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1,238 results on '"Zhou, S. Kevin"'

203. Adversarial Medical Image With Hierarchical Feature Hiding

Author

Yao, Qingsong, He, Zecheng, Li, Yuexiang, Lin, Yi, Ma, Kai, Zheng, Yefeng, and Zhou, S. Kevin

Abstract

Deep learning based methods for medical images can be easily compromised by adversarial examples (AEs), posing a great security flaw in clinical decision-making. It has been discovered that conventional adversarial attacks like PGD which optimize the classification logits, are easy to distinguish in the feature space, resulting in accurate reactive defenses. To better understand this phenomenon and reassess the reliability of the reactive defenses for medical AEs, we thoroughly investigate the characteristic of conventional medical AEs. Specifically, we first theoretically prove that conventional adversarial attacks change the outputs by continuously optimizing vulnerable features in a fixed direction, thereby leading to outlier representations in the feature space. Then, a stress test is conducted to reveal the vulnerability of medical images, by comparing with natural images. Interestingly, this vulnerability is a double-edged sword, which can be exploited to hide AEs. We then propose a simple-yet-effective hierarchical feature constraint (HFC), a novel add-on to conventional white-box attacks, which assists to hide the adversarial feature in the target feature distribution. The proposed method is evaluated on three medical datasets, both 2D and 3D, with different modalities. The experimental results demonstrate the superiority of HFC, i.e., it bypasses an array of state-of-the-art adversarial medical AE detectors more efficiently than competing adaptive attacks, which reveals the deficiencies of medical reactive defense and allows to develop more robust defenses in future.

Published
2024
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206. Select, Attend, and Transfer: Light, Learnable Skip Connections

Author

Taghanaki, Saeid Asgari, primary, Bentaieb, Aicha, additional, Sharma, Anmol, additional, Zhou, S. Kevin, additional, Zheng, Yefeng, additional, Georgescu, Bogdan, additional, Sharma, Puneet, additional, Xu, Zhoubing, additional, Comaniciu, Dorin, additional, and Hamarneh, Ghassan, additional

Published
2019
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211. DuDoRNeXt: A hybrid model for dual-domain undersampled MRI reconstruction

Author

Gao, Ziqi and Zhou, S. Kevin

Subjects
FOS: Computer and information sciences, Computer Vision and Pattern Recognition (cs.CV), Image and Video Processing (eess.IV), Computer Science - Computer Vision and Pattern Recognition, FOS: Electrical engineering, electronic engineering, information engineering, Electrical Engineering and Systems Science - Image and Video Processing
Abstract

Undersampled MRI reconstruction is crucial for accelerating clinical scanning procedures. Recent deep learning methods for MRI reconstruction adopt CNN or ViT as backbone, which lack in utilizing the complementary properties of CNN and ViT. In this paper, we propose DuDoRNeXt, whose backbone hybridizes CNN and ViT in an domain-specific, intra-stage way. Besides our hybrid vertical layout design, we introduce domain-specific modules for dual-domain reconstruction, namely image-domain parallel local detail enhancement and k-space global initialization. We evaluate different conventions of MRI reconstruction including image-domain, k-space-domain, and dual-domain reconstruction with a reference protocol on the IXI dataset and an in-house multi-contrast dataset. DuDoRNeXt achieves significant improvements over competing deep learning methods.

Published
2023
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212. Lung Nodule Segmentation and Low-Confidence Region Prediction with Uncertainty-Aware Attention Mechanism

Author

Yang, Han, Wang, Qiuli, Zhang, Yue, An, Zhulin, Liu, Chen, Zhang, Xiaohong, and Zhou, S. Kevin

Subjects
FOS: Computer and information sciences, Computer Vision and Pattern Recognition (cs.CV), Image and Video Processing (eess.IV), Computer Science - Computer Vision and Pattern Recognition, FOS: Electrical engineering, electronic engineering, information engineering, Electrical Engineering and Systems Science - Image and Video Processing
Abstract

