Automated quantification of SARS-CoV-2 pneumonia with large vision model knowledge adaptation by Zhaohui Liang, Zhiyun Xue, Sivaramakrishnan Rajaraman, Sameer Antani

“…Background: Large vision models (LVM) pretrained by large datasets have demonstrated their enormous capacity to understand visual patterns and capture semantic information from images. …”
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Tackling Dual Gaps in Remote Sensing Segmentation: Task-Oriented Super-Resolution for Domain Adaptation by Eungi Hong, Jamyoung Koo, Seongmin Pyo, Haechul Choi, Eunkyung Kim, Haneol Jang

“…The super-resolution network is trained using a combination of losses, including a segmentation loss, a perceptual loss, and a contrastive loss, which together ensure that the adapted images are both visually similar to the source domain images and semantically consistent with the ground-truth segmentation masks. …”
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Adaptive Neuro-Affective Engagement via Bayesian Feedback Learning in Serious Games for Neurodivergent Children by Diego Resende Faria, Pedro Paulo da Silva Ayrosa

“…This paper presents an adaptive neuro-affective system designed to enhance engagement in children with neurodevelopmental disorders through serious games. …”
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AttCORAL: Domain-Adaptive Attention Networks for Early Alzheimer’s Disease Diagnosis by Gia Minh Hoang, Nhat Hoang, Tran Thi Hoai Thu, Hoang Tien Trong Nghia, Jae Gwan Kim

“…To ensure the reliability of our approach, we apply Grad-CAM to visualize the pathological brain regions most informative for our model’s predictions. …”
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Cross cultural adaptation, reliability, validity and responsiveness of Urdu version of neck outcome score (NOOS) by Muhammad Nazim Farooq, Somiya Naz, Ayesha Inam, Hafsa Noor, Khawaja Saad

“…Objective: to cross-culturally adapt the NOOS into Urdu and evaluate its reliability, validity, and responsiveness. …”
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Adapted Swin Transformer-based real-time plasma shape detection and control in HL-3 by Qianyun Dong, Zhengwei Chen, Rongpeng Li, Zongyu Yang, Feng Gao, Yihang Chen, Fan Xia, Wulyu Zhong, Zhifeng Zhao

“…Particularly, we put forward an adapted Swin Transformer model, the Poolformer Swin Transformer (PST), to accurately and fastly interpret the plasma shape from the Charge-Coupled Device Camera images. …”
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A SAM-adapted weakly-supervised semantic segmentation method constrained by uncertainty and transformation consistency by Yinxia Cao, Xin Huang, Qihao Weng

“…In this paper, we proposed a SAM-adapted weakly-supervised method with three components: 1) an adapted EfficientViT-SAM network (AESAM) for semantic segmentation guided by point labels, 2) an uncertainty-based pseudo-label generation module to select reliable pseudo-labels for supervising unlabeled pixels, and 3) a transformation consistency constraint for enhancing AESAM’s robustness to data perturbations. …”
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Adapting the serious illness conversation guide for unhoused older adults: a rapid qualitative study by Abigail Latimer, Natalie D. Pope, Chin-Yen Lin, JungHee Kang, Olivia Sasdi, Jia-Rong Wu, Debra K. Moser, Terry Lennie

“…Summaries were grouped into matrices to help visualize themes to inform adaptations. The adapted guide was then reviewed by expert palliative care clinicians for further refinement. …”
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Exploring coastal climate adaptation through storylines: Insights from cyclone Idai in Beira, Mozambique by Henrique M.D. Goulart, Panagiotis Athanasiou, Kees van Ginkel, Karin van der Wiel, Gundula Winter, Izidine Pinto, Bart van den Hurk

“…This approach empowers communities to visualize and understand the impacts of future extreme weather events and make informed decisions on how to best adapt against these events.…”
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TPDTNet: Two-Phase Distillation Training for Visible-to-Infrared Unsupervised Domain Adaptive Object Detection by Siyu Wang, Xiaogang Yang, Ruitao Lu, Shuang Su, Bin Tang, Tao Zhang, Zhengjie Zhu

