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Oral phenotype and scoring of vascular Ehlers–Danlos syndrome: a case–control study
Published 2012-04-01Get full text
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662
Comprehensive Analysis of Word Embedding Models and Design of Effective Feature Vector for Classification of Amazon Product Reviews
Published 2025-01-01“…This study examines the implementation of different traditional feature extraction models such as Bag of Words (BoW), Term Frequency-Inverse Document Frequency (TF-IDF), N-grams, and word embeddings like Word2Vec and Bidirectional Encoder Representations from Transformers (BERT) on an Amazon review dataset. Furthermore, the hyperparameters of the BERT model were fine-tuned, optimizing its performance on the SA task. …”
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663
Endoplasmic reticulum stress-related CLIP4 plays a procarcinogenic role in hepatocellular carcinoma: an integrated analysis
Published 2025-02-01“…Results Analysis of TCGA datasets and tissue microarrays demonstrated that elevated CLIP4 expression was associated with poor prognosis in HCC. …”
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664
Single-cell transcriptomics analysis reveals dynamic changes and prognostic signature in tumor microenvironment of PDAC
Published 2025-02-01“…We utilized a previously published comprehensive dataset comprising 31 samples (including 8 PDAC I, 9 PDAC II, 6 PDAC III, and 8 PDAC IV) to characterize the changes in TME composition with PDAC progression through advanced scRNA-seq analysis. …”
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Promoting Computational Access to Digital Collections in the Nordic and Baltic Countries: An Icelandic Use Case
Published 2025-01-01“…The framework was applied to a relevant dataset derived from Timarit.is, a digitised collection of newspapers and periodicals from Iceland, the Faroe Islands and Greenland. …”
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A single-nucleus RNA sequencing atlas of the postnatal retina of the shark Scyliorhinus canicula
Published 2025-02-01“…Unsupervised clustering revealed 22 distinct cell types comprising all major retinal cell classes, as well as retinal progenitor cells (whose presence reflects the persistence of proliferative activity in postnatal stages in sharks) and oligodendrocytes. Thus, our dataset serves as a foundation for further studies on the development and function of the catshark retina. …”
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670
Patient safety culture through the lenses of surgical patients: a qualitative study
Published 2025-02-01“…We analyzed the data using Braun and Clarke’s method for reflexive thematic analysis, and generated themes by examining patterns of meaning throughout the dataset. Results Data analysis generated three themes concerning the former surgical patients’ perspectives of patient safety culture and adverse events: (1) “Personalized care and predictable pathways increase patients’ sense of safety”; (2) “Surgical patients’ involvement: Aspire to be a resource – Not a threat”; and (3) “Time to cultivate a culture that fosters improvements and reconciliation.” …”
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UAV rice panicle blast detection based on enhanced feature representation and optimized attention mechanism
Published 2025-02-01“…The use of Focal Tversky Loss ensures robustness against dataset imbalances, enabling accurate identification of rare disease categories. …”
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675
A Real-Time Human Pose Measurement System for Human-In-The-Loop Dynamic Simulators
Published 2025-01-01“…The method’s accuracy and execution time are assessed using the public Human3.6M dataset, evaluating different model configurations, formats, camera setups, and acquisition modes for real-time applications. …”
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676
Klasifikasi Tingkat Dehidrasi Berdasarkan Kondisi Urine, Denyut Jantung dan Laju Pernapasan
Published 2021-03-01“…The system is designed to be easy to use independently and provides real-time classification results. There are 75 datasets used in this paper, obtained from diarrhea patients in a hospital in Malang. …”
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677
Study on intestinal microbial communities of three different cattle populations on Qinghai-Tibet Plateau.
Published 2025-01-01Get full text
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678
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679
Automatic cervical lymph nodes detection and segmentation in heterogeneous computed tomography images using deep transfer learning
Published 2025-02-01“…The nnUNet model was used as a baseline, pre-trained on a large-scale head and neck dataset, and then fine-tuned with 4,729 LNs from hospital A for detection and segmentation. …”
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680