Helen Hong

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 37

Top Topics

Convolutional Neural Networks

Treatment Planning

Prostate Cancer

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Medical Imaging: Image Processing

Publications

Hansang Lee, Haeil Lee, Helen Hong
GenMix: Combining Generative and Mixture Data Augmentation for Medical Image Classification. CoRR (2024)
Hee Rim Yun, Min Jin Lee, Helen Hong, Kyu Won Shim
Inter-Slice Resolution Improvement Using Convolutional Neural Network with Orbital Bone Edge-Aware in Facial CT Images. J. Digit. Imaging 36 (1) (2023)
Heeyoung Jeong, Hyeonjin Kim, Helen Hong, Dae Chul Jung, Kidon Chang, Koon Ho Rha
Renal parenchyma segmentation based on a cascaded self-adaptive framework with local context-aware mix-up regularization in abdominal MR images. Medical Imaging: Computer-Aided Diagnosis (2023)
Yoon Jo Kim, Min Jin Lee, Helen Hong, Sung Il Hwang
Deep regression model with ordinal and triplet loss for the prediction of prostate cancer aggressiveness in multi-parametric MR images. Medical Imaging: Computer-Aided Diagnosis (2023)
Hansang Lee, Haeil Lee, Helen Hong, Junmo Kim
Noisy Label Classification Using Label Noise Selection with Test-Time Augmentation Cross-Entropy and NoiseMix Learning. DALI@MICCAI (2022)
Hansang Lee, Haeil Lee, Helen Hong, Junmo Kim
Noisy Label Classification using Label Noise Selection with Test-Time Augmentation Cross-Entropy and NoiseMix Learning. CoRR (2022)
Hansang Lee, Haeil Lee, Helen Hong, Junmo Kim
Test-Time Mixup Augmentation for Data and Class-Specific Uncertainty Estimation in Multi-Class Image Classification. CoRR (2022)
Hyeon Dham Yoon, Hyeonjin Kim, Helen Hong
Deep pancreas segmentation through quantification of pancreatic uncertainty on abdominal CT images. Medical Imaging: Computer-Aided Diagnosis (2022)
Yoon Jo Kim, Jinseo An, Helen Hong
Deep ensemble models with multiscale lung-focused patches for pneumonia classification on chest x-ray. Medical Imaging: Computer-Aided Diagnosis (2022)
Hee Rim Yun, Min Jin Lee, Helen Hong, Kyu Won Shim, Jonghong Jeon
Improvement of inter-slice resolution based on 2D CNN with thin bone structure-aware on head-and-neck CT images. Medical Imaging: Image Processing (2021)
Uju Jeon, Hyeonjin Kim, Helen Hong, Joon-Ho Wang
Two-stage meniscus segmentation framework integrating multiclass localization network and adversarial learning-based segmentation network in knee MR images. Medical Imaging: Computer-Aided Diagnosis (2021)
Hyeonjin Kim, Helen Hong, Dae Chul Jung, Kidon Chang, Koon Ho Rha
Renal parenchyma segmentation in abdominal MR images based on cascaded deep convolutional neural network with signal intensity correction. Medical Imaging: Computer-Aided Diagnosis (2021)
Sohyun Byun, Julip Jung, Helen Hong, Hoonil Oh, Bong-seog Kim
Lung tumor segmentation using coupling-net with shape-focused prior on chest CT images of non-small cell lung cancer patients. Medical Imaging: Computer-Aided Diagnosis (2020)
Julip Jung, Helen Hong, Tae-Sik Jeong, Jinsil Seong, Jin Sung Kim
Automatic liver segmentation in abdominal CT images using combined 2.5D and 3D segmentation networks with high-score shape prior for radiotherapy treatment planning. Medical Imaging: Computer-Aided Diagnosis (2020)
Sehwa Moon, Dahim Choi, Ji-Yeon Lee, Myoung-Hee Kim, Helen Hong, Bong-Seog Kim, Jang-Hwan Choi
