Hybrid UNet transformer architecture for ischemic stoke segmentation with MRI and CT datasets by Soh, Wei Kwek, Rajapakse, Jagath Chandana

“…The Transformer-based stage captures global dependencies and long-range correlations. It uses intermediate feature vectors from the UNet decoder and improves segmentation accuracy by enhancing the attention and relationship modeling between voxel patches derived from the 3D brain volumes. …”
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The effect of graphene and graphene oxide induced reactive oxygen species on polycaprolactone scaffolds for bone cancer applications by Hou, Yanhao, Wang, Weiguang, Bartolo, Paulo

“…It is usually effective but may present several limitations such as multiple operations, long hospital time, and the potential recurrence caused by the incomplete removal of cancer cells. …”
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Operando analysis of a solid oxide fuel cell by environmental transmission electron microscopy by Jeangros, Q., Bugnet, M., Epicier, T., Frantz, C., Diethelm, S., Montinaro, D, Tyukalova, Elizaveta, Pivak, Y., Van Herle, J., Hessler-Wyser, A., Duchamp, Martial

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Deep neural network technique for automated detection of ADHD and CD using ECG signal by Loh, Hui Wen, Ooi, Chui Ping, Oh, Shu Lih, Barua, Prabal Datta, Tan, Yi Ren, Molinari, Filippo, March, Sonja, Acharya, U. Rajendra, Fung, Daniel Shuen Sheng

“…Background and objective: Attention Deficit Hyperactivity problem (ADHD) is a common neurodevelopment problem in children and adolescents that can lead to long-term challenges in life outcomes if left untreated. …”
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Non-invasive diagnosis of lung cancer based on CFD modeling and fractal analysis by Chen, Rou, Zhou, Ying, Yan, Weiwei, Li, Hua

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Barnacle cement protein as an efficient bioinspired corrosion inhibitor by Bui, My Hanh, Hiew, Shu Hui, Salim, Teddy, Saw, Wan Geok, Webster, Richard David, Grüber, Gerhard, Mu, Yuguang, Miserez, Ali

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Synthesis of uniform Fe2O3@Y2O3 yolk−shell nanoreactors as chemical looping oxygen carriers by Fan, Qianwenhao, Tan, Mingwu, Yao, Bingqing, Saqline, Syed, Tao, Longgang, He, Qian, Liu, Wen

“…Iron-based materials are extensively employed as oxygen carriers in chemical looping processes, but their long-term performance is often inhibited by sintering and agglomeration. …”
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Academic achievement inspired machine learning methods for student grade prediction and at-risk detection by Wei, Qiu

“…To achieve a high detection rate of at-risk student and reduce false alarm, a dual-mode long short-term memory (LSTM) model is proposed. …”
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Enhancement of air-side heat transfer performance of additively manufactured condensers by Chan, Yi Qing

“…To experimentally investigate these structures, samples of 90 mm long, 40 mm wide, and 15 mm high with a 3.5 mm thickness base were fabricated using additive manufacturing (AM) technology which is a selective laser melting (SLM) technique. …”
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The impact of photopigment bleaching on the human rod photoreceptor subretinal space measured via optical coherence tomography by Messner, Alina, Dos Santos, Valentin Aranha, Puchner, Stefan, Stegmann, Hannes, Schlatter, Andreas, Schmidl, Doreen, Leitgeb, Rainer, Schmetterer, Leopold, Werkmeister, René M.

“…The optical path length of the rod photoreceptor subretinal space (SRS), that is, the distance between signal bands of rod outer segment tips and retinal pigment epithelium, was measured in 15 healthy subjects in ambient light and during a long-duration bleaching white-light exposure. RESULTS. …”
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Electronic cigarette use and chest pain in US adults: evidence from the PATH study by Behrooz, Leili, Xie, Wubin, Goghari, Aboli, Robertson, Rosemarie, Bhatnagar, Aruni, Stokes, Andrew, Hamburg, Naomi M.

“…Although e-cigarettes contain fewer toxins than combustible cigarettes, their long-term cardiovascular and pulmonary effects remain unknown. …”
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Organic and inorganic sublattice coupling in two-dimensional lead halide perovskites by Fu, Jianhui, Bian, Tieyuan, Yin, Jun, Feng, Minjun, Xu, Qiang, Wang, Yue, Sum, Tze Chien

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A tandem-locked chemiluminescent probe for imaging of tumor-associated macrophage polarization by Huang, Jingsheng, Xu, Mengke, Cheng, Penghui, Yu, Jie, Wu, Jiayan, Pu, Kanyi

“…Through a combined molecular engineering approach via both atomic alternation and introduction of electron-withdrawing groups, near-infrared (NIR) chemiluminophores are screened out to possess record-long emission (over 800 nm), record-high CL quantum yield (2.7 % einstein/mol), and prolonged half-life (7.7 h). …”
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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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Meta-analysis indicates better climate adaptation and mitigation performance of hybrid engineering-natural coastal defence measures by Huynh, Lam Thi Mai, Su, Jie, Wang, Quanli, Stringer, Lindsay C., Switzer, Adam D., Gasparatos, Alexandros

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A comprehensive review of dwell time optimization methods in computer-controlled optical surfacing by Wang, Tianyi, Ke, Xiaolong, Huang, Lei, Cui, Qingqing, Zhang, Zili, Wang, Chunjin, Kang, Hyukmo, Pullen, Weslin, Choi, Heejoo, Kim, Daewook, Negi, Vipender, Kemao, Qian, Zhu, Yi, Giorgio, Stefano, Boccabella, Philip, Bouet, Nathalie, Austin, Corey, Idir, Mourad

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Single-cell laser emitting cytometry for label-free nucleolus fingerprinting by Fang, Guocheng, Qiao, Zhen, Huang, Luqi, Zhu, Hui, Xie, Jun, Zhou, Tian, Xiong, Zhongshu, Su, I-Hsin, Jin, Dayong, Chen, Yu-Cheng

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TWEAK/Fn14 signalling driven super-enhancer reprogramming promotes pro-metastatic metabolic rewiring in triple-negative breast cancer by Sim, Nicholas, Carter, Jean-Michel, Deka, Kamalakshi, Tan, Benita Kiat Tee, Sim, Yirong, Tan, Suet-Mien, Li, Yinghui

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Sustainable organic electrodes using black soldier fly-derived melanin for zinc-ion hybrid capacitors by Al-Shamery, Noah, Gong, Xuefei, Dosche, Carsten, Gupta, Adit, Tan, Matthew Wei Ming, Phua, Jun Wei, Lee, Pooi See

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Urban region representation learning with human trajectories: a multi-view approach incorporating transition, spatial, and temporal perspectives by Zhang, Yu, Huang, Weiming, Yao, Yao, Gao, Song, Cui, Lizhen, Yan, Zhongmin

“…We utilize skip-gram to model human transition patterns exhibited from massive amounts of human trajectories, where long-range dependency is meaningful. Subsequently, we leverage unsupervised graph representation learning to model spatial adjacency and temporal pattern similarities, where short-range dependency is favorable. …”
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