Jin-Kyu Gahm

According to our database, Jin-Kyu Gahm authored at least 20 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Multimodal 3D Deep Learning for Early Diagnosis of Alzheimer's Disease.

Seung Kyu Kim, Quan Anh Duong, Jin-Kyu Gahm

IEEE Access, 2024

Enhancing Multimodal Image-Based Classification of Alzheimer's Disease with Surface Information.

Sy Dat Tran, Quan Anh Duong, Jin-Kyu Gahm

Proceedings of the Shape in Medical Imaging - International Workshop, 2024

2022

G-RMOS: GPU-accelerated Riemannian Metric Optimization on Surfaces.

Jeong Won Jo, Jin-Kyu Gahm

Comput. Biol. Medicine, 2022

Super-Resolution of 3D Brain MRI With Filter Learning Using Tensor Feature Clustering.

Seongsu Park, Jin-Kyu Gahm

IEEE Access, 2022

Differentiating Parkinsonian Syndromes Using Distinctive Brain Iron Accumulation Patterns in Susceptibility Weighted Image (SWI).

Yun Soo Kim, Jae-Hyeok Lee, Jin-Kyu Gahm

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2022

2020

3D Shape Modeling and Analysis of Retinal Microvasculature in OCT-Angiography Images.

Jiong Zhang, Yuchuan Qiao, Mona Sharifi Sarabi, Maziyar M. Khansari, Jin-Kyu Gahm, Amir H. Kashani, Yonggang Shi

IEEE Trans. Medical Imaging, 2020

Automated Deformation-Based Analysis of 3D Optical Coherence Tomography in Diabetic Retinopathy.

Maziyar M. Khansari, Jiong Zhang, Yuchuan Qiao, Jin-Kyu Gahm, Mona Sharifi Sarabi, Amir H. Kashani, Yonggang Shi

IEEE Trans. Medical Imaging, 2020

3D Retinal Vessel Density Mapping With OCT-Angiography.

Mona Sharifi Sarabi, Maziyar M. Khansari, Jiong Zhang, Sam Kushner-Lenhoff, Jin-Kyu Gahm, Yuchuan Qiao, Amir H. Kashani, Yonggang Shi

IEEE J. Biomed. Health Informatics, 2020

2019

Surface-Based Tracking of U-Fibers in the Superficial White Matter.

Jin-Kyu Gahm, Yonggang Shi

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

2018

Topological false discovery rates for brain mapping based on signal height.

Junning Li, Jin-Kyu Gahm, Yonggang Shi, Arthur W. Toga

NeuroImage, 2018

Riemannian metric optimization on surfaces (RMOS) for intrinsic brain mapping in the Laplace-Beltrami embedding space.

Jin-Kyu Gahm, Yonggang Shi

Medical Image Anal., 2018

Patch-Based Mapping of Transentorhinal Cortex with a Distributed Atlas.

Jin-Kyu Gahm, Yuchun Tang, Yonggang Shi

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

2017

Holistic Mapping of Striatum Surfaces in the Laplace-Beltrami Embedding Space.

Jin-Kyu Gahm, Yonggang Shi

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

2016

Riemannian Metric Optimization for Connectivity-Driven Surface Mapping.

Jin-Kyu Gahm, Yonggang Shi

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

2014

Microstructural Feature-based Processing and Analysis of Diffusion Tensor MRI.

Jin-Kyu Gahm

PhD thesis, 2014

The effects of noise over the complete space of diffusion tensor shape.

Jin-Kyu Gahm, Gordon L. Kindlmann, Daniel B. Ennis

Medical Image Anal., 2014

2013

Dyadic Tensor-Based Interpolation of Tensor Orientation: Application to Cardiac DT-MRI.

Jin-Kyu Gahm, Daniel B. Ennis

Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2013

Weighted component-based tensor distance applied to graph-based segmentation of cardiac DT-MRI.

Jin-Kyu Gahm, Geoffrey L. Kung, Daniel B. Ennis

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

2012

Linear Invariant Tensor Interpolation Applied to Cardiac Diffusion Tensor MRI.

Jin-Kyu Gahm, Nicholas Wisniewski, Gordon L. Kindlmann, Geoffrey L. Kung, William S. Klug, Alan Garfinkel, Daniel B. Ennis

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

2004

Closed-Loop Person Tracking and Detection.

Vera M. Kettnaker, Jin-Kyu Gahm

Proceedings of the 1st Canadian Conference on Computer and Robot Vision (CRV 2004) 17-19 May 2004, 2004