Development of a unique crosslinked glycosaminoglycan for soft tissue repair: Treatment of interstitial cystitis/bladder pain syndrome. by Richard W Heidebrecht, Thomas H Jozefiak, Harrison C Shain, Eugene M Skrabut, Debra Saunders, Nataliya Smith, Rheal A Towner, Robert Hurst

“…One can further conjugate these materials with diverse capture agents to further modify polymer properties and add new capabilities. …”
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Network representations of drum sequences for classification and generation by Daniel Gómez-Marín, Daniel Gómez-Marín, Sergi Jordà, Perfecto Herrera

“…The proposed methodology involves encoding drum rhythms as directed, weighted complex networks, where nodes represent drum events, and edges capture the temporal succession of these events. This network-based representation allows for the analysis of similarities between different drumming styles, as well as the generation of novel drum patterns. …”
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ADA-NAF: Semi-Supervised Anomaly Detection Based on the Neural Attention Forest by Andrey Ageev, Andrei Konstantinov, Lev Utkin

“…The model shows particular strength in handling high-dimensional data and capturing subtle anomalies that traditional methods often do not detect. …”
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The Multistream Self: Biophysical, Mental, Social, and Existential by Vinod D. Deshmukh

“…The existential mode is both immanent and transcendent, and can be self-actualized, resulting in a healthy, creative, conflict-free, and meaningful life.…”
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Fast Detection of Deceptive Reviews by Combining the Time Series and Machine Learning by Minjuan Zhong, Zhenjin Li, Shengzong Liu, Bo Yang, Rui Tan, Xilong Qu

“…Firstly, a time series model of all the reviews of a product is constructed, and then the suspected time intervals are captured based on the burst review increases in these intervals. …”
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A Dual-Channel and Frequency-Aware Approach for Lightweight Video Instance Segmentation by Mingzhu Liu, Wei Zhang, Haoran Wei

“…In instance tracking, a dual-frequency perceptual enhancement network structure is constructed, which uses an independent instance query mechanism to capture temporal information and combines with a frequency-aware attention mechanism to capture instance features on different attention layers of high and low frequencies, respectively, to effectively reduce the complexity of the model, decrease the number of parameters, and improve the segmentation efficiency. …”
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The Status of Assessments and Treatments for Osteoporosis in Patients 5 Years after Total Hip Arthroplasty: A Cross-Sectional Survey of 194 Post-THA Patients by Keiji Kamo, Hiroaki Kijima, Koichiro Okuyama, Shin Yamada, Natsuo Konishi, Hitoshi Kubota, Hiroshi Tazawa, Naohisa Miyakoshi, Yoichi Shimada

“…Forty-five (90%) of these 50 patients were actually taking medication for osteoporosis at the time of the investigation. …”
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Efficient Multi-Task Training with Adaptive Feature Alignment for Universal Image Segmentation by Yipeng Qu, Joohee Kim

“…However, such text-based inputs merely serve as labels and fail to capture the inherent differences between tasks, potentially misleading the model. …”
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Citric Acid and Sodium Bicarbonate as an Alternative Carbon Dioxide Source for Mosquito Surveillance by Christine Hong, Victoria J. Brookes, Ruth N. Zadoks, Cameron E. Webb

“…The laboratory results showed CO₂ production of sufficient amount and duration for overnight mosquito capture. Whilst field experiments showed that dry ice traps captured more mosquitoes (up to 59%) than acid traps, numbers were similar in the urban environment. …”
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Re-calibrating measurements of low-cost air quality monitors using PCR-GPR air quality forecasting models. by Bing Liu, Shuting Yang, Junqi Wang

“…It is worth mentioning that this study adopted the time series cross-validation method for data grouping, an innovative approach that is more aligned with real-world scenarios and adequately captures the seasonal variations in pollutant concentrations. …”
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Advancements in MEMS Micromirror and Microshutter Arrays for Light Transmission Through a Substrate by Shilby Baby, Mustaqim Siddi Que Iskhandar, Md Kamrul Hasan, Steffen Liebermann, Jiahao Chen, Hasnain Qasim, Shujie Liu, Eslam Farrag, Dennis Löber, Naureen Ahmed, Guilin Xu, Hartmut Hillmer

“…This paper reviews and compares electrostatically actuated MEMS (micro-electro-mechanical system) arrays for light modulation and light steering in which transmission through the substrate is required. …”
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Watershed: a more efficient sampling unit for mountain camera traps by Jun-Jie Li, Yi-Hao Fang, Ji-Cong Zhan, Xue-Jun Yang, Can-Bin Huang, Yan-Peng Li, Kun Tan, Zhi-Pang Huang, Liang-Wei Cui, Wen Xiao

