Asymptotic analysis of deep residual networks by Cont, R, Rossier, A, Xu, R

“…We first show the existence of scaling regimes for trained weights markedly different from those implicitly assumed in the neural ODE literature. …”

Machine learning based retinal vessel detection by Li, Hongru

“…Vessel Detection/segmentation based on computer vision and machine learning provides an efficient and economic benefit tool for retinal image analysis. …”
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Shedding Light on Chemoresistance: The Perspective of Photodynamic Therapy in Cancer Management by Viana Cabral, Fernanda, Quilez Alburquerque, Jose, Roberts, Harrison James, Hasan, Tayyaba

“…Photodynamic therapy (PDT) has emerged as a promising photochemistry-based approach to address chemoresistance in cancer regimens. PDT not only induces cell death but also primes surviving cells, enhancing their susceptibility to subsequent therapies. …”
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Automated colorization of animated characters by Lin, Jiajun

“…Additionally, image segmentation models, including PSANet and PSPNet, are investigated for possible integration into Segment Matching Models to achieve T-pose Reference-based Prediction. …”
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Self-learning shape recognition in medical images by Ma, Jingting

“…Embedded into an existing segmentation framework, experimental results show that SSM built with the proposed RKPCA outperforms the state-of-the-art modeling techniques in terms of model quality and segmentation accuracy. …”
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Information technology industry in Taiwan : a study of enterprise solutions and services by Dua, Chong Kiang, Lin, Wen Jong, Sim, Elsie Wei Lin, Qian, Renee Chengming

“…This study focuses on the segment of ‘enterprise solutions and services. Definitions and categorization of software products are first established to enable further literature discussion on the critical success factors for companies operating in this segment.…”
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Interactive learning on simple infra-red transceiver by Chee, Danielle Yan Kei

“…This project is made of two main parts, which would be a hardware segment and a software segment. The hardware segment involves an infra-red remote that transmits a modulated message signal and a receiver system that senses infra-red light and demodulates the incoming signal. …”
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Dynamics of the sub-Ohmic spin-boson model : a comparison of three numerical approaches by Yao, Yao, Duan, Liwei, Lü, Zhiguo, Wu, Chang-Qin, Zhao, Yang

“…The Davydov D1 ansatz and the time-dependent density matrix renormalization group can both be reliably employed in the weak-coupling regime, while the former is also valid in the strong-coupling regime as judged by how faithfully the trial state follows the Schrodinger ¨ equation. …”
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Treatment options to support the elimination of Hepatitis C: an open label, factorial randomised controlled trial by Cooke, G, Le Manh, H, Flower, B, McCabe, L, Vu Thu Kim, H, Vo Thi, T, Dang Trong, T, Nguyen Thanh, D, Le Thanh, P, Dao Bach, K, Nguyen Thi Chau, A, Pham Ngoc, T, Vu Thu Thu, H, Dang Thi, B, Nguyen Kim, T, Ansari, A, Le Ngoc, C, Vo Minh, Q, Nguyen Thi Ngoc, P, Le Thi, T, Nguyen Bao, T, Kestelyn, E, Kingsley, C, Van Doorn, R, Rahman, M, Pett, S, Thwaites, G, Barnes, E, Day, J, Nguyen Van Vinh, C, Walker, AS

“…No randomised trials have compared these regimens and high cure rates may be achievable with shorter durations of therapy.…”

Aerodynamic optimization and drag minimization for the ultra low cost UAV piquero aerodynamic by Liu, Hao

“…The project is divided into 3 segments. The first segment is a 2-dimensional validation of the turbulence model used using a NACA-0012 airfoil. …”
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Satellite image fusion for land cover classification by Tsan, Li Ling

“…Through the remote sensing techniques using Synthetic Aperture Radar(SAR), SAR images are pre-processed and later segmented to produce the segmentation maps which gives the land cover classification. …”
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Thermoplastic polymer nanocomposites based on polydopamine-coated clay : preparation, structures and properties by Phua, Si Lei

