MDPNet: a dual-path parallel fusion network for multi-modal MRI glioma genotyping by Huaizhi Wang, Haichao Liu, Fang Du, Fang Du, Fang Du, Di Wang, Xianhao Huo, Jihui Tian, Lijuan Song, Lijuan Song, Lijuan Song

“…The achieved classification accuracies for IDH, ATRX, and 1p/19q reach 86.7%, 92.0%, and 89.3%, respectively. The source code of this study can be viewed at https://github.com/whz847/MDPNet.ConclusionThe proposed framework exhibits significant advantages in integrating heterogeneous features from multi-modal MRI data. …”
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Three-Dimensional Distance Maps Demonstrate Intercuneiform and Naviculocuneiform Joint Involvement in Hallux Valgus Patients Compared with Matched Control Patients by Brian Closkey BS, Brett Steineman PhD, Scott Ellis MD, Matthew Conti MD

“…The segmented WBCT scans were uploaded to Geomagic Design X, and automated coordinate systems for each bone were calculated using a previously published open-source code in Matlab. The TMT1 joint was divided into dorsal and plantar regions, the IC joint was divided into distal and proximal regions, and the NC joint was divided into medial and lateral regions. …”
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“THE MIGHT-HAVE-BEENS” AS METAPLOT IN JULIAN BARNES’ STORYBOOK “THE LEMON TABLE” by Elena S. Annenkova

“…Barnes’ fictional prose, as a consequence of the invariant plot of “the might-havebeens” as the source code of the generation of meaning in the artistic consciousness of the English writer evinced in many of his other works. …”
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VMGP: A unified variational auto-encoder based multi-task model for multi-phenotype, multi-environment, and cross-population genomic selection in plants by Xiangyu Zhao, Fuzhen Sun, Jinlong Li, Dongfeng Zhang, Qiusi Zhang, Zhongqiang Liu, Changwei Tan, Hongxiang Ma, Kaiyi Wang

“…The VMGP framework, with its simplicity, stable predictive prowess, and open-source code, is exceptionally well-suited for broad dissemination within plant breeding programs. …”
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Correlation Between Depression-Associated Genes and Cancer Types: Predicting Cancer Based on Mutation Frequencies by Fernando Patricio Carranco-Avila, Clayanela Zambrano-Caicedo, Jonathan Javier Loor-Duque, Ariana Deyaneira Jimenez-Narvaez, Ivan Galo Reyes-Chacon, Paulina Vizcaino, Isidro Rafael Amaro Martin, Manuel Eugenio Morocho-Cayamcela

“…The implementation details and source code for this research are available in <uri>https://github.com/Aptroide/Genes_Protocol</uri>, providing transparency and facilitating further studies.…”
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Multi-Classification Refactoring Framework Using Hopfield Neural Network for Sustainable Software Development by Abdullah Almogahed, Hairulnizam Mahdin, Yeong Hyeon Gu, Mohammed A. Al-Masni, Shehab Abdulhabib Alzaeemi, Mazni Omar, Abdulwadood Alawadhi, Samera Obaid Barraood, Abdul Rehman Gilal, Adnan Ameen Bakather

“…Adopting high-quality source code is the ultimate way through which software evolution can be ensured as sustainable. …”
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AM3: An Open-source Tool for Time-dependent Lepto-hadronic Modeling of Astrophysical Sources by Marc Klinger, Annika Rudolph, Xavier Rodrigues, Chengchao Yuan, Gaëtan Fichet de Clairfontaine, Anatoli Fedynitch, Walter Winter, Martin Pohl, Shan Gao

“…AM ^3 is a documented open-source software (source code at https://gitlab.desy.de/am3/am3 ; user guide and documentation at https://am3.readthedocs.io/en/latest/ ) that efficiently solves the coupled integro-differential equations describing the temporal evolution of the spectral densities of particles interacting in astrophysical environments, including photons, electrons, positrons, protons, neutrons, pions, muons, and neutrinos. …”
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Evaluating the role of training data origin for country-scale cropland mapping in data-scarce regions: A case study of Nigeria by Joaquin Gajardo, Michele Volpi, Daniel Onwude, Thijs Defraeye

