue Date2022-07-10 View8

Deep Learning-based Metal Artifact Reduction in Cone-Beam CT for Head and Neck Cancer Patients

Lee, Jung Mok , Ki, Juhyeong , Lee, Wonjin , Kim, Bitbyeol , Jung, Seongmoon , Lee, Jimin

Conference Paper Issue Date2023-01-10 View5

Deep Learning-Based Metal Artifact Reduction in CT for Total Knee Arthroplasty

Lee, Jimin , Chae, Hee-Dong , Cho, Hyungjoo , Hong, Sung Hwan , Choi, Ja-Young , Yoo, Hye Jin , Ye, Sung-Joon

Conference Paper Issue Date2019-12-05 View9

Deep Learning-based Metal Artifact Reduction Technique by Simulating Artificial CT Images with Metallic Implants

Lee, Jimin , Cho, Hyungjoo , Lee, Hoyeon , Cho, Seungryong , Chae, Hee-Dong , Ye, Sung-Joon

Conference Paper Issue Date2019-01-06 View8

Deep Learning-Based Resolution Dependent MRI-CT Conversion for Orthotopic Breast Cancer Model

Ambaye, Dagnachew , Jeong, Ji Woo , Tessema, Abel Work , Lee, Jimin , Cho, Hyungjoon

Conference Paper Issue Date2023-11-03 View8

Deep learning-based synthesis of single-energy CT to virtual monochromatic imaging

Kim, Sangwook , Kim, Jungye , Jung, Seongmoon , Kim, Bitbyeol , Lee, Jimin

Conference Paper Issue Date2021-08-20 View7

Deep Radiomics–based Approach to the Diagnosis of Osteoporosis Using Hip Radiographs File

Kim, Sangwook , Kim, Bo Ram , Chae, Hee-Dong , Lee, Jimin , Ye, Sung-Joon , Kim, Dong Hyun , Hong, Sung Hwan , Choi, Ja-Young , Yoo, Hye Jin

Article Issue Date2022-05 View12

Deep-Learning-Based Label-Free Segmentation of Cell Nuclei in Time-Lapse Refractive Index Tomograms File

Lee, Jimin , Kim, Hyejin , Cho, Hyungjoo , Jo, Youngju , Song, Yujin , Ahn, Daewoong , Lee, Kangwon , Park, Yongkeun , Ye, Sung-Joon

Article Issue Date2019-06 View7

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