Lin-Ching Chang

40 papers B 9C 1Misc 1Journal 15Unranked 14

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Automated 3D Wound Segmentation Using UV Based Feature Extraction and Deep Learning. ICDM (Workshops) Jeffrey Jenkins, Jonathan Nguyen, Lin-Ching Chang, Salam Daher
2025	J	`jnl`	Enhancing rehabilitation in stroke survivors: a deep learning approach to access upper extremity movement using accelerometry data. Frontiers Artif. Intell. Tan Tran, Lin-Ching Chang, Peter S. Lum
2024	B	`conf`	Automated Estimation of Left Myocardial Strain from Cine CTA: A Comparison with Cine MRI. IEEE Big Data An-Yu Sun, Li-Yueh Hsu, Lin-Ching Chang, W. Patricia Bandettini, Marcus Y. Chen
2024	B	`conf`	Classifying Upper Extremity Motor Function Using Deep Learning and Third-Person Video Data. IEEE Big Data Tan Tran, Lin-Ching Chang, Peter S. Lum
2024	J	`jnl`	Editorial: Women in AI medicine and public health 2022. Frontiers Big Data Lin-Ching Chang, Anastasia Angelopoulou
2024	B	`conf`	Performance Evaluation of Multi-Contrast Dixon MRI and CT for Abdominal Fat and Muscle Segmentation Using a UNet CNN. IEEE Big Data Andrew Heller, Andrew Liu, Lin-Ching Chang, Gregg Cohen, Elizabeth C. Jones, Li-Yueh Hsu
2023	B	`conf`	Classification of Cognitive-Aesthetic Responses Using Machine Learning and EEG Data. IEEE Big Data Edward Trudeau, Lin-Ching Chang, Yoshio Nakamura, Mohamad Koubeissi, Julio Bermudez
2023	B	`conf`	Enhanced Arrhythmia Classification through Feature Engineering and Hierarchical Modeling. IEEE Big Data Fahad Hakami, Lin-Ching Chang
2023	B	`conf`	Functional Arm Movement Classification in Stroke Survivors Using Deep Learning with Accelerometry Data. IEEE Big Data Tan Tran, Lin-Ching Chang, Peter S. Lum
2022	J	`jnl`	DeepHeartCT: A fully automatic artificial intelligence hybrid framework based on convolutional neural network and multi-atlas segmentation for multi-structure cardiac computed tomography angiography image segmentation. Frontiers Artif. Intell. Vy Bui, Li-Yueh Hsu, Lin-Ching Chang, An-Yu Sun, Loc Tran, Sujata M. Shanbhag, Wunan Zhou, Nehal N. Mehta, Marcus Y. Chen
2021	J	`jnl`	Automated Segmental Analysis of Fully Quantitative Myocardial Blood Flow Maps by First-Pass Perfusion Cardiovascular Magnetic Resonance. IEEE Access Matthew Jacobs, Mitchel Benovoy, Lin-Ching Chang, David Corcoran, Colin Berry, Andrew E. Arai, Li-Yueh Hsu
2021	—	`conf`	Comparative Study of 3D Point Cloud Compression Methods. IEEE BigData Mai Bui, Lin-Ching Chang, Hang Liu, Qi Zhao, Genshe Chen
2020	C	`conf`	Classification of Alzheimer's Disease, Mild Cognitive Impairment, and Normal Controls with Multilayer Perceptron Neural Network and Neuropsychological Test Data. IJCCI Ibrahim Almubark, Samah Alsegehy, Xiong Jiang, Lin-Ching Chang
2020	J	`jnl`	Improving multi-atlas cardiac structure segmentation of computed tomography angiography: A performance evaluation based on a heterogeneous dataset. Comput. Biol. Medicine Vy Bui, Li-Yueh Hsu, Sujata M. Shanbhag, Loc Tran, W. Patricia Bandettini, Lin-Ching Chang, Marcus Y. Chen
2020	J	`jnl`	Simultaneous Multi-Structure Segmentation of the Heart and Peripheral Tissues in Contrast Enhanced Cardiac Computed Tomography Angiography. IEEE Access Vy Bui, Sujata M. Shanbhag, Oscar Levine, Matthew Jacobs, W. Patricia Bandettini, Lin-Ching Chang, Marcus Y. Chen, Li-Yueh Hsu
2019	—	`conf`	Early Detection of Alzheimer's Disease Using Patient Neuropsychological and Cognitive Data and Machine Learning Techniques. IEEE BigData Ibrahim Almubark, Lin-Ching Chang, Thanh Nguyen, Raymond Scott Turner, Xiong Jiang
2019	—	`conf`	Using Deep Convolutional Neural Network for Mouse Brain Segmentation in DT-MRI. IEEE BigData Anh Thai, Vy Bui, Laura Reyes, Lin-Ching Chang
2019	J	`jnl`	Virtual organelle self-coding for fluorescence imaging via adversarial learning. CoRR Thanh Nguyen, Vy Bui, Anh Thai, Van Lam, Christopher B. Raub, Lin-Ching Chang, George Nehmetallah
2018	—	`conf`	An automatic random walk based method for 3D segmentation of the heart in cardiac computed tomography images. ISBI Vy Bui, Li-Yueh Hsu, Lin-Ching Chang, Marcus Y. Chen
2018	—	`conf`	Machine Learning Approaches to Predict Functional Upper Extremity Use in Individuals with Stroke. IEEE BigData Ibrahim Almubark, Lin-Ching Chang, Rahsaan J. Holley, iian Black, Ji Chen, Evan Chan, Alexander Dromerick, Peter S. Lum
