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3D Dose Distribution Estimation for Various Treatment Techniques using Deep Learning Framework For Radiation Therapy

Lee, Jimin , Ryu, Dongmin , Kim, Heejung

Conference Paper Issue Date2021-12-01 View6

A Robust Approach for Small Bubble Detection in HANARO Core Using Consecutive Multi-Frames

Yim, Jiyeon , Kim, Minjong , Lee, Minwoo , Kim, Minsu , Yu, Younggyun , Lee, Jimin

Conference Paper Issue Date2023-05-19 View4

Analysis of the Effect of Radiation Doses on UV Transmission of Intraocular Lenses Using a Spectrophotometer

Lee, Jimin , Choi, Chang Heon , Kim, Ilhan , Ye, Sung-Joon

Conference Paper Issue Date2017-05-18 View0

[ANSTO Experience] Evaluation of filters in RSPCS (Reactor Service Pool Cooling System) and HWL (Hot Water Layer) in OPAL Research reactor at ANSTO (Australian Nuclear Science and Technology Organization)

Lee, Jimin , Foy, Robin , Jung, Seongmoon , Park, Hyeonsuk , Ye, Sung-Joon

Conference Paper Issue Date2016-05-12 View3

Automatic tumor and multi-organ segmentation technique in CT based on Deep Learning 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, Heejung

Conference Paper Issue Date2020-07-12 View4

Brain MRI synthesis with progressive growing of generative adversarial network: a feasibility study

Na, Yoonho , Kim, Kyuri , Roh, Junghyun , Ye, Sung-Joon , Lee, Jimin

Conference Paper Issue Date2021-08-20 View4

Brain Tumor MR Image Inpainting based on Generative Adversarial Networks

Kim, Kyuri , Na, Yoonho , Lee, Jimin , Ye, Sung-Joon , Kim, Hwiyoung

Conference Paper Issue Date2023-01-10 View4

CNN-Based Metal Artifact Reduction Method with Mask for Planning CT in Radiation Treatment

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

Conference Paper Issue Date2023-11-28 View1

Comparison of MR to CT translation based on Deep Learning

Roh, Junghyun , Kim, Ho Jin , Kim, Yong Bae , Lee, Jimin

Conference Paper Issue Date2023-10-21 View3

Compton Background Elimination for in Vivo X-Ray Fluorescence Imaging of Gold Nanoparticles Using Convolutional Neural Network File

Jung, Seongmoon , Lee, Jimin , Cho, Hyungjoo , Kim, Taeyun , Ye, Sung-Joon

Article Issue Date2020-11 View2

Conversion of single energy computed tomography to parametric map of dual energy computed tomography using convolutional neural network

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

Conference Paper Issue Date2022-04-28 View4

Conversion of single energy computed tomography to parametric map of dual-layer spectral computed tomography using convolutional neural network

Kim, Sangwook , Lee, Jimin , Kim, Jungye , Kim, Bitbyeol , Choi, Chang Heon , Jung, Seongmoon

Conference Paper Issue Date2022-11-09 View1

Conversion of single-energy CT to parametric maps of dual-energy CT using convolutional neural network File

Kim, Sangwook , Lee, Jimin , Kim, Jungye , Kim, Bitbyeol , Choi, Chang Heon , Jung, Seongmoon

Article Issue Date2024-04 View7

Convolutional Neural Network based Conversion of Single Energy CT to Parametric Maps of Dual-layer Spectral CT

Lee, Jimin , Kim, Sangwook , Kim, Jungye , Kim, Bitbyeol , Choi, Chang Heon , Jung, Seongmoon

Conference Paper Issue Date2022-10-14 View1

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 View1

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 View1

Deep Learning Surrogate Model for Fuel Performance Analysis

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

Conference Paper Issue Date2023-10-25 View3

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 View3

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 View5

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 View4

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 View5

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 View1

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 View3

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 View4

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 View11

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 View5

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 View4

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 View1

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 View5

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 View4

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 View4

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 View4

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 View7

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 View5

Development of a CT metal artifact reduction technique based on Deep Learning

Lee, Jimin , Cho, Hyungjoo , Kim, Hwiyoung , Chae, Hee-Dong , Ye, Sung-Joon

Conference Paper Issue Date2018-07-31 View7

Evaluation of Brain MRI Inpainting with Generative Models

Roh, Junghyun , Kim, Kyuri , Na, Yoonho , Lee, Jimin

Conference Paper Issue Date2021-08-20 View3

Fano cavity test for electron Monte Carlo transport algorithms in magnetic fields: comparison between EGSnrc, PENELOPE, MCNP6 and Geant4 File

Lee, Jaegi , Lee, Jimin , Ryu, Dongmin , Lee, Hochan , Ye, Sung-Joon

Article Issue Date2018-10 View6

Feasibility Study of X-ray Fluorescence Imaging system: Surface Modification Gold Nanoparticles and 2D Convolutional Neural Network

