P253 Next-generation phenotyping facilitates the identification of structural brain malformations in rare disorders through computational brain MRI analysis by Tzung-Chien Hsieh, Shriya Jaddu, Hannah Weiland, Merle ten Hagen, Jing-Mei Li, Chi-Chia Chang, Sun-Yuan Hsieh, Hsin-Hung Chou, Gholson Lyon, William Dobyns, Wei-Liang Chen

“…Beyond facial image analysis, NGP can also be applied to brain MRI data to identify structural malformations, such as Dandy-Walker malformation and lissencephaly, by learning patterns from large datasets of brain MRI images. …”
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Investigating the Effective Indicators in Designing Community Rural Schools Using Collaborative Approaches (Case study: Zirkan village of Mashhad) by Faezeh KHosravi, Mahmoud Reza Saghafi, Hamed Kamelnia

“…The results have been obtained through analyzing data collected from the participatory groups (that benefit from participation tools such as visual questionnaire _similar to the "ROLE test"_ expressing their dream, imagination and Dialogue),. …”
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Exploring Youth Perspectives on Digital Mental Health Platforms: Qualitative Descriptive Study by Sarah Daniel, Lauren Volcko, Emilie Bassi, Julia Hews-Girard, Katherine Bright, Marianne Barker, Lia Norman, Karina Pintson, Geneca Henry, Sumaya Soufi, Chukwudumbiri Efrem Omorotionmwan, Melanie Fersovitch, Leanne Stamp, Karen Moskovic, David W Johnson, Gina Dimitropoulos

“…Progress tracking features, such as symptom trend visualizations and diaries, were identified by 65% (25/39) of participants as critical for sustaining engagement. …”
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Sociodemographic and Socioeconomic Determinants for the Usage of Digital Patient Portals in Hospitals: Systematic Review and Meta-Analysis on the Digital Divide by Nina Goldberg, Christin Herrmann, Paola Di Gion, Volker Hautsch, Klara Hefter, Georg Langebartels, Holger Pfaff, Lena Ansmann, Ute Karbach, Florian Wurster

“…Results were visualized using forest and funnel plots to assess heterogeneity and publication bias. …”
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Predicting Short-Term Risk of Cardiovascular Events in the Elderly Population: A Retrospective Study in Shanghai, China by Zhu W, Tan S, Zhou Z, Zhao M, Wang Y, Li Q, Zheng Y, Shi J

“…The risk scoring was visualized through a nomogram, and the model performance was assessed using calibration plots and receiver operating characteristic curves.Results: A total of 9,636 individuals aged ≥ 60 years were included. …”
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Comparison of Deep Learning and Clinician Performance for Detecting Referable Glaucoma from Fundus Photographs in a Safety Net Population by Van Nguyen, MD, Sreenidhi Iyengar, Haroon Rasheed, MD, Galo Apolo, Zhiwei Li, Aniket Kumar, Hong Nguyen, Austin Bohner, MD, Kyle Bolo, MD, Rahul Dhodapkar, MD, Jiun Do, MD, PhD, Andrew T. Duong, MD, Jeffrey Gluckstein, MD, Kendra Hong, MD, Lucas L. Humayun, Alanna James, MD, Junhui Lee, MD, Kent Nguyen, OD, Brandon J. Wong, MD, Jose-Luis Ambite, PhD, Carl Kesselman, PhD, Lauren P. Daskivich, MD, Michael Pazzani, PhD, Benjamin Y. Xu, MD, PhD

“…A DL algorithm based on the Visual Geometry Group-19 architecture was trained using patient-level labels generalized to images from both eyes. …”
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Machine learning discrimination of Gleason scores below GG3 and above GG4 for HSPC patients diagnosis by Bingyu Zhu, Longguo Dai, Huijian Wang, Kun Zhang, Chongjian Zhang, Yang Wang, Feiyu Yin, Ji Li, Enfa Ning, Qilin Wang, Libo Yang, Hong Yang, Ruiqian Li, Jun Li, Chen Hu, Hongyi Wu, Haiyang Jiang, Yu Bai

“…We retrospectively collected data from 717 hormone-sensitive prostate cancer (HSPC) patients at Yunnan Cancer Hospital. …”
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Immune privilege in the subretinal space and prospects of retinal pigment epithelium transplantation in degenerative diseases of the retina by N. V. Neroeva, N. V. Balatskaya, L. A. Katargina, A. G. Brilliantova

“…The review systematizes the literature data on immune privilege in the posterior eye segment, as well as the results of studies in the field of subretinal stem cells transplantation. …”
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A Novel CNN-Based Framework for Detection and Classification of Power Quality Disturbances: Exploring Multi-Class Versus Multi-Label Classification by Aleksandra Zlatkova, Dimitar Taskovski