Machine learning-powered prediction of recurrence in patients with non-small cell lung cancer using quantitative clinical and radiomic biomarkers. Medical Imaging: Computer-Aided Diagnosis (2020)
Julip Jung, Helen Hong, Young-Gi Kim, Sung Il Hwang, Hak Jong Lee
Prediction of prostate cancer aggressiveness using quantitative radiomic features using multi-parametric MRI. Medical Imaging: Computer-Aided Diagnosis (2020)
Min Jin Lee, Helen Hong, Kyu Won Shim
Computer-assisted quantification of surgical outcome in infants with sagittal craniosynostosis in 3D head CT images using mean normal skull model. Medical Imaging: Computer-Aided Diagnosis (2020)
Hansang Lee, Helen Hong, Jinsil Seong, Jin Sung Kim, Junmo Kim
Survival prediction of liver cancer patients from CT images using deep learning and radiomic feature-based regression. Medical Imaging: Computer-Aided Diagnosis (2020)
Hyeonjin Kim, Helen Hong, Koon Ho Rha
Renal parenchyma segmentation in abdominal CT images based on deep convolutional neural networks with similar atlas selection and transformation. Medical Imaging: Computer-Aided Diagnosis (2020)
Julip Jung, Helen Hong, Hansang Lee, Sung Il Hwang, Hak Jong Lee
Uni- and Multi-Modal Radiomic Features for the Predicting Prostate Cancer Aggressiveness. ISBI (2020)
Hansang Lee, Helen Hong, Jinsil Seong, Jin Sung Kim, Junmo Kim
Treatment Response Prediction of Hepatocellular Carcinoma Patients from Abdominal CT Images with Deep Convolutional Neural Networks. PRIME@MICCAI (2019)
Hyeonjin Kim, Helen Hong, Kidon Chang, Koon Ho Rha
Renal parenchyma segmentation from abdominal CT images using multi-atlas method with intensity and shape constraints. Medical Imaging: Image Processing (2019)
Min Jin Lee, Helen Hong, Kyu Won Shim, Seongeun Park
Orbital bone segmentation in head and neck CT images using multi-gray level fully convolutional networks. Medical Imaging: Image Processing (2019)
Min Jin Lee, Helen Hong, Kyu Won Shim, Seongeun Park
MGB-NET: Orbital Bone Segmentation from Head and Neck CT Images Using Multi-Graylevel-Bone Convolutional Networks. ISBI (2019)
Hansang Lee, Helen Hong, Junmo Kim
BCD-NET: A novel method for cartilage segmentation of knee MRI via deep segmentation networks with bone-cartilage-complex modeling. ISBI (2018)
Elizabeth Koh, Jennifer Pei-Ling Tan, Helen Hong, Yi Huan Tee
Growing Teamwork Competency: A Mixed Methods Study of an Iterative Digital Formative Assessment Approach. ICLS (2018)
Julip Jung, Helen Hong, Jin Mo Goo
Ground-glass nodule segmentation in chest CT images using asymmetric multi-phase deformable model and pulmonary vessel removal. Comput. Biol. Medicine 92 (2018)
Min Jin Lee, Helen Hong, Kyu Won Shim, Yong Oock Kim
Quantitative analysis and automatic classification of skull deformity based on combined two- and three-dimensional shape indices. ISBI (2018)
Min Jin Lee, Helen Hong, Kyu Won Shim, Yong Oock Kim
Computer-assisted quantification of the skull deformity for craniosynostosis from 3D head CT images using morphological descriptor and hierarchical classification. Medical Imaging: Computer-Aided Diagnosis (2017)
Hansang Lee, Helen Hong, Junmo Kim
Detection and segmentation of small renal masses in contrast-enhanced CT images using texture and context feature classification. ISBI (2017)
Elizabeth Koh, Helen Hong
