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Multimodal imaging
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In this paper, we propose applying a jointly developed model to the task of multilingual visual question answering. Specifically, we conduct experiments on a multimodal sequence-to-sequence transformer model derived from the T5 encoder-decoder architecture. Text tokens and Vision Transformer (ViT) dense image embeddings are inputs to an encoder then we used a decoder to automatically anticipate discrete text tokens.
11p
dianmotminh02
03-05-2024
6
1
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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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Dermatofbrosarcoma protuberans (DFSP) is a rare, low to intermediate-grade sarcoma, which needs imaging examination. Small series of ultrasound findings in DFSP have been published; however, the usefulness of elastography and contrast-enhanced ultrasound (CEUS) in DFSP has not been studied.
9p
vileonardodavinci
23-12-2023
9
3
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This paper analyses the transference from spatial to non-spatial meanings of below as a preposition, an adverb, and a particle within the 2017 Corpus of Contemporary American English, genre: fiction.
13p
viberkshire
09-08-2023
6
5
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We propose a new optical processor that implement an optical vector matrix multiplication (OVMM) or dot product circuit using multimode interference (MMI) based microring resonator structures. Our structure can be integrated into only one single chip without the need of wavelength division multiplexers (WDM). The control of weight and input signals is based on the graphene material for high speed computing.
7p
viannee
02-08-2023
6
4
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We present a new method for image compression using the Haar wavelet transform (HWT) in all-optical domain. The proposed architecture is based on the optical Haar wavelet transform using only one 6×6 multimode interference (MMI) coupler.
11p
viannee
02-08-2023
5
3
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In this study, we present a method for all-optical image compression using all-optical Karhunen-Loeve transform (KLT). The KLT was designed in all-optical domain using only one multimode interference (MMI) coupler. The Karhunen-Loeve transform (KLT) is very attractive for image processing applicaons due to its computing efficiency, residual correlation, and rate distortion criteria benefits.
9p
viharry
15-12-2022
7
4
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In this paper, we present a method for realizing all-optical Discrete Sine and Cosine Transform (DST/DCT) for image compression. We show that all-optical DST and DCT can be achieved by using only one 4x4 MMI (multimode interference) coupler at a suitable width and length.
8p
vispyker
14-11-2022
10
4
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In recent years, the task of Visual Question Answering (VQA) has evolved into a very attractive research field. Normally, this task requires a simultaneous understanding of both the visual content of the image and the textual content of the question.
7p
visherylsandberg
18-05-2022
7
2
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Today, cancer ranks as one of the leading causes of death. Despite the large number of novel available therapies, radiotherapy (RT) remains as the most effective non-surgical method to cure cancer patients. In fact, approximately 50% of all cancer patients receive some type of RT and among these 60% receive RT-treatment with a curative intent.
9p
vimahuateng
26-11-2021
10
1
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This study, which focuses on vocabulary teaching methods, is going to investigate the application of multimodality to the vocabulary learning of students from the perspectives of using images in some communicative activities to enhance students‟ vocabulary retention. The major aim of the research is to investigate whether the use of images in vocabulary teaching can help improve students‟ vocabulary retention. The participants in the study are students at Hanoi Architectural University.
86p
closefriend09
16-11-2021
25
5
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To analyze the features of CT, MRI and PET/CT and their diagnostic value for spinal osteoblastomas (OBs). Methods: The radiological and clinical data of 21 patients with histopathologically-confirmed spinal OBs were analyzed retrospectively.
9p
vimariana2711
22-12-2020
9
1
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The widespread adoption of high throughput technologies has democ‑ ratized data generation. However, data processing in accordance with best practices remains challenging and the data capital often becomes siloed.
18p
viwyoming2711
16-12-2020
5
0
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In recent years, hyperspectral microscopy techniques such as infrared or Raman microscopy have been applied successfully for diagnostic purposes. In many of the corresponding studies, it is common practice to measure one and the same sample under different types of microscopes.
14p
vioklahoma2711
19-11-2020
9
2
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Genomics and proteomics are nowadays the dominant techniques for novel biomarker discovery. However, histopathology images contain a wealth of information related to the tumor histology, morphology and tumor-host interactions that is not accessible through these techniques.
9p
vioklahoma2711
19-11-2020
9
1
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To assess the diagnostic value of retrospective PET-MRI fusion and to compare the results with side-by-side analysis and single modality use of PET and of MRI alone for locoregional tumour and nodal staging of head-and-neck cancer.
10p
vilisa271
22-09-2020
11
0
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18F-FDG PET/CT imaging is widely utilized in the clinical evaluation of patients with suspected or documented lymphoma. The aim was to describe our cumulative experience with a multimodal 18F-FDG-directed lymph node surgical excisional biopsy approach in patients with suspected lymphoma.
8p
vialabama2711
21-09-2020
12
0
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This study aimed to quantify the variation in oropharyngeal squamous cell carcinoma gross tumour volume (GTV) delineation between CT, MR and FDG PET-CT imaging. The use of different imaging modalities produced significantly different GTVs, with no single imaging technique encompassing all potential GTV regions. The use of MR reduced inter-observer variability.
10p
vimoscow2711
29-08-2020
6
0
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Due to the steadily increasing number of cancer patients worldwide the early diagnosis and treatment of cancer is a major field of research. The diagnosis of cancer is mostly performed by an experienced pathologist via the visual inspection of histo-pathological stained tissue sections.
11p
vimale2711
25-08-2020
7
2
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A solitary fibrous tumour is a rare, mainly benign spindle cell mesenchymal tumour most commonly originating from the pleura. An intrapericardial location of a solitary fibrous tumour is extremely unusual. We present a case of an asymptomatic patient with a slow-growing massive benign cardiac solitary fibrous tumour.
8p
vidhaka2711
31-07-2020
15
2
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