“…Using watersheds as sampling units for CTs can match the mountains’ elevation differences and complex topography well, aids in capturing wildlife diversity and understanding mountain species distribution. …”
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Comparison of Procleix Ultrio Elite and Procleix Ultrio NAT Assays for Screening of Transfusion Transmitted Infections among Blood Donors in India by Rahul Chaurasia, Diptiranjan Rout, Shamsuz Zaman, Kabita Chatterjee, Hem Chandra Pandey, Abhishek Kumar Maurya

“…Conclusion. Efficient target capture chemistry in the new TMA assay version significantly improved sensitivity. …”
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CR-DEQ-SAR: A Deep Equilibrium Sparse SAR Imaging Method for Compound Regularization by Guoru Zhou, Yixin Zuo, Zhe Zhang, Bingchen Zhang, Yirong Wu

“…However, the single regularization cannot entirely capture the features of complex observation scenes, and network architectures based on iterative unfolding often face memory and numerical precision constraints during training. …”
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Array Three-Dimensional SAR Imaging via Composite Low-Rank and Sparse Prior by Zhiliang Yang, Yangyang Wang, Chudi Zhang, Xu Zhan, Guohao Sun, Yuxuan Liu, Yuru Mao

“…However, sparse driven 3D imaging methods usually only capture the sparse features of the imaging scene, which can result in the loss of the structural information of the target and cause bias effects, affecting the imaging quality. …”
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Using Inertial Measurement Units and Machine Learning to Classify Body Positions of Adults in a Hospital Bed by Eliza Becker, Siavash Khaksar, Harry Booker, Kylie Hill, Yifei Ren, Tele Tan, Carol Watson, Ethan Wordsworth, Meg Harrold

“…This study explores the use of IMUs with machine learning to continuously capture, classify and visualise patient positions in hospital beds. …”
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Inkjet-printed electronics for rapid and low-cost prototyping of digital microfluidic devices using an off-the-shelf printer by Babak Kamali Doust Azad, Amirhossein Roozbahani, Seyed Mohammad Tabatabaei, Amirali Valinejad, Alireza Fazelian, Kimia Shahmoradi, Fatemeh Khatami, Seyed Mohammad Kazem Aghamir, Mohammadreza Kolahdouz

“…We detail our actuation and control circuitry, designed entirely with standard electronic modules and components. …”
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Liquid–Solid Triboelectric Nanogenerator‐Based DNA Barcode Detection Biosensor for Species Identification by Wenlong Ma, Jiawei Li, Xiaolin Qu, Shao‘e Sun, Yanan Zhou, Yitong Liu, Peng Wang, Zhongli Sha

“…Herein, a liquid–solid triboelectric nanogenerator (TENG)‐based DNA barcode detection biosensor is proposed, which consists of water flow, fluid channel, and PDMS film attached by specifically designed capture probe. Through sequentially combining capture probe, targeted DNA barcode, and signal probe with Au nanoparticles (NPs), the surface charge density of friction layer of TENG decreases under the effect of AuNPs, verified by the density functional theory (DFT) method. …”
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Evaluating GEMS HCHO Retrievals With TROPOMI Product, Pandora Observations, and GEOS‐Chem Simulations by Weitao Fu, Lei Zhu, Hyeong‐Ahn Kwon, Rokjin J. Park, Gitaek T. Lee, Isabelle DeSmedt, Song Liu, Xicheng Li, Yuyang Chen, Dongchuan Pu, Juan Li, Xiaoxing Zuo, Peng Zhang, Yali Li, Zhuoxian Yan, Xue Zhang, Jiaming Zhang, Xingyi Wu, Huizhong Shen, Jianhuai Ye, Chen Wang, Tzung‐May Fu, Xin Yang

“…Our study shows that GEMS HCHO aligns with TROPOMI (r = 0.59–0.85; differences within 20% for most areas). Moreover, GEMS captures monthly and diurnal HCHO variations observed by Pandora spectrometers across Asia with differences overall within 15% (r ∼ 0.85). …”
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Multi-bandwidth reconstruction for photoacoustic tomography using cascade U-net by Zezheng Qin, Lingyu Ma, Zhigang Lei, Yiming Ma, Weiwei Fu, Mingjian Sun

“…These ultrasonic waves are captured surrounding the sample and utilized to reconstruct the initial pressure distribution tomographically. …”
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