Developing Professional Competency in a CSCL Environment for Teamwork: Two TPACK Case Studies of Teachers as Co-Designers. CSCL (2017)
Soyoung Chung, Joojin Kim, Helen Hong
Fusion of cone-beam CT and 3D photographic images for soft tissue simulation in maxillofacial surgery. Medical Imaging: Image-Guided Procedures (2016)
Hansang Lee, Hyeun A. Kim, Hyeonjin Kim, Helen Hong, Young Cheol Yoon, Junmo Kim
Multi-atlas segmentation of the cartilage in knee MR images with sequential volume- and bone-mask-based registrations. Medical Imaging: Computer-Aided Diagnosis (2016)
Elizabeth Koh, Antonette Shibani, Jennifer Pei-Ling Tan, Helen Hong
A pedagogical framework for learning analytics in collaborative inquiry tasks: an example from a teamwork competency awareness program. LAK (2016)
Elizabeth Koh, Antonette Shibani, Helen Hong
Teamwork in the Balance: Exploratory Findings of Teamwork Competency Patterns in Effective Learning Teams. ICLS (2016)
Hyeonjin Kim, Hannah Kim, Helen Hong
Chest wall segmentation in automated 3D breast ultrasound using rib shadow enhancement and multi-plane cumulative probability enhanced map. Medical Imaging: Computer-Aided Diagnosis (2015)
Antonette Shibani, Elizabeth Koh, Helen Hong
Text mining approach to automate teamwork assessment in group chats. LAK (2015)
Hyun Hee Jo, Helen Hong, Jin Mo Goo
Pulmonary nodule registration in serial CT scans using global rib matching and nodule template matching. Comput. Biol. Medicine 45 (2014)
Hannah Kim, Helen Hong
Detection of the nipple in automated 3D breast ultrasound using coronal slab-average-projection and cumulative probability map. Medical Imaging: Computer-Aided Diagnosis (2014)
Hansang Lee, Helen Hong, Junmo Kim
Segmentation of anterior cruciate ligament in knee MR images using graph cuts with patient-specific shape constraints and label refinement. Comput. Biol. Medicine 55 (2014)
Min Jin Lee, Helen Hong, Jin-Wook Chung
Automatic segmentation of vertebral arteries in CT angiography using combined circular and cylindrical model fitting. Medical Imaging: Image Processing (2014)
Elizabeth Koh, Helen Hong, Jimmy Seah
An Analytic Frame and Multi-method Approach to Measure Teamwork Competency. ICALT (2014)
Min Jin Lee, Helen Hong, Jin-Wook Chung
Automatic vessel extraction of lower extremity CT angiography using multi-segmented volume and regional vessel tracking. Medical Imaging: Image Processing (2013)
Julip Jung, Helen Hong, Jin Mo Goo
Automatic segmentation of ground-glass opacity nodule on chest CT images by histogram modeling and local contrast. Medical Imaging: Computer-Aided Diagnosis (2012)
Hansang Lee, Helen Hong, Junmo Kim
Anterior Cruciate Ligament Segmentation from Knee MR Images Using Graph Cuts with Geometric and Probabilistic Shape Constraints. ACCV (2) (2012)
Junga Baek, Helen Hong
Automatic contour and centerline extractions of single and bifurcated vessels in coronary angiogram. Medical Imaging: Image-Guided Procedures (2012)
Yujin Jang, Helen Hong, Jin-Wook Chung, YoungHo Yoon
Automatic segmentation of the liver using multi-planar anatomy and deformable surface model in abdominal contrast-enhanced CT images. Medical Imaging: Image Processing (2012)
Julip Jung, Yeny Yim, Helen Hong, Jin Mo Goo, Eun-Ah Park
Lung ventilation analysis using deformable registration in Xe-enhanced CT images. Medical Imaging: Computer-Aided Diagnosis (2011)
Yeny Yim, Helen Hong, Joon Beom Seo, Namkug Kim, Eun Jin Chae, Yeong-Gil Shin