Kim, Taeyun , Lee, Wooseung , Lee, Jimin , Ye, Sung-Joon

Conference Paper Issue Date2020-07-09 View4

Generation of Brain MRI with Tumor Local Editing using Generative Models

Kim, Kyuri , Roh, Junghyun , Na, Yoonho , Lee, Jimin , Ye, Sung-Joon , Kim, Hwiyoung

Conference Paper Issue Date2021-10-23 View4

Generation of Brain MRI with Tumor Local Editing using Generative Models

Kim, Kyuri , Na, Yoonho , Roh, Junghyun , Ye, Sung-Joon , Lee, Jimin

Conference Paper Issue Date2021-08-20 View5

Generation of Multi-modal Brain Tumor MRIs with Disentangled Latent Diffusion Model

Na, Yoonho , Kim, Kyuri , Ye, Sung-Joon , Kim, Hwiyoung , Lee, Jimin

Conference Paper Issue Date2023-07-12 View4

Generative Adversarial Network for missing brain tumor MRIs

Na, Yoonho , Kim, Kyuri , Kim, Hwiyoung , Ye, Sung-Joon , Lee, Jimin

Conference Paper Issue Date2023-01-10 View4

Machine Learning-based Optimal Radiation Treatment Technique Suggestion Using Dosimetric Parameters

Ryu, Dongmin , Lee, Jimin , Kim, Heejung

Conference Paper Issue Date2021-12-01 View4

Metal Artifact Reduction for Head and Neck CBCT with Attentional Dual Encoder Fusion UNet

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

Conference Paper Issue Date2023-11-28 View4

Metal Artifact Reduction for Planning CT in Radiation Treatment using Convolutional Neural Network

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

Conference Paper Issue Date2023-01-10 View1

Missing Brain Tumor MRI sequence Imputation with Laplacian filter Attention with Style Transfer Generative Adversarial Network

Na, Yoonho , Kim, Kyuri , Kim, Hwiyoung , Ye, Sung-Joon , Lee, Jimin

Conference Paper Issue Date2022-11-30 View4

Modality conditional control of brain tumor MR image synthesis using a latent diffusion model

Kim, Kyuri , Na, Yoonho , Lee, Jimin , Ye, Sung-Joon , Ahn, Sung Soo , Park, Ji Eun , Kim, Hwiyoung

Conference Paper Issue Date2023-09-20 View4

Monte Carlo Simulations for Magnetic Field Correction Factors of Plane-Parallel Ionization Chamber

Lee, Jaegi , Lee, Jimin , Ryu, Dongmin , Lee, Hochan , Ye, Sung-Joon

Conference Paper Issue Date2017-07-30 View3

Multimodal brain MRI synthesis using generative models

Na, Yoonho , Kim, Kyuri , Roh, Junghyun , Kim, Hwiyoung , Ye, Sung-Joon , Lee, Jimin

Conference Paper Issue Date2021-10-23 View4

Prediction of Multi-Leaf Collimator Positional Error with Multi-Layer Perceptron

Lee, Jimin , Ye, Sung-Joon

Conference Paper Issue Date2017-11-15 View3

Radiomics-based approach for the diagnosis of osteoporosis using hip radiographs

Kim, Sangwook , Lee, Jimin , Ye, Sung-Joon , Chae, Hee-Dong

Conference Paper Issue Date2020-07-15 View4

Simulating Anisotropic Temperature Relaxation by a Neuralㅁ Net Modeling a Nonlinear Fokker-Planck-Landau Collision Operator

Noh, Hyeongjun , Lee, Jimin , Yoon, Eisung

Conference Paper Issue Date2022-08-22 View3

Synthesis of brain tumor dataset via free-from mask in normal MRI using Generative Adversarial Networks

Kim, Kyuri , Na, Yoonho , Lee, Jimin , Ye, Sung-Joon , Kim, Hwiyoung

Conference Paper Issue Date2022-11-30 View4

Transformer based continuous glucose prediction model

Chang, Phillip , Back, Haeun , Kwon, Minjun , Lim, Jiyoon , Seo, Jun Woo , Kim, Yang Seok , Lee, Jimin

Conference Paper Issue Date2023-10-21 View22

TS-Net: A Deep Learning Framework for Automated Assessment of Longitudinal Tumor Volume Changes in an Orthotopic Breast Cancer Model using MRI

Jun, Yunkyoung , Jeong, Jiwoo , Jin, Seokha , Myung, Noehyun , Lee, Jimin , Cho, Hyungjoon

Conference Paper Issue Date2023-06-07 View5

TS-Net: A Deep Learning Framework for Automated Assessment of Longitudinal Tumor Volume Changes in an Orthotopic Breast Cancer Model using MRI File File

Jun, Yunkyoung , Jin ,Seokha , Myung, Noehyun , Jeong, Jiwoo , Lee, Jimin , Cho, Hyungjoon

Article Issue Date2023-06 View11

Unpaired MR-CT Translation using Diffusion model and cross-modality structure extractor

Roh, Junghyun , Kim, Yong Bae , Lee, Jimin

Conference Paper Issue Date2023-11-26 View4

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