“…The architecture of the model was inspired by the visual geometry group (VGG), which is known for its effectiveness in image processing. …”
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The Effect of Exercise Program on Low Back Pain Preventive Behaviors in Pregnant Females Referred to Health Centers of Karaj by Maryam Khalednejad, Sedighe Tavafian, Shamsodin Niknami

“…Data were then analyzed using SPSS 21 with the paired t-test, Mann-Whitney, and Tukey tests. …”
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Crosslinking in the complex treatment of corneal ulceration and corneal grafting by E. V. Chentsova, E. N. Verigo, P. V. Makarov, A. I. Khazamova

“…CL was found to contribute to the cleaning of the bottom and the edges of the ulcer surface, to promote the resorption of the hypopyon and the edema, leads to rapid healing of the ulcer and the reduction of the corneal syndrome and increases visual acuity. Conclusion. The obtained data indicate the need for further study of the impact of CL on the healing process of corneal and transplant ulcers. …”
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Traditional restaurant managers’ use of sensory marketing to maintain customer satisfaction: Findings from PLS-SEM and fsQCA by Pantas H. Silaban, Wen-Kuo Chen, Ixora Javanisa Eunike, Andri Dayarana K. Silalahi

“…The study hypotheses were tested on a sample of 525 Indonesians who dined at traditional restaurants. Data analysis was conducted using structural equation modelling with Smart-PLS 4.0 and fuzzy set qualitative comparative analysis (QCA) 3.0. …”
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Glued Laminated Robinia Hardwood Timber for Structural Use by Gerhard Dill-Langer, Rupert Nieberle, Andreas Hänsel

“…The model was calibrated by means of input parameters from the empirical lamination and finger joint test data and verified by a small series of full-scale glulam tests. …”
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Integrating sensory assessments in preventive home visits: a cross-sectional study of the Faroe Islands by Haanes Gro Gade, Tor Martin Kvikstad, Ása Roin

“…This study examines the integration of hearing and vision assessments in preventive home visits (PHVs) for older adults in the Faroe Islands, comparing outcomes between urban and rural settings.Aim: To evaluate the feasibility of including sensory assessments in PHVs and compare sensory measurements between Tórshavn (urban) and rural districts.Methods: A cross-sectional study with 175 participants aged 76 was conducted in Tórshavn and five rural areas. Data included demographics, self-assessments, and clinical evaluations using standardized tools.Results: Visual impairments were slightly more prevalent in rural areas, while hearing impairments showed no significant differences. …”
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BIBLIOMETRIC ANALYSIS OF THE INCIDENCE OF NON-COVID RESPIRATORY DISEASE UNDER NPI CONDITIONS DURING THE PANDEMIC by Nji T. NDEH, Yacob T. TESFALDET, Oluseye OLUDOYE

“…VOS viewer software was used to visualize the network. This study yielded a total of 910 articles, which were eventually narrowed down to 148 articles. …”
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The Long-Term Settlement Deformation Automatic Monitoring System for the Chinese High-Speed Railway by Xu Wang, Liangqin Wu, Yi Zhou, Yanru Wang

“…According to our theoretical analysis, the planned automated monitoring of settlement deformation for the Beijing-Shanghai high-speed railway and the real-time analysis and calculation of monitoring data can ensure the operational security of this section of China’s high-speed railway system.…”
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Satellite Remote Sensing Grayscale Image Colorization Based on Denoising Generative Adversarial Network by Qing Fu, Siyuan Xia, Yifei Kang, Mingwei Sun, Kai Tan

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Guest Editorial: Anomaly detection and open‐set recognition applications for computer vision by Hakan Cevikalp, Robi Polikar, Ömer Nezih Gerek, Songcan Chen, Chuanxing Geng

“…Abstract Anomaly detection is a method employed to identify data points or patterns that significantly deviate from expected or normal behaviour within a dataset. …”
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Biometric analysis on financial performance of banks: key drivers of market, management and investors decisions by Monther Eldaia, Fozi Ali Belhaj, Mohammed Hael, Saddam A. Hazaea

“…The most common techniques used in the analysis reported in previous studies are Data Envelopment Analysis and Generalized Method of Moments. …”
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STUDY ON THE IMPLEMENTATION OF COMMUNITY-BASED INSTRUCTION IN GRADE 2 NATURAL AND SOCIAL SCIENCES IN BINH CHANH DISTRICT, HO CHI MINH CITY by Nguyen Minh Giang*, Nguyen Ho Kim Ngan

“…This study evaluates teachers' perceptions and attitudes and the advantages and challenges of implementing community-based instruction at the primary education level. Data were collected through a survey of 152 primary school teachers in Binh Chanh District, Ho Chi Minh City, using an online questionnaire via Google Forms. …”
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