“…We release our data, source code, output maps, and an interactive GEE web application to facilitate further research.…”
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Computational pathology assessments of cardiac stromal remodeling: Clinical correlates and prognostic implications in heart transplantation by Eliot G. Peyster, MD, MSc, Cai Yuan, PhD, Sara Arabyarmohammadi, PhD, Priti Lal, MD, Michael D. Feldman, MD, PhD, Pingfu Fu, PhD, Kenneth B. Margulies, MD, MS, Anant Madabhushi, PhD, FAIMBE, FIEEE, FNAI

“…Unprocessed raw data are available from the corresponding author upon reasonable request. Source code for the stromal feature analysis pipeline is hosted on GitHub and freely available: https://github.service.emory.edu/CYUAN31/Pathomics_StromalBioMarker_in_Myocardium.git.…”
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Integración automática de dispositivos en el Hogar Digital a través de la generación de adaptadores dirigida por modelos by María Rodríguez, Eduardo Zalama, Ignacio González

“…Based on the fact that all the adapters have a high proportion of source code in common, this paper aims to go a step further in the use of the protocol automating the adaptersâ process generation, following the Model Driven Architecture approach. …”
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DLBWE-Cys: a deep-learning-based tool for identifying cysteine S-carboxyethylation sites using binary-weight encoding by Zhengtao Luo, Zhengtao Luo, Zhengtao Luo, Qingyong Wang, Qingyong Wang, Qingyong Wang, Yingchun Xia, Yingchun Xia, Yingchun Xia, Xiaolei Zhu, Xiaolei Zhu, Xiaolei Zhu, Shuai Yang, Shuai Yang, Shuai Yang, Zhaochun Xu, Zhaochun Xu, Lichuan Gu, Lichuan Gu, Lichuan Gu

“…Thus, this model paves the way for predicting cysteine S-carboxyethylation modification sites in protein sequences. The source code of DLBWE-Cys and experiments data are available at: https://github.com/ztLuo-bioinfo/DLBWE-Cys.…”
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Real-Time FTM-Based Victim Positioning System Using Heterogeneous Robots in Remote and Outdoor Scenarios by Juan Bravo-Arrabal, Carlos Simon Alvarez-Merino, Manuel Toscano-Moreno, Javier Seron-Barba, J. J. Fernandez-Lozano, Jose Antonio Gomez-Ruiz, Emil J. Khatib, Raquel Barco, Alfonso Garcia-Cerezo

“…The complete system, including source code, dataset, and a containerized environment, is openly available to support reproducibility and further research, highlighting the potential of robotic and wireless technologies to enhance disaster response through accurate, real-time localization in complex environments.…”
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WRF-ELM v1.0: a regional climate model to study land–atmosphere interactions over heterogeneous land use regions by H. Huang, Y. Qian, G. Bisht, J. Wang, T. Chakraborty, D. Hao, J. Li, T. Thurber, B. Singh, Z. Yang, Y. Liu, P. Xue, P. Xue, W. J. Sacks, E. Coon, R. Hetland

“…It maintains the integrity of ELM's source code structure and facilitates the transfer of future developments in ELM to WRF-ELM.…”
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Adaptive spatial-channel feature fusion and self-calibrated convolution for early maize seedlings counting in UAV images by Zhenyuan Sun, Zhenyuan Sun, Zhenyuan Sun, Zhi Yang, Zhi Yang, Yimin Ding, Yimin Ding, Boyan Sun, Boyan Sun, Saiju Li, Saiju Li, Zhen Guo, Zhen Guo, Lei Zhu, Lei Zhu

“…These advancements make RC-Dino particularly suitable for accurate early maize seedling counting in the field. The source code for RSCconv and ASCFF is publicly available at https://github.com/collapser-AI/RC-Dino, promoting further research and practical applications.…”
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Tectonic geomorphological evidence of late Quaternary segmented activity along the northern margin fault of Lajishan by ZHANG Lijun, YUAN Daoyang, LI Hongqiang, SU Qi, SU Ruihuan, CHEN Yanwen, WEN Yameng