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Impact of functional re-education and environmental adaptation in cancer patients with respiratory pathology: Study protocol. by Eduardo Jose Fernandez-Rodriguez, Maria Isabel Rihuete-Galve, Alberto Garcia-Martin, Celia Sanchez-Gomez, Fausto Jose Barbero-Iglesias, Roberto Mendez-Sanchez, Ana Silvia Puente-Gonzalez, Susana Saez-Gutierrez, Emilio Fonseca-Sanchez, Juan Jesus Cruz-Hernandez

“…This study aims to advance traditional clinical approaches by facilitating the recovery or adaptation of cancer patients in their daily routines, in relation to the severity of their symptoms. …”
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Model-based analysis of construction design of technological adapter for magnetic-pulse processing of plants in horticulture by D. O. Khort, P. A. Filippov, A. I. Kutyrev

“…In a software environment of Solid Works/Simulation by means of the module of physical simulation the authors visualized the kinematic 3D model of the technological adapter and create a mesh Finite Element Analysis. …”
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CBCT-based online adaptive radiotherapy of the bladder – geometrical and dosimetrical considerations compared to conventional IGRT by Jann Fischer, Laura Anna Fischer, Jona Bensberg, Natalia Bojko, Mohamed Bouabdallaoui, Jasper Frohn, Petra Hüttenrauch, Mandy Klingebiel, Daniela Schmitt, Katharina Tegeler, Daniela Wagner, Alina Wenzel, Jessica Moldauer, Niklas Christian Scheele, Hanne Elisabeth Ammon, Stephanie Bendrich, Sandra Donath, Leif Hendrik Dröge, Manuel Guhlich, Andrea Hille, Olga Knaus, Martin Leu, Jan Oelmann, Rami El Shafie, Georg Stamm, Arndt F. Schilling, Stefan Rieken

“…Spatial dose distribution on the surface of the targets improved for adaptation. Plan acceptability in retrospect almost doubled from 11.9% for scheduled plans to 23.1% for adapted plans and 22.5% for verification plans. …”
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Urban Land-use Features Mapping from LiDAR and Remote Sensing Images using Visual Transformer Network Model by Q. Yuan

“…Hence, this study proposed a visual Transformer model to achieve automatic mapping combined with LiDAR and remote sensing images. …”
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Experimental Study on the Characteristics of Rotating Spray Evaporation of Desulfurization Wastewater by Fei LI, Haijie CHEN, Fengjun LIU, Xiaobing GU, Guangmin CHE, Yuyong BAI, Linjun YANG

“…The results show that the rotary spray evaporation process has better adaptability to complex desulphurization wastewater components such as high salinity and high SS content. …”
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Implementation of an Enhanced Edge Computing System for the Optimization of Strawberry Crop in Greenhouses: A Smart Agriculture Approach by Paula Abdo-Peralta, Cristian García-Pumagualle, Katherin Carrera-Silva, Catherine Frey, Carlos Rolando Rosero-Erazo, John Ortega-Castro, Juan Sebastián Silva Orozco, Theofilos Toulkeridis

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Enhancing affordance perception in pre-service physical education teachers: effects of content knowledge, motor experience and visual experience programs by Mariëtte van Maarseveen, Jonas Leenhouts, Annemarie de Witte, Eline Flux, Hemke van Doorn, John van der Kamp, John van der Kamp

“…This highlights improved adaptability in teaching environments. Although group differences were modest, the visual experience groups showed a larger increase in affordances related to facilitating learning than other groups. …”
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Photoreceptor loss does not recruit neutrophils despite strong microglial activation by Derek Power, Justin Elstrott, Jesse Schallek

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Multi-Sensor Fusion for Wheel-Inertial-Visual Systems Using a Fuzzification-Assisted Iterated Error State Kalman Filter by Guohao Huang, Haibin Huang, Yaning Zhai, Guohao Tang, Ling Zhang, Xingyu Gao, Yang Huang, Guoping Ge

“…An FIS is integrated with the IESKF to address the limitations of traditional fixed covariance matrices in process and observation noise, which fail to adapt effectively to complex kinematic characteristics and visual observation challenges such as varying lighting conditions and unstructured scenes in dynamic environments. …”
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Re-Visioning Ethnography Through Meditative Practice: The Proposal for a Contemplative Anthropology and Its Experience through Visual Elicitation Technique by Federico Divino

“…In this study, I will elaborate on how this methodology has been adapted to suit the needs of qualitative ethnographic research within the framework of a visual elicitation methodology tailored to studies on meditative practices. …”