Visualization of FDA Adverse Drug Reaction Reports: Development and Usability Study of the VisDrugs Web Server by Renjun Yang, Nuoya Yin, Yang Zhang, Francesco Faiola

“…ObjectiveThis study aimed to develop VisDrugs, a web-based platform that simplifies ADR visualization and comparison using FAERS data. …”
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Integrating Time-Series Nighttime Light Data With Static Remote Sensing and Village View Images for Hollow Villages Identification by Hailong Zhao, Xun Li, Yu Gu, Weihuan Deng, Yaofu Huang, Suhong Zhou

“…The model uses a ResNet18 with an attention module to extract static features of villages from remote sensing imagery and village view images, and employs an LSTM-FCN to analyze periodic human activity changes from nighttime light (NTL) data to extract dynamic features. …”
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Mapping Fluvial Valleys on the Flanks of Alba Mons: Implications for Amazonian Watershed Development in Northern Tharsis, Mars by Stephen P. Scheidt, David A. Crown, Daniel C. Berman

“…Mapping shows well‐preserved drainage patterns with morphometry and hypsometry that support a prolonged history of erosion and development into mature drainage networks. …”
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Development of a clinical decision support system for breast cancer detection using ensemble deep learning by Jasjeet Kaur Sandhu, Chetna Sharma, Amandeep Kaur, Saroj Kumar Pandey, Anurag Sinha, J. Shreyas

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Development and validation of a programmed cell death index to predict the prognosis and drug sensitivity of gastric cancer by Feizhi Lin, Xiaojiang Chen, Chengcai Liang, Ruopeng Zhang, Guoming Chen, Ziqi Zheng, Bowen Huang, Chengzhi Wei, Zhoukai Zhao, Feiyang Zhang, Zewei Chen, Shenghang Ruan, Yongming Chen, Runcong Nie, Yuangfang Li, Baiwei Zhao

“…AimProgrammed cell death (PCD) critically influences the tumor microenvironment (TME) and is intricately linked to tumor progression and patient prognosis. This study aimed to develop a novel prognostic indicator and marker of drug sensitivity in patients with gastric cancer (GC) based on PCD.MethodsWe analyzed genes associated with 14 distinct PCD patterns using bulk transcriptome data and clinical information from TCGA-STAD for model construction with univariate Cox regression and LASSO regression analyses. …”
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Diffuse pediatric high-grade glioma of methylation-based RTK2A and RTK2B subclasses present distinct radiological and histomolecular features including Gliomatosis cerebri phenotyp... by Arnault Tauziède-Espariat, Lea L. Friker, Gunther Nussbaumer, Brigitte Bison, Volodia Dangouloff-Ros, Alice Métais, David Sumerauer, Josef Zamecnik, Martin Benesch, Thomas Perwein, Dannis van Vuurden, Pieter Wesseling, Andrés Morales La Madrid, Maria Luisa Garrè, Manila Antonelli, Felice Giangaspero, Torsten Pietsch, Dominik Sturm, David T. W. Jones, Stefan M. Pfister, Yura Grabovska, Alan Mackay, Chris Jones, Jacques Grill, Yassine Ajlil, André O. von Bueren, Michael Karremann, Marion Hoffmann, Christof M. Kramm, Robert Kwiecien, David Castel, Gerrit H. Gielen, Pascale Varlet

“…In conclusion, pedHGG-RTK2A/B tumors are characterized by highly diffuse-infiltrating growth patterns and specific radiological and histo-molecular features. …”
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Two Decades of Coastal Development across the Arabian Gulf: Insights from Remote Sensing and Machine Learning by B. Dahy, R. Sousa, M. Sultan, J. A. Burt

“…Future research will focus on detailed analyses of vegetation, urbanization trends, and long-term inundation patterns to better support climate adaptation and regional resilience planning in the Arabian Gulf.…”
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Unraveling genetic predisposition and oxidative stress in vitiligo development and the role of artificial intelligence (AI) in diagnosis and management by Kocić Hristina, Lotti Torello, Jevtović-Stoimenov Tatjana, Wollina Uwe, Valle Yan, Lukić Stevo, Klisić Aleksandra

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Research on innovative development path of oil and gas pipeline networks to facilitate the construction of new energy systems by Zhen WANG, Yinghao KONG

“…Methods By delving into China's current status concerning the construction and operation of oil and gas pipeline networks, alongside examining the typical features and developmental patterns of new energy systems, this paper sheds light on the functional orientation of oil and gas pipeline networks within new energy systems. …”
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Enhanced visibility graph for EEG classification by Asma Belhadi, Pedro G. Lind, Pedro G. Lind, Pedro G. Lind, Youcef Djenouri, Youcef Djenouri, Anis Yazidi, Anis Yazidi

“…Electroencephalography (EEG) holds immense potential for decoding complex brain patterns associated with cognitive states and neurological conditions. …”
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Technology and practice for efficient development of coalbed methane horizontal wells in high-rank coal of Qinshui Basin by WU Xi

“…By analyzing the characteristics of high-rank coal reservoirs and the development patterns of coalbed methane, this study identifies three key constraints to the efficient development of high-rank coalbed methane: (1) poor precision in selecting areas for efficient development; (2) limited adaptability of development technologies; (3) a mismatch between stimulation processes and coal reservoirs. …”
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Developing a Sleep Algxorithm to Support a Digital Medicine System: Noninterventional, Observational Sleep Study by Jeffrey M Cochran