“…Methods  Based on a 30-m-resolution digital elevation model (DEM), this study employs the ArcGIS and MatLab platforms with plugin tools and open-source code packages to extract channel steepness indices (Ksn) from 105 medium- and small-sized rivers on the hanging wall of the North Lajishan Fault (including the East Jishishan Fault), along with hypsometric integrals (HI) from 54 watersheds along the fault zone.   …”
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µID-TIMS: spatially resolved high-precision U–Pb zircon geochronology by S. Markovic, J.-F. Wotzlaw, D. Szymanowski, J. Reuteler, P. Zeng, C. Chelle-Michou

“…Our accompanying open-source code can aid researchers in estimating the necessary microsample size needed to obtain accurate dates at precision sufficient to resolve the processes under study. …”
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Prevalence of non-alcoholic fatty liver disease and its association with cardiovascular risk factors (data from Russian epidemiological studies) by O. M. Drapkina, S. E. Evstifeeva, S. A. Shalnova, V. A. Kutsenko, Yu. A. Balanova, A. E. Imaeva, A. V. Kapustina, M. B. Kotova, S. A. Maksimov, G. A. Muromtseva, O. A. Litinskaya, M. S. Pokrovskaya, E. M. Filichkina, A. G. Soplenkova, L. I. Gomanova, Yu. V. Doludin, I. A. Efimova, A. L. Borisova, N. S. Karamnova, O. B. Shvabskaya, I. A. Viktorova, N. N. Prishchepa, A. N. Redko, S. S. Yakushin, T. V. Repkina, T. O. Gonoshilova, A. V. Kudryavtsev, N. I. Belova, L. L. Shagrov, M. A. Samotrueva, A. L. Yasenyavskaya, E. N. Chernysheva, S. V. Glukhovskaya, I. A. Levina, E. A. Shirshova, E. B. Dorzhieva, E. Z. Urbanova, N. Yu. Borovkova, V. K. Kurashin, A. S. Tokareva, Yu. I. Ragino, G. I. Simonova, A. D. Khudyakova, V. N. Nikulin, O. R. Aslyamov, G. V Khokhlova, A. V. Solovyova, A. A. Rodionov, O. V. Kryachkova, Yu. Yu. Shamurova, I. V. Tantsyreva, I. N. Baryshnikova, M. G. Ataev, M. O. Radzhabov, M. M. Isakhanova, M. A. Umetov, L. V. Elgarova, I. A. Khakuasheva, E. I. Yamashkina, M. V. Esina, T. A. Kunyaeva, A. M. Nikitina, Yu. E. Spiridonova, N. V. Savvina, E. A. Naumova, V. S. Yudin, A. A. Keskinov, D. A. Kashtanova, S. M. Yudin, A. B. Kontsevaya

“…Statistical analysis was performed using the statistical programming language and the R environment (version 3.6.1) with open-source code. The significance level for all tested hypotheses was p≤0,05.Results. …”
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Joint source–channel rate allocation with unequal error protection for space image transmission by Dan Dong, Shaohua Wu, Dongqing Li, Jian Jiao, Chanjuan Ding, Qinyu Zhang

“…In the traditional space image transmission system design, the source coding module and channel coding module are separated. …”
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Source Quantization and Coding over Noisy Channel Analysis by Runfeng Wang, Dan Song, Jinkai Ren, Lin Wang, Zhiping Xu

“…Recently, lossy source coding based on linear block code has been designed using the duality principle, i.e., the channel decoding algorithm is employed to realize the lossy source coding. …”
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A New Energy-Efficient Data Transmission Scheme Based on DSC and Virtual MIMO for Wireless Sensor Network by Na Li, Liwen Zhang, Bing Li

“…DSC-MIMO compresses the source data using distributed source coding before transmitting, which is different from the existing communication schemes. …”
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