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Image feature
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This study proposes to test a combination model between CNN network and XGBoost algorithm for weather image classification problem. The proposed model uses deep learning network, namely CNN for feature extraction, then feeds the features into the XGBoost classifier to recognize the images.
6p
vithomson
02-07-2024
0
0
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Based on the quantitative and qualitative features of CT imaging, a model for predicting the invasiveness of ground-glass nodules (GGNs) was constructed, which could provide a reference value for preoperative planning of GGN patients.
12p
vishanshan
27-06-2024
1
1
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The aim of this study was to investigate the clinical, imaging and pathological features of extraskeletal osteosarcoma (EOS) and to improve the understanding of this disease and other similar lesions.
10p
vishanshan
27-06-2024
2
1
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This study aims to develop an innovative, deep model for thymoma risk stratification using preoperative CT images. Current algorithms predominantly focus on radiomic features or 2D deep features and require manual tumor segmentation by radiologists, limiting their practical applicability.
9p
vikoch
27-06-2024
2
1
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Primary prostate cancer with metastasis has a poor prognosis, so assessing its risk of metastasis is essential. Methods This study combined comprehensive ultrasound features with tissue proteomic analysis to obtain biomarkers and practical diagnostic image features that signify prostate cancer metastasis.
13p
vikoch
27-06-2024
2
1
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The low specificity of Thyroid Imaging Reporting and Data System (TI-RADS) for preoperative benignmalignant diagnosis leads to a large number of unnecessary biopsies. This study developed and validated a predictive model based on MRI morphological features to improve the specificity.
14p
vikoch
27-06-2024
2
1
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To evaluate the value of an integrated model incorporating deep learning (DL), hand-crafted radiomics and clinical and US imaging features for diagnosing central lymph node metastasis (CLNM) in patients with papillary thyroid cancer (PTC).
11p
vikoch
27-06-2024
1
1
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Visual question answering is a task that requires computers to give correct answers for the input questions based on the images. This task can be solved by humans with ease, but it is a challenge for computers. The VLSP2022-EVJVQA shared task carries the Visual question answering task in the multilingual domain on a newly released dataset UIT-EVJVQA, in which the questions and answers are written in three different languages: English, Vietnamese, and Japanese.
18p
dianmotminh02
03-05-2024
7
2
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In this study, combinations of aerial images captured using UAV and geo-processing software, ArcGIS, are promoted towards automated approach for counting shipping containers. The overlapping UAV aerial images are post-processed using photogrammetric technique to create Digital Surface Model (DSM) which represents the ground and above surface feature’s elevations. Then, the constructed DSM is filtered to produce the Digital Terrain Model (DTM) that represents the ground surface only. T
5p
longtimenosee10
26-04-2024
1
1
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Ebook "Handbook of Maize: Its biology" centers on the past, present and future of maize as a model for plant science research and crop improvement. The book includes brief, focused chapters from the foremost maize experts and features a succinct collection of informative images representing the maize germplasm collection.
583p
ladongphongthanh1008
22-04-2024
6
4
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The demand for using IoT devices is increasing because of its usefulness. IoT devices are present in all areas of life. They make life easier and more comfortable. Moreover, many companies and households are tending to increase in the use of IoT devices to turn on/off home, school, office into smart home, smart school, smart office and so on.
10p
vijaychest
24-04-2024
6
2
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Security features present on Nepali passport are examined with the help of Video Spectral Comparator. Mainly examination is carried out with application ultra-violet light, normal light, oblique light and transmitted light. We obtain different types of security features including florescence, ghost image, binding thread, optical fiber, punched number, barcode, micro-printing, watermark, emboss etc.
6p
visergey
02-04-2024
5
0
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ASP.NET can be challenging to learn unless you follow the step-by-step approach that is used in this book. Topics are presented in the order in which many developers like to learn them, starting with basic components and then gradually moving on to those features found on classy web sites. Each chapter follows a time-tested formula that first explains the topic in an easy-to-read style and then shows how it is used in a working web page that you can copy and load yourself.
289p
longtimenosee08
31-03-2024
5
1
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Ebook Adobe creative suite 2 all-in-one desk reference for dummies: Part 1 presents the following content: Book I shows you how to use the features in Adobe Creative Suite 2 that are similar across all the programs described in this book. Book II describes how to use InDesign CS2 to create simple page layouts using text, images, and drawings.
271p
longtimenosee05
31-03-2024
2
1
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Glycosylphosphatidylinositol biosynthesis defects (GPIBDs) cause a group of phenotypically overlapping recessive syndromes with intellectual disability, for which pathogenic mutations have been described in 16 genes of the corresponding molecular pathway.
13p
vibransone
28-03-2024
6
2
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Spatiotemporal heterogeneity originating from genomic and transcriptional variation was found to contribute to subtype switching in isocitrate dehydrogenase-1 wild-type glioblastoma (GBM) prior to and upon recurrence. Fluorescence-guided neurosurgical resection utilizing 5-aminolevulinic acid (5ALA) enables intraoperative visualization of infiltrative tumors outside the magnetic resonance imaging contrast-enhanced regions.
34p
vicwell
29-02-2024
4
1
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This paper presents an end-to-end deep convolutional recurrent neural network solution for Khmer Optical Character Recognition (OCR) task. The proposed solution uses a sequenceto-sequence (Seq2Seq) architecture with an attention mechanism. The encoder extracts visual features from an input text-line image via layers of convolutional blocks and a layer of Gated Recurrent Units (GRU).
14p
vibego
02-02-2024
5
0
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This article aimsto discover discourse features of resumés in English from the perspective of Multimodal Discourse Analysis (MDA). It focuses on describing layout features, lexical choices, grammar features and the image-language relations in 50 English resumés based on the qualitative method.
6p
vigojek
02-02-2024
5
1
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In this paper, the authors propose to use the Sparse Principal Component Analysis (PCA) method to denoise adversarial images. With the experimental results, the authors have demonstrated that the Robust sparse PCA method is effective in selecting and classifying key features of the image to remove unwanted noise present in the input image.
9p
vigojek
02-02-2024
1
1
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In this paper, we propose a solution to detect diseases on rose leaves by an image processing algorithm based on leaf features. This algorithm helps detect diseases on rose leaves through collected images.
8p
vigrab
02-02-2024
4
2
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