Social Media Analytics for Disaster Response: Classification and Geospatial Visualization Framework by Chao He, Da Hu

“…Our solution features a text analysis model that achieved an 81.4% F1 score in classifying Twitter/X posts, integrated with an interactive web platform that maps emotional trends and crisis situations across geographic regions. …”
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Social isolation, social exclusion, and access to mental and tangible resources: mapping the gendered impact of tuberculosis-related stigma among men and women living with tubercul... by Andrew Medina-Marino, Lindsey de Vos, Joseph Daniels

“…Memos and pathway mapping examined gendered differences in stigma, isolation, and access to networked MTRs. …”
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Active inference and psychodynamics: a novel integration with applications to depression and stress disorders by Hebert W. Harris

“…AISI posits that the self emerges from recursive inferences about how others perceive us (second-order self), interacting bidirectionally with interoceptive processes. We map psychodynamic phenomena (e.g., transference, projection) onto neurocomputational mechanisms and apply AISI to Major Depressive Disorder (MDD) and Post-Traumatic Stress Disorder (PTSD), highlighting distorted second-order inference as a core dysfunction. …”
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The role of ultra-high field MRI and image processing in the presurgical workup in MRI-negative focal epilepsy: A validated 7T MRI case study by Daniel Uher, Gerhard S. Drenthen, Christianne M. Hoeberigs, Rick H.G.J. van Lanen, Albert J. Colon, Roy A.M. Haast, Vivianne H.J.M. van Kranen-Mastenbroek, Guido Widman, Paul A.M. Hofman, Louis G. Wagner, Jan C. Beckervordersandforth, Jacobus F.A. Jansen, Olaf E.M.G. Schijns, Walter H. Backes

“…This case study illustrates that advanced image processing of ultra-high field structural and resting-state functional MRI scans may enhance the detection of subtle epileptogenic lesions in presurgical evaluation, potentially improving post-operative seizure outcome and associated quality of life.…”
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Long-Duration Optical Pulse Shaping and Complex Coding on SOI by H. P. Bazargani, M. Burla, Z. Chen, F. Zhang, L. Chrostowski, J. Azana

“…Our proposed devices have been fabricated on a silicon-on-insulator (SOI) technology platform using ultraviolet and single-etch electron-beam lithography processes. The fabricated devices are all-passive, functioning without needing post-fabrication tuning, which further proves the robust performance of the proposed scheme.…”
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Exploring sustaining embodied experience in the built environment: a case study of Seonyudo by Sanghee Lee

“…This study adopts a multidisciplinary approach, integrating the embodied experience framework with insights from embodied cognition and contextual design methodology, to investigate human interactions within a sustainable urban park. Focused on a post-industrial setting, it aims to validate the embodied experience process and identify key elements of sustainable urban environments. …”
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Geochemistry and emplacement environment of intrusive bodies of Shele Boran Mo-Cu deposit (Northeast of Ahar, East Azarbaijan) by Seyed Ghafour Alavi, Mansour Kazemi rad, Mohsen Moayyed, Mohammad Reza Hosseinzadeh

“…These bodies were emplaced in a post-collisional volcanic arc and an active continental margin setting. …”
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Investigating Brain Responses to Transcutaneous Electroacupuncture Stimulation: A Deep Learning Approach by Tahereh Vasei, Harshil Gediya, Maryam Ravan, Anand Santhanakrishnan, David Mayor, Tony Steffert

“…Saliency maps were applied to identify the most critical EEG electrodes, potentially reducing the number needed without sacrificing accuracy. …”
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Social Intelligence Mining: Transforming Land Management with Data and Deep Learning by Mohammad Reza Yeganegi, Hossein Hassani, Nadejda Komendantova

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Automated Quantitative Susceptibility and Morphometry MR Study: Feasibility and Interrelation Between Clinical Score, Lesion Load, Deep Grey Matter and Normal-Appearing White Matte... by Gibran Manasseh, Tom Hilbert, Mário João Fartaria, Jeremy Deverdun, Meritxell Bach Cuadra, Bénédicte Maréchal, Tobias Kober, Vincent Dunet

“…Automated prototypes were used for the segmentation and morphometry of brain regions (MorphoBox) and MS lesions (LeManPV). Susceptibility maps were estimated using standard post-processing (RESHARP and TVSB). …”
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Identification and characterization of the powdery mildew resistance in cultivated emmer wheat accession Lxd-682 via bulked segregant RNA sequencing by Jiatong Li, Ningning Yu, Nina Sun, Lige Geng, Yanmin Qie, Dongfeng Zhai, Yuxiang Wang, Linzhi Li, Xueqing Liu, Xusheng Sun, Jiangchun Wang, Ruishan Liu, Guantong Pan, Shengmao Zou, Guohao Han, Yuli Jin, Pengtao Ma