“… Abstract BackgroundSleep-wake patterns are important behavioral biomarkers for patients with serious mental illness (SMI), providing insight into their well-being. …”
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Explainability of Subfield Level Crop Yield Prediction Using Remote Sensing by Hiba Najjar, Miro Miranda, Marlon Nuske, Ribana Roscher, Andreas Dengel

“…The explainability results reveal distinct feature importance patterns for each crop and region. …”
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Community-Engaged Development of Equitable and Scalable Mobile Health Tools for Tobacco TreatmentTake-Home Points by Joanna L. Hart, MD, Tamar Klaiman, PhD, MPH, Michael Scott, BS, George M. Fernandez, Dorothy Sheu, MPH, Aerielle Belk, BS, Jasmine A. Silvestri, MPH, Jannie Kim, MPH, Scott D. Halpern, MD, PhD, Nsenga Farrell, EdD, MA

“…We iteratively developed and refined tools used in a large, pragmatic trial. …”
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Development and Validation of a Brain Aging Biomarker in Middle-Aged and Older Adults: Deep Learning Approach by Zihan Li, Jun Li, Jiahui Li, Mengying Wang, Andi Xu, Yushu Huang, Qi Yu, Lingzhi Zhang, Yingjun Li, Zilin Li, Xifeng Wu, Jiajun Bu, Wenyuan Li

“…We proposed a novel brain vision graph neural network (BVGN), incorporating neurobiologically informed feature extraction modules and global association mechanisms to provide a sensitive deep learning–based imaging biomarker. …”
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High Resolution Crop Type and Rotation Mapping in Farming–Pastoral Ecotone in China Using Multi-Satellite Imagery and Google Earth Engine by Zhenwei Hou, Bangqian Chen, Yaqun Liu, Huadong Zang, Kiril Manevski, Fangmiao Chen, Yadong Yang, Junyong Ge, Zhaohai Zeng

“…The accurate mapping of crop types and rotation patterns is essential for promoting sustainable agricultural development, particularly in ecologically fragile regions such as the farming–pastoral ecotone of China (FPEC). …”
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Risk of developing drug abuse in administration of a new hexaazaisowurtzitane derivative-based analgesic (experimental study) by S. G. Krylova, T. N. Pove’teva, K. A. Lopatina, Yu. V. Nesterova, E. P. Zueva, O. G. Afanas’eva, P. V. Kulpin, E. A. Kiseleva, N. I. Suslov, D. A. Kulagina, S. V. Sysolyatin, V. V. Zhdanov

“…The active pharmaceutical ingredient is an organic, low molecular weight compound 4-(3,4-dibromothiophene carbonyl)-2,6,8,12-tetraacetyl-2,4,6,8,10,12-hexaazatetracyclo [5,5,0,03,11,05,9]dodecane that was first synthesized according to computer modeling results at the IPCET SB RAS (Biysk).The likelihood of developing physical dependence was explored by per os administration of thiowurtzine and the reference drug tramadol twice a day for 5 days as follows: 1) at 9 a.m. – thiowurtzine 50 mg / kg and tramadol 10 mg / kg, at 3 p.m. – thiowurtzine 50 mg / kg and tramadol 10 mg / kg; 2) at 9 a.m. – thiowurtzine 50 mg / kg and tramadol 10 mg / kg, at 3 p.m. – thiowurtzine 75 mg / kg and tramadol 15 mg / kg; 3) at 9 a.m. – thiowurtzine 75 mg / kg and tramadol 15 mg / kg, at 3 p.m. – thiowurtzine 75 mg / kg and tramadol 15 mg / kg; 4) at 9 a.m. – thiowurtzine 100 mg / kg and tramadol 20 mg / kg, at 3 p.m. – thiowurtzine 100 mg / kg and tramadol 20 mg / kg; 5) at 9 a.m. – thiowurtzine 100 mg / kg and tramadol 20 mg / kg, at 3 p.m. – naloxone 10 mg / kg subcutaneously.In all the groups, the intensity of the withdrawal syndrome was studied by specific features in outbred male CD1 mice. …”
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EEG-based neurodegenerative disease diagnosis: comparative analysis of conventional methods and deep learning models by B. R. Nayana, M. N. Pavithra, S. Chaitra, T. N. Bhuvana Mohini, Thompson Stephan, Vijay Mohan, Neha Agarwal

“…Firstly, a conventional machine learning model was developed post-pre-processing, and feature extraction from the power spectral density was done using a Random Forest classifier. …”
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The Seismic Surface Rupture Zone in the Western Segment of the Northern Margin Fault of the Hami Basin and Its Causal Interpretation, Eastern Tianshan by Hao Sun, Daoyang Yuan, Ruihuan Su, Shuwu Li, Youlin Wang, Yameng Wen, Yanwen Chen

“…The Eastern Tianshan region, influenced by the far-field effect of northward compression and expansion of the Qinghai-Xizang block, features highly developed Late Quaternary active faults that exhibit significant neotectonic activity. …”
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Development of anticipatory coarticulation of /u/ in typically Malayalam speaking children in the age range of 3-6 years by Litna A. Varghese

“…Studies in the past have shown that children have more coarticulation than adults; adults have more coarticulation than children; children and adult have similar coarticulatory patterns. Malayalam is a Dravidian language with extra lip rounding feature and also with five place of nasal articulation. …”
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