Emerging Diagnostic Approaches for Musculoskeletal Disorders: Advances in Imaging, Biomarkers, and Clinical Assessment by Rahul Kumar, Kiran Marla, Kyle Sporn, Phani Paladugu, Akshay Khanna, Chirag Gowda, Alex Ngo, Ethan Waisberg, Ram Jagadeesan, Alireza Tavakkoli

“…Integration of multimodal data, especially across imaging, omics, and wearable devices, remains technically and logistically complex, requiring robust data infrastructure and informatics expertise not yet widely available in MSK clinical practice. …”
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MMAgentRec, a personalized multi-modal recommendation agent with large language model by Xiaochen Xiao

“…Overall, our model consistently surpasses existing approaches, with MGCN and Cross-Attention demonstrating superior retrieval and classification performance across various tasks, underscoring their effectiveness in visual question answering (VQA). At the same time, this paper has constructed a comprehensive dataset in this field, each column contains 9004 data entries.…”
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Fuzzy model-based analysis of user feedback for product development insights by Anna Sudár, Borbála Berki, Ildikó Horváth

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A borehole image dataset for the intelligent identification of structural planes by Yi Cheng, Zengqiang Han, Yuyong Jiao, Shuangyuan Chen, Chao Wang

“…These images underwent systematic preprocessing including data cleaning, image cropping and adjustment, rigorous annotation and verification protocols, resulting in a curated dataset of 708 borehole images. …”
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Colorectal cancer unmasked: A synergistic AI framework for Hyper-granular image dissection, precision segmentation, and automated diagnosis by Akella S. Narasimha Raju, K. Venkatesh, M. Rajababu, Ranjith Kumar Gatla, Shaik Jakeer Hussain, G. Satya Mohan Chowdary, T. Ganga Bhavani, Mohammed Kareemullah, Sameer Algburi, Ali Majdi, Ahmed M. Abdulhadi, Wahaj Ahmad Khan

“…ViT achieved best-in-class accuracy (97%), F1-score (0.95), and AUC (92%) in test data. The DeepLabV3 + achieved segmentation state-of-the-art for tasks of localisation with 0.88 Dice Coefficient and 0.71 Intersection over Union (IoU), ensuring sharp delineation of areas that are malignant. …”
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Unveiling adulteration in acacia honey originated from Tuzla area by the Pivot Profile technique by Pestorić Mladenka V., Tomić Jelena M., Mandra Muamer J., Hodžić Sanel S., Maravić Nikola R., Škrobot Dubravka J., Ubiparip Samek Dragana N.

“…The chi-square test per cell was used to explore variation within the data matrix, identifying descriptors significantly differing from PVT in citation frequency. …”
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Demography and homing behavior in the poorly-known Philippine flat-headed frog Barbourula busuangensis (Anura: Bombinatoridae) by Marta Miñarro, Patricia Burrowes, Claudia Lansac, Gregorio Sánchez-Montes, Leticia E. Afuang, Ignacio De la Riva

“…We used passive internal transponders (PITs) to mark adult and subadults and single-colored visual internal elastomers (VIEs) for cohorts of juveniles. …”
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Texture Analysis in Volumetric Imaging for Dentomaxillofacial Radiology: Transforming Diagnostic Approaches and Future Directions by Elaine Dinardi Barioni, Sérgio Lúcio Pereira de Castro Lopes, Pedro Ribeiro Silvestre, Clarissa Lin Yasuda, Andre Luiz Ferreira Costa

“…The traditional imaging techniques rely primarily on visual assessment, which may overlook subtle variations in tissue structure. …”
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Light Encryption Scheme Using Light-Emitting Diode and Camera Image Sensor by Yang Liu, Kevin Liang, Hung-Yu Chen, Liang-Yu Wei, Chin-Wei Hsu, Chi-Wai Chow, Chien-Hung Yeh

“…By demodulating the rolling shutter pattern, the data information can be obtained. We also propose and demonstrate using the Otsu thresholding scheme to define the data logic in the rolling shutter pattern. …”
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Detection of Diabetic Retinopathy Using a Multi-Decision Inception-ResNet-Blended Hybrid Model by Santosh Kumar Henge, Nikhil Reddy Viraati, Musaed Alhussein, Ajay Shriram Kushwaha, Khursheed Aurangzeb, Ravleen Singh