Radiologists have different training and clinical experiences, which may result in various segmentation annotations for lung nodules, causing segmentation uncertainty. Conventional methods usually select a single annotation as the learning target or try to learn a latent space of various annotations, but these approaches waste the valuable information of consensus or disagreements ingrained in the multiple annotations. In this paper, we propose an Uncertainty-Aware Attention Mechanism (UAAM) that utilizes consensus and disagreements among multiple annotations to facilitate better segmentation. To achieve this, we introduce the Multi-Confidence Mask (MCM), which is a combination of a Low-Confidence (LC) Mask and a High-Confidence (HC) Mask. The LC mask indicates regions with a low segmentation confidence, which may cause different segmentation options among radiologists. Following UAAM, we further design an Uncertainty-Guide Segmentation Network (UGS-Net), which contains three modules: a Feature Extracting Module that captures a general feature of a lung nodule, an Uncertainty-Aware Module that produces three features for the annotations' union, intersection, and annotation set, and an Intersection-Union Constraining Module that uses distances between the three features to balance the predictions of final segmentation, LC mask, and HC mask. To fully demonstrate the performance of our method, we propose a Complex Nodule Validation on LIDC-IDRI, which tests UGS-Net's segmentation performance on lung nodules that are difficult to segment using U-Net. Experimental results demonstrate that our method can significantly improve the segmentation performance on nodules with poor segmentation by U-Net., Comment: 10 pages, 10 figures. We have reported a preliminary version of this work in MICCAI 2022

Published
2023
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213. Lung Segmentation from CT with Severe Pathologies Using Anatomical Constraints

Author

Birkbeck, Neil, Kohlberger, Timo, Zhang, Jingdan, Sofka, Michal, Kaftan, Jens, Comaniciu, Dorin, Zhou, S. Kevin, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Kobsa, Alfred, Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Golland, Polina, editor, Hata, Nobuhiko, editor, Barillot, Christian, editor, Hornegger, Joachim, editor, and Howe, Robert, editor

Published
2014
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214. Segmentation of Multiple Knee Bones from CT for Orthopedic Knee Surgery Planning

Author

Wu, Dijia, Sofka, Michal, Birkbeck, Neil, Zhou, S. Kevin, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Kobsa, Alfred, Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Golland, Polina, editor, Hata, Nobuhiko, editor, Barillot, Christian, editor, Hornegger, Joachim, editor, and Howe, Robert, editor

Published
2014
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218. Introduction

Author

Chellappa, Rama, Roy-Chowdhury, Amit K., Zhou, S. Kevin, Chellappa, Rama, Roy-Chowdhury, Amit K., and Zhou, S. Kevin

Published
2005
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224. Learning the Manifold of Quality Ultrasound Acquisition

Author

El-Zehiry, Noha, Yan, Michelle, Good, Sara, Fang, Tong, Zhou, S. Kevin, Grady, Leo, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Mori, Kensaku, editor, Sakuma, Ichiro, editor, Sato, Yoshinobu, editor, Barillot, Christian, editor, and Navab, Nassir, editor

Published
2013
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225. Automatic Nuchal Translucency Measurement from Ultrasonography

Author

Park, JinHyeong, Sofka, Michal, Lee, SunMi, Kim, DaeYoung, Zhou, S. Kevin, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Mori, Kensaku, editor, Sakuma, Ichiro, editor, Sato, Yoshinobu, editor, Barillot, Christian, editor, and Navab, Nassir, editor

Published
2013
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226. Rapid Multi-organ Segmentation Using Context Integration and Discriminative Models

Author

Lay, Nathan, Birkbeck, Neil, Zhang, Jingdan, Zhou, S. Kevin, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Gee, James C., editor, Joshi, Sarang, editor, Pohl, Kilian M., editor, Wells, William M., editor, and Zöllei, Lilla, editor

Published
2013
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227. Anatomical Landmark Detection Using Nearest Neighbor Matching and Submodular Optimization

Author

Liu, David, Zhou, S. Kevin, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Ayache, Nicholas, editor, Delingette, Hervé, editor, Golland, Polina, editor, and Mori, Kensaku, editor

Published
2012
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228. Precise Segmentation of Multiple Organs in CT Volumes Using Learning-Based Approach and Information Theory

Author

Lu, Chao, Zheng, Yefeng, Birkbeck, Neil, Zhang, Jingdan, Kohlberger, Timo, Tietjen, Christian, Boettger, Thomas, Duncan, James S., Zhou, S. Kevin, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Ayache, Nicholas, editor, Delingette, Hervé, editor, Golland, Polina, editor, and Mori, Kensaku, editor

Published
2012
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230. Segmentation Based Features for Lymph Node Detection from 3-D Chest CT

Author

Feulner, Johannes, Zhou, S. Kevin, Hammon, Matthias, Hornegger, Joachim, Comaniciu, Dorin, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Suzuki, Kenji, editor, Wang, Fei, editor, Shen, Dinggang, editor, and Yan, Pingkun, editor

