DiffuSeg: domain-driven diffusion for medical image segmentation by Zhang, L, Wu, F, Bronik, K, Papiez, BW

“…Our method only requires label maps from any existing datasets and unlabelled images from the target domain for image diffusion. …”

Positive geometries and differential forms with non-logarithmic singularities. Part I by Benincasa, P, Parisi, M

“…The canonical form of the latter can be mapped into a covariant form or a form in covariant pairing via a covariant restriction. …”

Opportunities or challenges? the interplay between artificial intelligence and corporate social responsibility communication by Hua, Xiangzhou, Mohd Hasan, Nurul Ain, De Costa, Feroz, Qiao, Weihua

“…Using CiteSpace software, the study mapped research trends by analysing disciplines, countries, institutions, authors, references, and key-words. …”
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Aphid Resistance Segregates Independently of Cardenolide and Glucosinolate Content in an Erysimum cheiranthoides (Wormseed Wallflower) F2 Population by Mirzaei, Mahdieh, Younkin, Gordon C., Powell, Adrian F., Alani, Martin L., Strickler, Susan R., Jander, Georg

“…To investigate the relative importance of glucosinolates and cardenolides in E. cheiranthoides defense, we generated an improved genome assembly, genetic map, and segregating F2 population. The genotypic and phenotypic analysis of the F2 plants identified quantitative trait loci, which affected glucosinolates and cardenolides, but not the aphid resistance. …”
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The Evolution of Galaxies and Clusters at High Spatial Resolution with Advanced X-ray Imaging Satellite (AXIS) by Russell, Helen R., Lopez, Laura A., Allen, Steven W., Chartas, George, Choudhury, Prakriti Pal, Dupke, Renato A., Fabian, Andrew C., Flores, Anthony M., Garofali, Kristen, Hodges-Kluck, Edmund, Koss, Michael J., Lanz, Lauranne, Lehmer, Bret D., Li, Jiang-Tao, Maksym, W. Peter, Mantz, Adam B., McDonald, Michael, Miller, Eric D., Mushotzky, Richard F., Qiu, Yu, Reynolds, Christopher S., Tombesi, Francesco, Tozzi, Paolo, Trindade-Falcão, Anna, Walker, Stephen A., Wong, Ka-Wah, Yukita, Mihoko, Zhang, Congyao

“…To understand the complex interplay between gravity and feedback, we must resolve both the key physics within galaxies and map the impact of these processes over large scales, out into the cosmic web. …”
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Intercity connectivity and urban innovation by Liang, Xiaofan, Hidalgo, César A, Balland, Pierre-Alexandre, Zheng, Siqi, Wang, Jianghao

“…But, since large cities tend to be central in transportation and communication networks, the effects attributed to city size may be confounded with those of intercity connectivity. Here, we map intercity networks for the world's two largest economies (the United States and China) to explore whether a city's position in the networks of communication, human mobility, and scientific collaboration explains variance in a city's patenting activity that is unaccounted for by its population. …”
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Effect of polydispersity on bubble characteristics of Geldart Group B particles by Chew, Jia Wei, Cocco, Ray A.

“…The PSDs had the same Sauter-mean diameter and widths (i.e., ratio of standard deviation to Sauter-mean diameter) of between 10 and 30% and 10 – 70%, respectively. Self-organizing maps (SOMs) analysis of more than a thousand data rows each of Gaussian and lognormal PSD data indicate that bubble velocity, frequency, length, and probability are highly correlated. …”
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The HOME Core outcome set for clinical trials of atopic dermatitis by Williams, Hywel C., Schmitt, Jochen, Thomas, Kim S., Spuls, Phyllis I., Simpson, Eric L., Apfelbacher, Christian, Chalmers, Joanne R., Furue, Masutaka, Katoh, Norito, Gerbens, Louise A. A., Leshem, Yael A., Howells, Laura, Singh, Jasvinder A., Boers, Maarten

“…We describe core domain determination (what should be measured), to instrument selection (how domains should be measured), culminating in the complete core outcome measurement set in Tokyo, 2019. Using a "road map," Harmonising Outcome Measures for Eczema includes diverse research methods including Delphi and nominal group techniques informed by systematic reviews of properties of candidate instruments. …”
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3D expansion microscopy on nanostructure arrays to visualize the nano-bio Interfaces in super resolution by Huang, Lizhen