Correction of lung boundary using the gradient and intensity distribution. Comput. Biol. Medicine 39 (3) (2009)
Ji Hyun Yoo, Soo Kyung Kim, Helen Hong, Hackjoon Shim, C. Kent Kwoh, Kyongtae Ty Bae
Automatic bone registration in MR knee images for cartilage morphological analysis. Medical Imaging: Image Processing (2009)
Helen Hong, Jeongjin Lee, Yeny Yim
Automatic lung nodule matching on sequential CT images. Comput. Biol. Medicine 38 (5) (2008)
Hyun Hee Jo, Julip Jung, Yujin Jang, Helen Hong, Hak Jong Lee
Histopathology and MR image fusion of the prostate. Medical Imaging: Image Processing (2008)
Kyoung Ho Lee, Helen Hong, Seokyung Hahn, Bo Hyoung Kim, Kil Joong Kim, Young Hoon Kim
Summation or Axial Slab Average Intensity Projection of Abdominal Thin-section CT Datasets: Can They Substitute for the Primary Reconstruction from Raw Projection Data? J. Digit. Imaging 21 (4) (2008)
Yeny Yim, Helen Hong
Correction of segmented lung boundary for inclusion of pleural nodules and pulmonary vessels in chest CT images. Comput. Biol. Medicine 38 (8) (2008)
Helen Hong, Seongjin Park
Graphics Hardware-Based Level-Set Method for Interactive Segmentation and Visualization. International Conference on Computational Science (2) (2007)
Yeny Yim, Helen Hong
A method for smoothing segmented lung boundary in chest CT images. Medical Imaging: Image Processing (2007)
Seongjin Park, Helen Hong, Yeong-Gil Shin
Interactive segmentation and visualization of large volume datasets using graphics hardware-based level set method. Medical Imaging: Image-Guided Procedures (2007)
Yeny Yim, Helen Hong
Smoothing Segmented Lung Boundary in Chest CT Images Using Scan Line Search. CIARP (2006)
Helen Hong, Jeongjin Lee
Multi-stage Registration for Quantification of Lung Perfusion in Chest CT Images. MIAR (2006)
Helen Hong, Jeongjin Lee, Yeong-Gil Shin
Automatic lung nodule matching for the follow-up in temporal chest CT scans. Medical Imaging: Image Processing (2006)
Ho Lee, Helen Hong
Robust surface registration for brain PET-CT fusion. Medical Imaging: Image-Guided Procedures (2006)
Helen Hong, Kyehyun Kim, Sungjin Park
Fast 2D-3D marker-based registration of CT and x-ray fluoroscopy images for image-guided surgery. Medical Imaging: Image-Guided Procedures (2006)
Helen Hong, Kyehyun Kim, Seongjin Park
Fast 2D-3D Point-Based Registration Using GPU-Based Preprocessing for Image-Guided Surgery. CIARP (2006)
Helen Hong, Jeongjin Lee, Yeni Yim, Yeong-Gil Shin
Automatic segmentation and registration for the lung nodule matching in temporal chest CT scans. Medical Imaging: Image Processing (2005)
Ho Lee, Helen Hong
Hybrid Surface- and Voxel-Based Registration for MR-PET Brain Fusion. ICIAP (2005)
Jeongjin Lee, Helen Hong, Yeong-Gil Shin
Interactive Fluid Animation Using Particle Dynamics Simulation and Pre-integrated Volume Rendering. ICCSA (4) (2005)
Helen Hong, Juhee Bae, Heewon Kye, Yeong-Gil Shin
Hardware-accelerated multimodality volume fusion. Medical Imaging: Image-Guided Procedures (2005)
Helen Hong, Jeongjin Lee, Yeni Yim, Yeong-Gil Shin
Automatic Segmentation and Registration of Lung Surfaces in Temporal Chest CT Scans. IbPRIA (2) (2005)
Helen Hong, Jeongjin Lee
MSCT Lung Perfusion Imaging Based on Multi-stage Registration. CIARP (2005)
Jeongjin Lee, Helen Hong, Yeong-Gil Shin