Published
2011
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231. Multi-stage Learning for Robust Lung Segmentation in Challenging CT Volumes

Author

Sofka, Michal, Wetzl, Jens, Birkbeck, Neil, Zhang, Jingdan, Kohlberger, Timo, Kaftan, Jens, Declerck, Jérôme, Zhou, S. Kevin, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Fichtinger, Gabor, editor, Martel, Anne, editor, and Peters, Terry, editor

Published
2011
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232. Multi-part Left Atrium Modeling and Segmentation in C-Arm CT Volumes for Atrial Fibrillation Ablation

Author

Zheng, Yefeng, Wang, Tianzhou, John, Matthias, Zhou, S. Kevin, Boese, Jan, Comaniciu, Dorin, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Fichtinger, Gabor, editor, Martel, Anne, editor, and Peters, Terry, editor

Published
2011
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233. Efficient Detection of Native and Bypass Coronary Ostia in Cardiac CT Volumes: Anatomical vs. Pathological Structures

Author

Zheng, Yefeng, Tek, Huseyin, Funka-Lea, Gareth, Zhou, S. Kevin, Vega-Higuera, Fernando, Comaniciu, Dorin, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Fichtinger, Gabor, editor, Martel, Anne, editor, and Peters, Terry, editor

Published
2011
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234. Automatic Contrast Phase Estimation in CT Volumes

Author

Sofka, Michal, Wu, Dijia, Sühling, Michael, Liu, David, Tietjen, Christian, Soza, Grzegorz, Zhou, S. Kevin, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Fichtinger, Gabor, editor, Martel, Anne, editor, and Peters, Terry, editor

Published
2011
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235. Automatic Multi-organ Segmentation Using Learning-Based Segmentation and Level Set Optimization

Author

Kohlberger, Timo, Sofka, Michal, Zhang, Jingdan, Birkbeck, Neil, Wetzl, Jens, Kaftan, Jens, Declerck, Jérôme, Zhou, S. Kevin, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Fichtinger, Gabor, editor, Martel, Anne, editor, and Peters, Terry, editor

Published
2011
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236. Detection, Grading and Classification of Coronary Stenoses in Computed Tomography Angiography

Author

Kelm, B. Michael, Mittal, Sushil, Zheng, Yefeng, Tsymbal, Alexey, Bernhardt, Dominik, Vega-Higuera, Fernando, Zhou, S. Kevin, Meer, Peter, Comaniciu, Dorin, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Fichtinger, Gabor, editor, Martel, Anne, editor, and Peters, Terry, editor

Published
2011
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237. Detection of 3D Spinal Geometry Using Iterated Marginal Space Learning

Author

Kelm, B. Michael, Zhou, S. Kevin, Suehling, Michael, Zheng, Yefeng, Wels, Michael, Comaniciu, Dorin, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Menze, Bjoern, editor, Langs, Georg, editor, Tu, Zhuowen, editor, and Criminisi, Antonio, editor

Published
2011
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238. Progress and Prospects for Fairness in Healthcare and Medical Image Analysis

Author

Xu, Zikang, Li, Jun, Yao, Qingsong, and Zhou, S. Kevin

Subjects
FOS: Computer and information sciences, Computer Vision and Pattern Recognition (cs.CV), Computer Science - Computer Vision and Pattern Recognition
Abstract

Machine learning-enabled medical imaging analysis has become a vital part of the current automatic diagnosis system. However, machine learning models have been shown to demonstrate a systematic bias towards certain subgroups of people, e.g., giving a worse predictive performance to old females. It is harmful and dangerous in such a sensitive area and therefore researchers have been working on developing bias mitigation algorithms to address the fairness issue in the general machine learning field. However, given the specific characteristics of medical imaging, fairness in medical image analysis (MedIA) requires additional efforts. Hence, in this survey, we give a comprehensive review of the current progress of fairness study and that in MedIA. Specifically, we first discuss the definitions of fairness and analyze the source of bias in medical imaging. Then, we discuss current research on fairness for MedIA and present a collection of public medical imaging datasets that can be used for evaluating fairness in MedIA. Furthermore, we conduct extensive experiments to evaluate the fairness of several different tasks for medical imaging, including classification, object detection, and landmark detection. Finally, we discuss the challenges and potential future directions in developing fair MedIA., 21 pages, 11 figures

