Search Results - "Chung, Albert"

Disease prediction with edge-variational graph convolutional networks by Huang, Yongxiang, Chung, Albert C.S.

“…•Optimizable population graph on multimodal data via pairwise association encoder.•Semi-supervised disease prediction using graph convolutional…”
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Relax and focus on brain tumor segmentation by Wang, Pei, Chung, Albert C.S.

“…•Severe data imbalance for tumor and non-tumor tissues, and among tumor sub-regions.•Loss function is dynamically updated for each class based on its…”
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MedQ: Lossless ultra-low-bit neural network quantization for medical image segmentation by Zhang, Rongzhao, Chung, Albert C.S.

“…•A neural network quantization method is proposed for medical image segmentation.•Lossless performance is achieved with up to 14× theoretical speedup and 15×…”
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Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks by Mok, Tony C.W., Chung, Albert C.S.

“…Diffeomorphic deformable image registration is crucial in many medical image studies, as it offers unique, special features including topology preservation and…”
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Learn2Reg: Comprehensive Multi-Task Medical Image Registration Challenge, Dataset and Evaluation in the Era of Deep Learning by Hering, Alessa, Hansen, Lasse, Mok, Tony C. W., Chung, Albert C. S., Siebert, Hanna, Hager, Stephanie, Lange, Annkristin, Kuckertz, Sven, Heldmann, Stefan, Shao, Wei, Vesal, Sulaiman, Rusu, Mirabela, Sonn, Geoffrey, Estienne, Theo, Vakalopoulou, Maria, Han, Luyi, Huang, Yunzhi, Yap, Pew-Thian, Brudfors, Mikael, Balbastre, Yael, Joutard, Samuel, Modat, Marc, Lifshitz, Gal, Raviv, Dan, Lv, Jinxin, Li, Qiang, Jaouen, Vincent, Visvikis, Dimitris, Fourcade, Constance, Rubeaux, Mathieu, Pan, Wentao, Xu, Zhe, Jian, Bailiang, De Benetti, Francesca, Wodzinski, Marek, Gunnarsson, Niklas, Sjolund, Jens, Grzech, Daniel, Qiu, Huaqi, Li, Zeju, Thorley, Alexander, Duan, Jinming, Grosbrohmer, Christoph, Hoopes, Andrew, Reinertsen, Ingerid, Xiao, Yiming, Landman, Bennett, Huo, Yuankai, Murphy, Keelin, Lessmann, Nikolas, van Ginneken, Bram, Dalca, Adrian V., Heinrich, Mattias P.

“…Image registration is a fundamental medical image analysis task, and a wide variety of approaches have been proposed. However, only a few studies have…”
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Unsupervised Domain Adaptation for Medical Image Segmentation Using Transformer With Meta Attention by Ji, Wen, Chung, Albert C. S.

“…Image segmentation is essential to medical image analysis as it provides the labeled regions of interest for the subsequent diagnosis and treatment. However,…”
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EfficientQ: An efficient and accurate post-training neural network quantization method for medical image segmentation by Zhang, Rongzhao, Chung, Albert C.S.

“…Model quantization is a promising technique that can simultaneously compress and accelerate a deep neural network by limiting its computation bit-width, which…”
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Dominant Local Binary Patterns for Texture Classification by Liao, S., Law, M.W.K., Chung, A.C.S.

“…This paper proposes a novel approach to extract image features for texture classification. The proposed features are robust to image rotation, less sensitive…”
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Retinal Vessel Segmentation by a Transformer-U-Net Hybrid Model With Dual-Path Decoder by Zhang, Yishuo, Chung, Albert C. S.

“…This paper introduces an effective and efficient framework for retinal vessel segmentation. First, we design a Transformer-CNN hybrid model in which a…”
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Affine Medical Image Registration with Coarse-to-Fine Vision Transformer by Mok, Tony C. W., Chung, Albert C. S.

“…Affine registration is indispensable in a comprehensive medical image registration pipeline. However, only a few studies focus on fast and robust affine…”
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A Markov Random Field Groupwise Registration Framework for Face Recognition by Liao, Shu, Shen, Dinggang, Chung, Albert C. S.

“…In this paper, we propose a new framework for tackling face recognition problem. The face recognition problem is formulated as groupwise deformable image…”
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Feature Sensitive Label Fusion With Random Walker for Atlas-Based Image Segmentation by Siqi Bao, Chung, Albert C. S.

“…In this paper, a novel label fusion method is proposed for brain magnetic resonance image segmentation. This label fusion method is formulated on a graph,…”
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A Dual Coordinate System Vertebra Landmark Detection Network with Sparse-to-Dense Vertebral Line Interpolation by Zhang, Han, Chung, Albert C S

“…Precise surveillance and assessment of spinal disorders are important for improving health care and patient survival rates. The assessment of spinal disorders,…”
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Depth-Aware Networks for Multi-Organ Lesion Detection in Chest CT Scans by Zhang, Han, Chung, Albert C S

“…Computer tomography (CT) scans' capabilities in detecting lesions have been increasing remarkably in the past decades. In this paper, we propose a multi-organ…”
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A novel learning-based dissimilarity metric for rigid and non-rigid medical image registration by using Bhattacharyya Distances by So, Ronald W.K., Chung, Albert C.S.

“…Image registration is one of the major technologies of the medical image processing and analysis. According to the nature of the transformation, image…”
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Perception of body ownership is driven by Bayesian sensory inference by Samad, Majed, Chung, Albert Jin, Shams, Ladan

“…Recent studies have shown that human perception of body ownership is highly malleable. A well-known example is the rubber hand illusion (RHI) wherein ownership…”
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Thermal physiology and thermoregulatory behaviour exhibit low heritability despite genetic divergence between lizard populations by Logan, Michael L., Curlis, John David, Gilbert, Anthony L., Miles, Donald B., Chung, Albert K., McGlothlin, Joel W., Cox, Robert M.

“…Ectothermic species are particularly sensitive to changes in temperature and may adapt to changes in thermal environments through evolutionary shifts in…”
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UAV Flight and Landing Guidance System for Emergency Situations by Lee, Joon Yeop, Chung, Albert Y., Shim, Hooyeop, Joe, Changhwan, Park, Seongjoon, Kim, Hwangnam

“…Unmanned aerial vehicles (UAVs) with high mobility can perform various roles such as delivering goods, collecting information, recording videos and more…”
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3-D B-spline Wavelet-Based Local Standard Deviation (BWLSD): Its Application to Edge Detection and Vascular Segmentation in Magnetic Resonance Angiography by He, Zhenyu, Chung, Albert C. S.

“…Extracting reliable image edge information is crucial for active contour models as well as vascular segmentation in magnetic resonance angiography (MRA)…”
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Humanization of wildlife gut microbiota in urban environments by Dillard, Brian A, Chung, Albert K, Gunderson, Alex R, Campbell-Staton, Shane C, Moeller, Andrew H

“…Urbanization is rapidly altering Earth's environments, demanding investigation of the impacts on resident wildlife. Here, we show that urban populations of…”
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