“…Using ExM combined with calibration, the study successfully maps the nanoscale distribution of key podosome proteins around arrays of nanostructures, characterizing their colocalization not only in 2D but also in 3D within the z plane. …”
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Sliding-mediated ferroelectric phase transition in CuInP2S6 under pressure by Zhou, Zhou, Zhang, Jun-Jie, Turner, Gemma F., Moggach, Stephen A., Lekina, Yulia, Morris, Samuel, Wang, Shun, Hu, Yiqi, Li, Qiankun, Xue, Jinshuo, Feng, Zhijian, Yan, Qingyu, Weng, Yuyan, Xu, Bin, Fang, Yong, Shen, Zexiang, Fang, Liang, Dong, Shuai, You, Lu

“…Through combined structural, electrical, vibrational characterizations, and theoretical calculations, we clearly map out the structural evolution of CuInP2S6 under pressure. …”
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Inductance and resistance measurement method for vessel detection and coil powering in all-surface inductive heating systems composed of outer squircle coils by Kilic, Veli Tayfun, Unal, Emre, Demir, Hilmi Volkan

“…Inductance and resistance maps were generated by measuring coil’s inductance and resistance values at different frequencies loaded by a plate made of different materials and located at various positions. …”
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Health and disease phenotyping in old age using a cluster network analysis by Valenzuela, Jesus Felix, Monterola, Christopher, Tong, Victor Joo Chuan, Ng, Tze Pin, Larbi, Anis

“…The clusters obtained from the minimum spanning tree mapped to various conceptual domains and corresponded to physiological and syndromic states. …”
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Computational cell fate modelling for discovery of rewiring in apoptotic network for enhanced cancer drug sensitivity by Chua, Huey Eng, Zhang, Fan, Zheng, Jie, Mishra, Shital Kumar, Bhowmick, Sourav Saha

“…Here we propose a hybrid modelling approach based on ordinary differential equation (ODE) and machine learning to map network rewiring in the apoptotic pathways that may be responsible for the increase of drug sensitivity of tumour cells in triple-negative breast cancer. …”
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Efficient techniques for subgraph mining and query processing by Lin, Wenqing

“…Finally, we study a new type of graph queries, which injectively maps its edges to paths of the graphs in a given database, where the length of each path is constrained by a given threshold specified by the weight of the corresponding matching edge. …”
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Extreme learning machines for feature learning by Liyanaarachchi Lekamalage, Chamara Kasun

“…Neural Networks (NN) map input data to desired output data in image processing, time series prediction and data analytics. …”
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Structure and functions of a metallo-beta-lactamase- like hypothetical protein bleg1_2437 from alkali-tolerant soil bacterium Bacillus lehensis G1 by Tan, Soo Huei

“…The crude extract of Bleg1_2437 was purified through Hi-Trap Sepharose affinity chromatography.The yield of purified recombinant Bleg1_2437 with protein tags (Trx-tag + S-tag + His-tag) was about 22 %. …”
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Coordination of lower limb movement utilizing the agonist-antagonist myoneural interface by Shu, Tony(Data scientist)

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Data driven modeling and simulation for TBM reliability analysis in tunnels by Yeong, She Chan

“…To perform single objective optimization and multi-objective optimization for minimizing tunnel-induced damages under uncertainty, a hybrid approach combining fuzzy cognitive map (FCM) with real-coded genetic algorithm, and FCM with non-dominant sorting genetic algorithm-II (NSGA-II) is proposed. …”
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Assessment of arterial stiffness via arterial pulse waveform by See, Clement Wei Xian.

“…Parameters such as SBP, MAP and CAP were plotted against age and regression analysis was used to study these 3 parameters. …”
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Image retrieval with deep learning by Tan, Joe Chin Yong

“…The features of the pristine image database are first extracted, then retrieval is performed using pristine query images to the database to attain the baseline mean average precision (mAP). The query images are distorted with the 3 methods mentioned with different values of sigma, variance and quality. …”
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