“…Homology-based cloning and sequence alignment further confirmed that PmLxd-682 is identical to Pm4a. qRT-PCR analysis showed that the alternative splicing PmLxd-682-V2 exhibited higher expression level than that of PmLxd-682-V1 post-Bgt invasion, suggesting its prominent role in fighting Bgt invasion. …”
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A concept for fully automated segmentation of bone in ultrasound imaging by Ananth Hari Ramakrishnan, Muthaiah Rajappa, Kannan Krithivasan, Nachiappan Chockalingam, Panagiotis E. Chatzistergos, Rengarajan Amirtharajan

“…Then, the final output from the Chan–Vese is post-processed using a boundary tracing algorithm to get the last automated bone segmented output. …”
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Glial Cell Architecture Dynamics in Dentate Gyrus and CA4 Area of Wistar Rat Hippocampus Following 20-minute Occlusion of Common Carotid Arteries by Anna V. Gorbunova, Dmitry B. Avdeev, Sergey S. Stepanov, Victor A. Akulinin, Alexander S. Stepanov, Anastasia Yu. Shoronova, Artem A. Samsonov

“…All this indicated the probable role of astrocytes in post-ischemic activation of natural neuroprotection mechanisms.…”
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GROUNDWATER POTENTIAL ZONE IDENTIFICATION USING REMOTE-SENSINGBASED/GIS BASED MACHINE AND ANALYTICAL HIERARCHY PROCESS (AHP) FOR ABBAY WATERSHED, EAST AFRICA by Agegnehu Kitanbo Yoshe

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Performance Evaluation of YOLOv11 and YOLOv12 Deep Learning Architectures for Automated Detection and Classification of Immature Macauba (<i>Acrocomia aculeata</i>) Fruits by David Ribeiro, Dennis Tavares, Eduardo Tiradentes, Fabio Santos, Demostenes Rodriguez

“…The automated detection and classification of immature macauba (<i>Acrocomia aculeata</i>) fruits is critical for improving post-harvest processing and quality control. In this study, we present a comparative evaluation of two state-of-the-art YOLO architectures, YOLOv11x and YOLOv12x, trained on the newly constructed VIC01 dataset comprising 1600 annotated images captured under both background-free and natural background conditions. …”
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Protein Lactylation: A new jewel in the crown by Ruby Dhar, Arun Kumar, Subhradip Karmakar

“…Lactylation is a newly identified post-translational modification that has emerged as a crucial epigenetic regulator, significantly influencing cellular functions and disease processes. …”
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An Environment Recognition Algorithm for Staircase Climbing Robots by Yanjie Liu, Yanlong Wei, Chao Wang, Heng Wu

“…Firstly, we preprocess the staircase point cloud, mainly using the Statistical Outlier Removal algorithm to effectively remove the outliers in the staircase scene and combine the vertical angular resolution and spatial geometric relationship of LiDAR to realize the ground segmentation in the staircase scene. Then, we perform post-processing based on the point cloud map obtained from LiDAR SLAM, extract the staircase point cloud and project and fit the staircase point cloud by Ceres optimizer, and solve the dimensional information such as depth and height of the staircase by combining with the mean filtering method. …”
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Wetland dynamics in northern Australia’s tropical savanna (1987–2024): a multi-index Google Earth Engine approach for long-term monitoring by Kaline de Mello, Edimilson Rodrigues dos Santos Junior, Erica A. Garcia, Anna E. Richards, Peter Scott Waugh, Jessica Huxley, Simon Linke

“…To address the strong seasonality of tropical wetlands, the classification included separate wet/dry season processing. Post-classification refinement using hierarchical rules and auxiliary datasets helped resolve confusion among spectrally similar classes. …”
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Perceived Values of Zonguldak Central Scrubber Area as an Alternative Approach to Preservation of Industrial Heritage by Nilay Nida Can, Müge Akkar Ercan

“…This paper focuses on the values of this site by examining the pre- and post-industrialization status. As a methodology, conceptual and value mapping have been conducted on the data, of which both 10 semi-structured in-depth interviews with three stakeholder groups: decision-makers, site employees, and researchers and archival data. …”
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Near Real-Time Flood Monitoring Using Multi-Sensor Optical Imagery and Machine Learning by GEE: An Automatic Feature-Based Multi-Class Classification Approach by Hadi Farhadi, Hamid Ebadi, Abbas Kiani, Ali Asgary

“…Land cover classification is then performed using the Random Forest algorithm with the automatically generated training samples. The final flood map is obtained by subtracting the pre-flood water class from the post-flood image. …”
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