Interactive Fluid Animation and Its Applications. International Conference on Computational Science (1) (2005)
Yeny Yim, Helen Hong
Automatic Segmentation of Pulmonary Structures in Chest CT Images. CIARP (2005)
Helen Hong, Jeongjin Lee
Digital Subtraction CT Lung Perfusion Image Based on 3D Affine Registration. DAGM-Symposium (2005)
Helen Hong, Ho Lee, Yeong-Gil Shin
Cerebral vessel visualization by patient motion correction in three-dimensional CT angiography. Medical Imaging: Image-Guided Procedures (2005)
Kyoung Ho Lee, Hak Jong Lee, Jae Hyoung Kim, Heung Sik Kang, Kyung Won Lee, Helen Hong, Ho Jun Chin, Kyoo Seob Ha
Managing the CT Data Explosion: Initial Experiences of Archiving Volumetric Datasets in a Mini-PACS. J. Digit. Imaging 18 (3) (2005)
Heewon Kye, Helen Hong, Yeong-Gil Shin
Efficient Interactive Pre-integrated Volume Rendering. International Conference on Computational Science (3) (2005)
Jeongjin Lee, Helen Hong, Yeong-Gil Shin, Soo-Hong Kim
An Efficient Path-Generation Method for Virtual Colonoscopy. CIARP (2005)
Ho Lee, Helen Hong
Robust Surface Registration Using a Gaussian-Weighted Distance Map in PET-CT Brain Images. CIARP (2005)
Heewon Kye, Byeong-Seok Shin, Yeong-Gil Shin, Helen Hong
Shear-rotation-warp volume rendering. Comput. Animat. Virtual Worlds 16 (5) (2005)
Helen Hong, Juhee Bae, Heewon Kye, Yeong-Gil Shin
Efficient Multimodality Volume Fusion Using Graphics Hardware. International Conference on Computational Science (3) (2005)
Heewon Kye, Helen Hong, Yeong-Gil Shin
Interactive pre-integrated volume rendering of medical datasets. Medical Imaging: Image-Guided Procedures (2005)
Helen Hong, Ho Lee, Yeong-Gil Shin
Motion correction for CT angiography quality enhancement. Medical Imaging: Image Processing (2004)
Helen Hong, Heewon Kye, Yeong-Gil Shin
Integrated registration and visualization of MR and PET brain images. Medical Imaging: Image-Guided Procedures (2004)
Helen Hong, Jeongjin Lee, Yeni Yim, Yeong-Gil Shin
Automatic Global Matching of Temporal Chest MDCT Scans for Computer-Aided Diagnosis. AsiaSim (2004)
Helen Hong, Jeongjin Lee, Kyung Won Lee, Yeong-Gil Shin
Automatic Lung Surface Registration Using Selective Distance Measure in Temporal CT Scans. CIARP (2004)
Helen Hong, Ho Lee, Yeong-Gil Shin, Yeol Hun Seong
Three-Dimensional Brain CT-DSA Using Rigid Registration and Bone Masking for Early Diagnosis and Treatment Planning. AsiaSim (2004)
Helen Hong, Ho Lee, Sung Hyun Kim, Yeong-Gil Shin
Cerebral Vessel Enhancement Using Rigid Registration in Three-Dimensional CT Angiography. CIARP (2004)
Helen Hong, Yeong-Gil Shin
Intensity-based registration and combined visualization of multimodal brain images for noninvasive epilepsy surgery planning. Medical Imaging: Image-Guided Procedures (2003)
Helen Hong, Stefan Grosskopf, Myoung-Hee Kim
Ventricular shape visualization using selective volume rendering of cardiac datasets. Comput. Biol. Medicine 31 (6) (2001)
Johannes Behr, Soo-Mi Choi, Stefan Großkopf, Helen Hong, Sang-Ah Nam, Yun Peng, Axel Hildebrand, Myoung-Hee Kim, Georgios Sakas
Modelling, visualization, and interaction techniques for diagnosis and treatment planning in cardiology. Comput. Graph. 24 (5) (2000)
Soo-Mi Choi, Joo-Young Park, Sang-Ah Nam, Helen Hong, Myoung-Hee Kim
Building a Teleconference System for Medical Image Processing and Orthopedic Surgical Simulation. Simul. 70 (5) (1998)