“…The model undergoes thorough pre-processing and testing phases, utilizing eight layers of convolutions at each stage to handle various data matrices and integrate global and specialized features. …”
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Use and meaning teachers assign to the integration of the MICA 3.0 kit for teaching climate change by Sonia Pino, César Cofre, Humberto Vergara, Luis Vergara, Jaime Solís-Pinilla, Andoni Arenas-Martija, Andoni Arenas-Martija, Andoni Arenas-Martija, Paulina Ampuero, Paulina Ampuero, Cristian Merino, Cristian Merino

“…IntroductionTeaching climate change requires teachers to have the educational resources that will facilitate teaching this content and visualize how a global problem has various local implications. …”
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Study protocol for a Prospective Observational study of Safety Threats and Adverse events in Trauma (PrO-STAT): a pilot study at a level-1 trauma centre in Canada by Melissa McGowan, Charles Keown-Stoneman, Brodie Nolan, Teodor Grantcharov, Eliane M Shore, Anisa Nazir

“…All consecutive trauma team activations over 12 months will be included, with data collected using audio-visual recordings and physiological monitoring. …”
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Abdominal Aorta Screening During Routine Transthoracic Echocardiography in Zanzibar, Tanzania: The Zanzibar Heart Survey by Abukar Mohamed Ali, Khamis Mustafa Khamis, Ghirmay Andemichael, Muhiddin Abdi Mahmoud, Victor Aboyans, Sahrai Saeed

“…Demographics and clinical data were recorded. AA diameter was routinely assessed in 137 patients. …”
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Systemic Hormonal Contraceptive Use and Rhinitis Among Adult Women: An All of Us Database Analysis by Richard G. Chiu, Kamal Eldeirawi, Anthony I. Dick, Sharmilee M. Nyenhuis, Thasarat Sutabutr Vajaranant, Rachel Caskey, Victoria S. Lee

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MAGMA-MICK: A state-of-the-art digital platform facilitating the programmatic implementation of whole genome sequencing for TB care and prevention by Prof Annelies Van Rie, Fulvio Vigilante, Dr. Walter Sanseverino, Prof Annelies Van Rie

“…The MAGMA-MICK digital platform aims to synthesize complex NGS data into easy-to-interpret visualizations and reports. …”
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Spectrum of sonographic changes in hereditary motor and sensory neuropathy with autosomal dominant and X-linked inheritance by E. S. Naumova, D. S. Druzhinin, S. S. Nikitin, S. A. Kurbatov

“…HRUS parameters were compared to standard anthropometric data, nerve conduction velocity and CMAP amplitude.Results. …”
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Population Pharmacokinetics and Pharmacodynamics with Enterohepatic Recirculation of Co-Medication of Rosuvastatin and Ezetimibe by An H, Shin D

“…The objective of this study was to develop a population pharmacokinetic/pharmacodynamic (PK/PD) model of the interaction between rosuvastatin and ezetimibe that incorporates enterohepatic recirculation (EHC).Methods: Concentration–time data were obtained from a two-part, open-label, multiple-dose crossover, drug interaction study. …”
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Comparison of statistical modelling methods for population-level gestational weight gain trajectories in ethnically diverse women in southeast Melbourne, Australia by Rui Wang, Cheryce Harrison, Sanjeeva Ranasinha, Helena J Teede, Joanne Enticott

“…A modelling technique to accommodate the complexities of GWG data and allow for the inclusion of maternal factors that influence the variation in GWG trajectory across pregnancy is necessary. …”
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Importance of antenatal identification of small for gestational age fetuses on perinatal and childhood outcomes: A register‐based cohort study by Emma Hertting, Lotta Herling, Pelle G. Lindqvist, Eva Wiberg‐Itzel

“…Inclusion criteria: singleton pregnancies without chromosomal aberrations or structural abnormalities, with a gestational age at delivery between 22+0 and 43+0 (n = 48 843). Data from childbirth records were linked to data from nationwide Swedish registers. …”
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Current state and changes of glaciers in the Tavan Bogd Mountains (Mongolia) by M. V. Syromyatina, Yu. N. Kurochkin, K. V. Chistyakov, Ch. Ayurzana

“…Indirect indicators of its activity such as transverse and longitudinal furrows were noticed. Using data of local weather station data we calculated some climatic characteristics needed to monitor equilibrium line for end of the 2013 ablation season. …”
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