2018	—	`conf`	Robust Classification of Functional and Nonfunctional Arm Movement after Stroke Using a Single Wrist-Worn Sensor Device. IEEE BigData Tan Tran, Lin-Ching Chang, Ibrahim Almubark, Elaine M. Bochniewicz, Liqi Shu, Peter S. Lum, Alexander Dromerick
2016	—	`conf`	A framework for large-scale bacterial motility behavior analysis. IEEE BigData XiaoMeng Liang, Lin-Ching Chang, Arash Massoudieh
2016	—	`conf`	Comparison of lossless video and image compression codecs for medical computed tomography datasets. IEEE BigData Vy Bui, Lin-Ching Chang, Dunling Li, Li-Yueh Hsu, Marcus Y. Chen
2016	—	`conf`	Harmonization of methods to facilitate reproducibility in medical data processing: Applications to diffusion tensor magnetic resonance imaging. IEEE BigData Jeffrey Jenkins, Lin-Ching Chang, Elizabeth B. Hutchinson, M. Okan Irfanoglu, Carlo Pierpaoli
2016	—	`conf`	Leveraging social big data for performance evaluation of E-commerce websites. IEEE BigData Eyad Makki, Lin-Ching Chang
2016	J	`jnl`	The diffusion tensor imaging (DTI) component of the NIH MRI study of normal brain development (PedsDTI). NeuroImage Lindsay Walker, Lin-Ching Chang, Amritha Nayak, M. Okan Irfanoglu, Kelly N. Botteron, James McCracken, Robert C. McKinstry, Michael J. Rivkin, Dah-Jyuu Wang, Judith Rumsey, Carlo Pierpaoli
2015	—	`conf`	Automated measurement of arterial input function in first-pass myocardial perfusion magnetic resonance images using independent component analysis. ISBI Matthew Jacobs, Mikhail Gorbachev, Mitchel Benovoy, Lin-Ching Chang, Andrew E. Arai, Li-Yueh Hsu
2014	J	`jnl`	GPU acceleration of nonlinear diffusion tensor estimation using CUDA and MPI. Neurocomputing Lin-Ching Chang, Esam El-Araby, Vinh Q. Dang, Lam H. Dao
2013	—	`conf`	Accelerating nonlinear diffusion tensor estimation for medical image processing using high performance GPU clusters. ASAP Vinh Q. Dang, Esam El-Araby, Lam H. Dao, Lin-Ching Chang
2012	B	`conf`	A fast eye localization and verification method to improve face matching in surveillance videos. SMC Lucas Sousa de Oliveira, Díbio Leandro Borges, Flavio de Barros Vidal, Lin-Ching Chang
2011	J	`jnl`	Effects of physiological noise in population analysis of diffusion tensor MRI data. NeuroImage Lindsay Walker, Lin-Ching Chang, Cheng Guan Koay, Nikhil Sharma, Leonardo Cohen, Ragini Verma, Carlo Pierpaoli
2010	Misc	`conf`	A message-based interoperability framework with application to astrophysics. IRI László István Etesi, André Csillaghy, Lin-Ching Chang
2010	B	`conf`	Improving RESTORE for robust diffusion tensor estimation: a simulation study. Image Processing Lin-Ching Chang
2008	—	`conf`	Comparison of EPI Distortion Correction Methods in Diffusion Tensor MRI Using a Novel Framework. MICCAI (2) Minjie Wu, Lin-Ching Chang, Lindsay Walker, Hervé Lemaître, Alan S. Barnett, Stefano Marenco, Carlo Pierpaoli
2008	J	`jnl`	The Elliptical Cone of Uncertainty and Its Normalized Measures in Diffusion Tensor Imaging. IEEE Trans. Medical Imaging Cheng Guan Koay, Uri Nevo, Lin-Ching Chang, Carlo Pierpaoli, Peter J. Basser
2007	J	`jnl`	Erratum to "Error Propagation Framework for Diffusion Tensor Imaging via Diffusion Tensor Representations". IEEE Trans. Medical Imaging Cheng Guan Koay, Lin-Ching Chang, Carlo Pierpaoli, Peter J. Basser
2007	J	`jnl`	Error Propagation Framework for Diffusion Tensor Imaging via Diffusion Tensor Representations. IEEE Trans. Medical Imaging Cheng Guan Koay, Lin-Ching Chang, Carlo Pierpaoli, Peter J. Basser
2007	J	`jnl`	Parsimonious Model Selection for Tissue Segmentation and Classification Applications: A Study Using Simulated and Experimental DTI Data. IEEE Trans. Medical Imaging Raisa Z. Freidlin, Evren Özarslan, Michal E. Komlosh, Lin-Ching Chang, Cheng Guan Koay, Derek K. Jones, Peter J. Basser
2005	B	`conf`	An automatic method for estimating noise-induced signal variance in magnitude-reconstructed magnetic resonance images. Image Processing Lin-Ching Chang, Gustavo Kunde Rohde, Carlo Pierpaoli
1996	J	`jnl`	A Multiprocessor Network arranging Replicated Objects in Pairwise Balanced Combinatorial Designs. J. Circuits Syst. Comput. Simon Y. Berkovich, Lin-Ching Chang