“…This strong interfacial interaction between D-clay and hard segments not only facilitates the stress transfer across the filler and polymer matrix, but also acts as nucleating agent for hard segment crystallization, leading to higher hard segment crystallinity. …”
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Laser-induced reduced-graphene-oxide micro-optics patterned by femtosecond laser direct writing by Low, Mun Ji, Lee, Hyub, Lim, Joel Chin Huat, Suchand Sandeep, Chandramathi Sukumaran, Murukeshan, Vadakke Matham, Kim, Seung-Woo, Kim, Young-Jin

“…By extensive parametric control of average power (10–120 mW), pulse repetition rate (1–500 kHz) and scan speed (1–100 mm/s) in FsLDW, ultra-thin micro-optics were patterned at three patterning regimes: non-thermal photoreduction regime, thermal photoreduction regime, and ablation regime. …”
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Robust deep learning methods for accountable contrast-agent-free CMR imaging in clinical applications by Gonzales, RA

“…This approach reduced inter-observer variability and improved the consistency of myocardial segmentation.</p> <br> <p>The fourth goal is to assist the automated segmentation of CMR short-axis slices into the American Heart Association 16-segment model for clinical applications across various CMR modalities. …”

Fracture identification in well logging images: two-stage adaptive network by Zhang, Wei, Li, Zhipeng, Wu, Tong, Yao, Zhenqiu, Qiu, Ao, Li, Yanjun, Shi, Yibing

“…Automatic fracture identification and segmentation in well logging images is increasingly critical but arduous because of extensive exploration for oil and gas. …”
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Forces on oscillating uniform and tapered cylinders in a crossflow by Hover, F. S., Techet, A. H., Triantafyllou, M.S.

“…Calculation of the cross-correlation coefficient between forces at the two ends of the uniform cylinder reveals five distinct regimes as a function of the nominal reduced velocity Vrn: two regimes, for low and high values of Vrn, and far away from the value of VrS corresponding to the Strouhal frequency, show small correlation; two regimes immediately adjacent to, but excluding, VrS show strong correlation, close to 1; surprisingly, there is a regime containing the Strouhal frequency, within which correlation is low. …”
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The Enggano-Dutch word list derived from Helfrich's (1916) “Nadere Bijdrage Tot de Kennis van Het Engganeesch” by Rajeg, GPW

“…This version (0.1.1) now includes the word list in a tab-separated file (.tsv) that has the following features (in the columns): (a) common/standardised transcription, also in segmented format (Columns form_common_transcription and form_common_segments); (b) phonemic transcription in segmented format (Column form_ipa_segments); (c) Indonesian translation of the English gloss using the deeplr R package (Column indonesian). …”

Modelling the rheology of living cell cytoplasm: poroviscoelasticity and fluid-to-solid transition by Thekkethil, Namshad, Köry, Jakub, Guo, Ming, Stewart, Peter S., Hill, Nicholas A., Luo, Xiaoyu

“…Baseline simulations (neglecting the viscosity of the cytosol) indicate that the system exhibits seven different regimes across the parameter space spanned by the viscoelastic relaxation timescale of the cytoskeleton and the poroelastic diffusion timescale; these regimes agree qualitatively with experimental measurements. …”
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Estimating evolutionary and demographic parameters via ARG-derived IBD by Huang, Z, Kelleher, J, Chan, Y, Balding, D

“…Inference of evolutionary and demographic parameters from a sample of genome sequences often proceeds by first inferring identical-by-descent (IBD) genome segments. By exploiting efficient data encoding based on the ancestral recombination graph (ARG), we obtain three major advantages over current approaches: (i) no need to impose a length threshold on IBD segments, (ii) IBD can be defined without the hard-to-verify requirement of no recombination, and (iii) computation time can be reduced with little loss of statistical efficiency using only the IBD segments from a set of sequence pairs that scales linearly with sample size. …”

The effect of salt on oligocation-induced chromatin condensation by Korolev, Nikolay, Zhao, Yongqian, Allahverdi, Abdollah, Eom, Khee Dong, Nordenskiöld, Lars, Tam, James P.

“…In the salt-dependent regime EC50 rises sharply with increase of CKCl. Increase of ligand charge shifts the transition from the salt-independent to salt-dependent regime to higher salt. …”
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