Published
2022

240. Automatic Aorta Segmentation and Valve Landmark Detection in C-Arm CT: Application to Aortic Valve Implantation

Author

Zheng, Yefeng, John, Matthias, Liao, Rui, Boese, Jan, Kirschstein, Uwe, Georgescu, Bogdan, Zhou, S. Kevin, Kempfert, Jörg, Walther, Thomas, Brockmann, Gernot, Comaniciu, Dorin, Hutchison, David, Kanade, Takeo, Kittler, Josef, Kleinberg, Jon M., Mattern, Friedemann, Mitchell, John C., Naor, Moni, Nierstrasz, Oscar, Pandu Rangan, C., Steffen, Bernhard, Sudan, Madhu, Terzopoulos, Demetri, Tygar, Doug, Vardi, Moshe Y., Weikum, Gerhard, Jiang, Tianzi, editor, Navab, Nassir, editor, Pluim, Josien P. W., editor, and Viergever, Max A., editor

Published
2010
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241. Automatic Detection and Segmentation of Axillary Lymph Nodes

Author

Barbu, Adrian, Suehling, Michael, Xu, Xun, Liu, David, Zhou, S. Kevin, Comaniciu, Dorin, Hutchison, David, Kanade, Takeo, Kittler, Josef, Kleinberg, Jon M., Mattern, Friedemann, Mitchell, John C., Naor, Moni, Nierstrasz, Oscar, Pandu Rangan, C., Steffen, Bernhard, Sudan, Madhu, Terzopoulos, Demetri, Tygar, Doug, Vardi, Moshe Y., Weikum, Gerhard, Jiang, Tianzi, editor, Navab, Nassir, editor, Pluim, Josien P. W., editor, and Viergever, Max A., editor

Published
2010
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243. Fast Automatic Segmentation of the Esophagus from 3D CT Data Using a Probabilistic Model

Author

Feulner, Johannes, Zhou, S. Kevin, Cavallaro, Alexander, Seifert, Sascha, Hornegger, Joachim, Comaniciu, Dorin, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Yang, Guang-Zhong, editor, Hawkes, David, editor, Rueckert, Daniel, editor, Noble, Alison, editor, and Taylor, Chris, editor

Published
2009
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244. Variational Graph Embedding for Globally and Locally Consistent Feature Extraction

Author

Yang, Shuang-Hong, Zha, Hongyuan, Zhou, S. Kevin, Hu, Bao-Gang, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Buntine, Wray, editor, Grobelnik, Marko, editor, Mladenić, Dunja, editor, and Shawe-Taylor, John, editor

Published
2009
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245. AutoGate: Fast and Automatic Doppler Gate Localization in B-Mode Echocardiogram

Author

Park, JinHyeong, Zhou, S. Kevin, Simopoulos, Costas, Comaniciu, Dorin, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Metaxas, Dimitris, editor, Axel, Leon, editor, Fichtinger, Gabor, editor, and Székely, Gábor, editor

Published
2008
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246. Automatic Mitral Valve Inflow Measurements from Doppler Echocardiography

Author

Park, JinHyeong, Zhou, S. Kevin, Jackson, John, Comaniciu, Dorin, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Metaxas, Dimitris, editor, Axel, Leon, editor, Fichtinger, Gabor, editor, and Székely, Gábor, editor

Published
2008
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247. Deep Image-to-Image Recurrent Network with Shape Basis Learning for Automatic Vertebra Labeling in Large-Scale 3D CT Volumes

Author

Yang, Dong, primary, Xiong, Tao, additional, Xu, Daguang, additional, Zhou, S. Kevin, additional, Xu, Zhoubing, additional, Chen, Mingqing, additional, Park, JinHyeong, additional, Grbic, Sasa, additional, Tran, Trac D., additional, Chin, Sang Peter, additional, Metaxas, Dimitris, additional, and Comaniciu, Dorin, additional

Published
2017
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248. Automatic Vertebra Labeling in Large-Scale 3D CT Using Deep Image-to-Image Network with Message Passing and Sparsity Regularization

Author

Yang, Dong, primary, Xiong, Tao, additional, Xu, Daguang, additional, Huang, Qiangui, additional, Liu, David, additional, Zhou, S. Kevin, additional, Xu, Zhoubing, additional, Park, JinHyeong, additional, Chen, Mingqing, additional, Tran, Trac D., additional, Chin, Sang Peter, additional, Metaxas, Dimitris, additional, and Comaniciu, Dorin, additional

Published
2017
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