Mine yOur owN Anatomy: revisiting medical image segmentation with extremely limited labels by You, C, Dai, W, Liu, F, Min, Y, Dvornek, NC, Li, X, Clifton, DA, Staib, L, Duncan, JS

“…However, they face three common pitfalls: (1) tailness: medical image data usually follows an implicit long-tail class distribution. Blindly leveraging all pixels in training hence can lead to the data imbalance issues, and cause deteriorated performance; (2) consistency: it remains unclear whether a segmentation model has learned meaningful and yet consistent anatomical features due to the intra-class variations between different anatomical features; and (3) diversity: the intra-slice correlations within the entire dataset have received significantly less attention. …”

Carbon quantum dot implanted graphite carbon nitride nanotubes : excellent charge separation and enhanced photocatalytic hydrogen evolution by Wang, Yang, Liu, Xueqin, Liu, Jia, Han, Bo, Hu, Xiaoqin, Yang, Fan, Xu, Zuwei, Li, Yinchang, Jia, Songru, Li, Zhen, Zhao, Yanli

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Deep learning-enabled 3D multimodal fusion of cone-beam CT and intraoral mesh scans for clinically applicable tooth-bone reconstruction by Liu, Jiaxiang, Hao, Jin, Lin, Hangzheng, Pan, Wei, Yang, Jianfei, Feng, Yang, Wang, Gaoang, Li, Jin, Jin, Zuolin, Zhao, Zhihe, Liu, Zuozhu

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Deep learning for scene flow estimation on point clouds: a survey and prospective trends by Li, Zhiqi, Xiang, Nan, Chen, Honghua, Zhang, Jianjun, Yang, Xiaosong

“…Aiming at obtaining structural information and 3D motion of dynamic scenes, scene flow estimation has been an interest of research in computer vision and computer graphics for a long time. It is also a fundamental task for various applications such as autonomous driving. …”
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Increased consumption of unsaturated fatty acids improves body composition in a hypercholesterolemic Chinese population by Haldar, Sumanto, Ponnalagu, Shalini, Osman, Farhana, Tay, Shia Lyn, Wong, Long Hui, Jiang, Yuan Rong, Leow, Melvin Khee-Shing, Henry, Christiani Jeyakumar

“…Increasing relative intakes of unsaturated fats may prevent fat mass gain and circumvent muscle mass loss associated with menopause in older Asian women. Long-term studies are needed to confirm findings. …”
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Attention based graph Bi-LSTM networks for traffic forecasting by Zhao, Han, Yang, Huan, Wang, Yu, Wang, Danwei, Su, Rong

“…It uses graph convolutional network (GCN) to extract spatial features and bidirectional long short-term memory networks (Bi-LSTM) to capture the temporal dependence. …”
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Solvothermal synthesis of PtNi nanoparticle thin film cathode with superior thermal stability for low temperature solid oxide fuel cells by Shin, Jiyoon, Kamlungsua, Kittiwat, Li, Hao-Yang, Su, Pei-Chen

“…Metal-based porous electrodes are common choices for thin film LT-SOFCs, but pure metals with high density nanoscale porosities are vulnerable to thermal agglomeration, which imposes challenges to maintaining high performance with long-term stability. Typical Pt-based thin film cathodes are previously reported to sustain a record high 600 ºC of thermal annealing with acceptable morphological stability, but the temperature is still too low for practical LT-SOFC application. …”
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Controllability robustness against cascading failure for complex logistics networks based on nonlinear load-capacity model by Yang, Yue`, Sun, Baofeng, Wang, Shaohua, Li, Yongxing, Li, Xiaoni

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A simplified weak coupling dynamic analysis method for running safety evaluation of train on bridges under earthquake excitation by Zhu, Zhihui, Gong, Wei, Zhou, Gaoyang, Yang, Yaowen, Jiang, Lizhong

“…Taking a 10-span simply supported bridge and a long-span cable-stayed bridge as examples, the proposed method's assumptions are verified by comparing its results with those obtained from a complex TTBS model. …”
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Experimental investigation of fatigue in a cantilever energy harvesting beam by Avvari, Panduranga Vittal, Yang, Yaowen, Liu, Peiwen, Soh, Chee Kiong

“…Thus, this study concludes that the fatigue issue should be addressed in the design of PEH for long term vibration energy harvesting.…”
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GTG-shapley: efficient and accurate participant contribution evaluation in federated learning by Liu, Zelei, Chen, Yuanyuan, Yu, Han, Liu, Yang, Cui, Lizhen

“…Federated Learning (FL) bridges the gap between collaborative machine learning and preserving data privacy. To sustain the long-term operation of an FL ecosystem, it is important to attract high-quality data owners with appropriate incentive schemes. …”
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Binding modes of teixobactin to lipid ii : molecular dynamics study by Liu, Yang, Liu, Yaxin, Chan-Park, Mary Bee Eng, Mu, Yuguang

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Search condition-hiding query evaluation on encrypted databases by Kim, Myungsun, Lee, Hyung Tae, Ling, San, Ren, Shu Qin, Tan, Benjamin Hong Meng, Wang, Huaxiong

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Evaporation of a sessile droplet on flat surfaces: an axisymmetric lattice Boltzmann model with consideration of contact angle hysteresis by Zhang, Chaoyang, Zhang, Hui, Zhang, Xuan, Yang, Chun, Cheng, Ping

“…Additionally, we analyse the non-quasi-equilibrium evaporation mode and contact line slip velocity on substrates surface at higher temperatures.…”
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Poisson vector graphics (PVG) by Hou, Fei, Sun, Qian, Fang, Zheng, Liu, Yong-Jin, Hu, Shi-Min, Qin, Hong, Hao, Aimin, He, Ying

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Vitrimer-like shape memory polymers : characterization and applications in reshaping and manufacturing by Wang, Tao Xi, Chen, Hong Mei, Salvekar, Abhijit Vijay, Lim, Junyi, Chen, Yahui, Xiao, Rui, Huang, Wei Min

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Human hair proteins as natural reactive oxygen species scavengers for in vitro applications by Lai, Hui Ying, Setyawati, Magdiel Inggrid, Duarte, Catarina Vizetto, Chua, Huei Min, Low, Choon Teck, Ng, Kee Woei

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Numerical study on electrochemical performance of low-temperature micro-solid oxide fuel cells with submicron platinum electrodes by Yoon, Yong-Jin, Su, Pei-Chen, Park, Jee Min, Kim, Dae Yun, Baek, Jong Dae, Lee, Seong Hyuk

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Synergism between Curdlan and GM-CSF confers a strong inflammatory signature to Dendritic cells by Min, Lin, Siti Aminah Mohammad Isa, Fam, Wee Nih, Sze, Siu Kwan, Beretta, Ottavio, Mortellaro, Alessandra, Ruedl, Christiane

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Phase diagram of superconducting vortex ratchet motion in a superlattice with noncentrosymmetry by Li, Shengyao, Zhang, Lijuan, Huang, Ke, Ye, Chen, Xing, Tingjing, Yang, Liu, Yang, Zherui, Qiang Zhu, Sun, Bo, Wang, Xueyan, Wang, Renshaw Xiao

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