Aichi Chien

According to our database, Aichi Chien authored at least 25 papers between 2004 and 2024.

Collaborative distances:

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

2024

Cross-Task Defense: Instruction-Tuning LLMs for Content Safety.

Yu Fu, Wen Xiao, Jia Chen, Jiachen Li, Evangelos E. Papalexakis, Aichi Chien, Yue Dong

CoRR, 2024

DART: Deformable Anatomy-Aware Registration Toolkit for Lung CT Registration with Keypoints Supervision.

Yunzheng Zhu, Luoting Zhuang, Yannan Lin, Tengyue Zhang, Hossein Tabatabaei, Denise R. Aberle, Ashley Prosper, Aichi Chien, William Hsu

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Protecting Lung CT Nodule Classification Models with Feature Fusion of Image and Pixel-level Features.

Yunzheng Zhu, Aichi Chien, Yuan Tian

Proceedings of the 2024 Workshop on Cybersecurity in Healthcare, 2024

Medical Vision-Language Pre-Training for Brain Abnormalities.

Masoud Monajatipoor, Zi-Yi Dou, Aichi Chien, Nanyun Peng, Kai-Wei Chang

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2022

Reconstruction of carotid stenosis hemodynamics based on guidewire pressure data and computational modeling.

Huy Dinh, Fernando Viñuela, Viktor Szeder, Kasra Khatibi, Lucido Ponce Mejia, Aichi Chien

Medical Biol. Eng. Comput., 2022

Novel dataset and evaluation of state-of-the-art vessel segmentation methods.

Ziga Bizjak, Aichi Chien, Iza Burnik, Ziga Spiclin

Proceedings of the Medical Imaging 2022: Image Processing, 2022

BERTHop: An Effective Vision-and-Language Model for Chest X-ray Disease Diagnosis.

Masoud Monajatipoor, Mozhdeh Rouhsedaghat, Liunian Harold Li, C.-C. Jay Kuo, Aichi Chien, Kai-Wei Chang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Automated intracranial vessel labeling with learning boosted by vessel connectivity, radii and spatial context.

Jannik Sobisch, Ziga Bizjak, Aichi Chien, Ziga Spiclin

Proceedings of the Geometric Deep Learning in Medical Image Analysis, 2022

Determining and Validating Population Differences in Magnetic Resonance Angiography Using Sparse Representation.

Steve Mendoza, Fabien Scalzo, Aichi Chien

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021

BERTHop: An Effective Vision-and-Language Model for Chest X-ray Disease Diagnosis.

Masoud Monajatipoor, Mozhdeh Rouhsedaghat, Liunian Harold Li, Aichi Chien, C.-C. Jay Kuo, Fabien Scalzo, Kai-Wei Chang

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020

Automated Cutting Plane Positioning for Intracranial Aneurysm Quantification.

Tim Jerman, Aichi Chien, Franjo Pernus, Bostjan Likar, Ziga Spiclin

IEEE Trans. Biomed. Eng., 2020

2019

Statistical Intensity- and Shape-Modeling to Automate Cerebrovascular Segmentation from TOF-MRA Data.

Shoujun Zhou, Na Li, Baochang Zhang, Cheng Wang, Zonghan Wu, Jun Yang, Aichi Chien

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

Registration based detection and quantification of intracranial aneurysm growth.

Ziga Bizjak, Tim Jerman, Bostjan Likar, Franjo Pernus, Aichi Chien, Ziga Spiclin

Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, San Diego, 2019

2016

Automatic cutting plane identification for computer-aided analysis of intracranial aneurysms.

Tim Jerman, Franjo Pernus, Bostjan Likar, Ziga Spiclin, Aichi Chien

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015

An integrated, ontology-driven approach to constructing observational databases for research.

William Hsu, Nestor R. Gonzalez, Aichi Chien, J. Pablo Villablanca, Päivi Pajukanta, Fernando Viñuela, Alex A. T. Bui

J. Biomed. Informatics, 2015

Aneurysm flow characteristics in realistic carotid artery aneurysm models induced by proximal virtual stenotic plaques: a computational hemodynamics study.

Marcelo Adrián Castro, Nora L. Peloc, Aichi Chien, Ezequiel Goldberg, Christopher M. Putman, Juan R. Cebral

Proceedings of the Medical Imaging 2015: Biomedical Applications in Molecular, 2015

2014

Geodesic Active Contours with Adaptive Configuration for Cerebral Vessel and Aneurysm Segmentation.

Xin Yang, Kwang-Ting (Tim) Cheng, Aichi Chien

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Accurate Vessel Segmentation with Progressive Contrast Enhancement and Canny Refinement.

Xin Yang, Kwang-Ting (Tim) Cheng, Aichi Chien

Proceedings of the Computer Vision - ACCV 2014, 2014

2011

Registration for 3D Morphological Comparison of Brain Aneurysm Growth.

Carl Lederman, Luminita A. Vese, Aichi Chien

Proceedings of the Advances in Visual Computing - 7th International Symposium, 2011

An L1-based variational model for Retinex theory and its application to medical images.

Wenye Ma, Jean-Michel Morel, Stanley J. Osher, Aichi Chien

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010

A New Multiscale Representation for Shapes and Its Application to Blood Vessel Recovery.

Bin Dong, Aichi Chien, Zuowei Shen, Stanley J. Osher

SIAM J. Sci. Comput., 2010

2008

Topology Preserving Linear Filtering Applied to Medical Imaging.

Antoni Buades, Aichi Chien, Jean-Michel Morel, Stanley J. Osher

SIAM J. Imaging Sci., 2008

Patient-specific flow analysis of brain aneurysms at a single location: comparison of hemodynamic characteristics in small aneurysms.

Aichi Chien, Satoshi Tateshima, Marcelo Adrián Castro, James W. Sayre, Juan R. Cebral, Fernando Viñuela

Medical Biol. Eng. Comput., 2008

Level Set Based Surface Capturing in 3D Medical Images.

Bin Dong, Aichi Chien, Yu Mao, Jian Ye, Stanley J. Osher

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

2004

Non-invasive Derivation of 3D Systolic Nonlinear Wall Stress in a Biventricular Model from Tagged MRI.

Aichi Chien, J. Paul Finn, Carlo D. Montemagno

Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004