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   Articles with "slide imaging" as a keyword



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Autofocus of whole slide imaging based on convolution and recurrent neural networks.

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recommendations! Published in 2020 at "Ultramicroscopy"

DOI: 10.1016/j.ultramic.2020.113146

Abstract: During the process of whole slide imaging, it is necessary to focus thousands of fields of view to obtain a high-quality image. To make the focusing procedure efficient and effective, we propose a novel autofocus… read more here.

Keywords: focus; slide imaging; convolution; recurrent neural ... See more keywords

Integrating Whole Slide Imaging and Artificial Intelligence Provides Higher Accuracy in Thyroid Cytology

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recommendations! Published in 2024 at "American Journal of Clinical Pathology"

DOI: 10.1093/ajcp/aqae129.304

Abstract: The aim of the study is to evaluate the potential advantages of integrating Whole Slide Imaging (WSI) and Artificial Intelligence (AI) to increase efficiency and diagnostic accuracy in thyroid cytology, especially in indeterminate lesions. A… read more here.

Keywords: slide imaging; wsi; accuracy; cytology ... See more keywords

Rapid Whole Slide Imaging via Dual-Shot Deep Autofocusing

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recommendations! Published in 2021 at "IEEE Transactions on Computational Imaging"

DOI: 10.1109/tci.2020.3046189

Abstract: Whole slide imaging (WSI) is an emerging technology for digital pathology. The accuracy and speed of autofocusing are critical for the performance of the WSI system. This paper introduces a novel technique of deep autofocusing… read more here.

Keywords: whole slide; pathology; dafnet; slide imaging ... See more keywords

Contribution of whole slide imaging-based deep learning in the assessment of intraoperative and postoperative sections in neuropathology.

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recommendations! Published in 2023 at "Brain pathology"

DOI: 10.1111/bpa.13160

Abstract: The pathological diagnosis of intracranial germinoma (IG), oligodendroglioma, and low-grade astrocytoma on intraoperative frozen section (IFS) and hematoxylin-eosin (HE)-staining section directly determines patients' treatment options, but it is a difficult task for pathologists. We aimed… read more here.

Keywords: slide imaging; whole slide; deep learning; model ... See more keywords

Whole‐slide imaging at primary pathological diagnosis: Validation of whole‐slide imaging‐based primary pathological diagnosis at twelve Japanese academic institutes

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recommendations! Published in 2017 at "Pathology International"

DOI: 10.1111/pin.12590

Abstract: Several reports have demonstrated the use of whole‐slide imaging (WSI) for primary pathological diagnosis, but no such studies have been published from Asia. We retrospectively collected 1070 WSI specimens from 900 biopsies and small surgeries… read more here.

Keywords: pathological diagnosis; primary pathological; diagnosis; microscopy ... See more keywords
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Use of whole slide imaging (WSI) for distance teaching

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recommendations! Published in 2020 at "Journal of Clinical Pathology"

DOI: 10.1136/jclinpath-2020-206763

Abstract: Background Time, travel and financial constraints have meant that traditional visiting teaching engagements are more difficult to accomplish. This has been exacerbated with the advent of the COVID-19 pandemic. The use of digital pathology and… read more here.

Keywords: distance teaching; use; pathology; slide imaging ... See more keywords

Computational imaging modalities for multi-focal whole-slide imaging systems.

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recommendations! Published in 2020 at "Applied optics"

DOI: 10.1364/ao.394290

Abstract: Whole-slide imaging systems can generate full-color image data of tissue slides efficiently, which are needed for digital pathology applications. This paper focuses on a scanner architecture that is based on a multi-line image sensor that… read more here.

Keywords: multi focal; imaging systems; slide imaging; focal whole ... See more keywords

Whole slide imaging system using deep learning-based automated focusing.

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recommendations! Published in 2020 at "Biomedical optics express"

DOI: 10.1364/boe.379780

Abstract: The auto focusing system, which involves moving a microscope stage along a vertical axis to find an optimal focus position, is the chief component of an automated digital microscope. Current automated focusing algorithms, especially those… read more here.

Keywords: system; slide imaging; imaging system; automated focusing ... See more keywords

GJFocuser: a Gaussian difference and joint learning-based autofocus method for whole slide imaging

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recommendations! Published in 2024 at "Biomedical Optics Express"

DOI: 10.1364/boe.547119

Abstract: Whole slide imaging (WSI) provides tissue visualization at the cellular level, thereby enhancing the effectiveness of computer-aided diagnostic systems. High-precision autofocusing methods are essential for ensuring the quality of WSI. However, the accuracy of existing… read more here.

Keywords: slide imaging; gjfocuser gaussian; joint learning; difference ... See more keywords
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Learning to autofocus in whole slide imaging via physics-guided deep cascade networks.

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recommendations! Published in 2022 at "Optics express"

DOI: 10.1364/oe.416824

Abstract: Whole slide imaging (WSI), is an essential technology for digital pathology, the performance of which is primarily affected by the autofocusing process. Conventional autofocusing methods either are time-consuming or require additional hardware and thus are… read more here.

Keywords: whole slide; cascade networks; physics; slide imaging ... See more keywords

Technical and Diagnostic Issues in Whole Slide Imaging Published Validation Studies

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recommendations! Published in 2022 at "Frontiers in Oncology"

DOI: 10.3389/fonc.2022.918580

Abstract: Objective Digital pathology with whole-slide imaging (WSI) has many potential clinical and non-clinical applications. In the past two decades, despite significant advances in WSI technology adoption remains slow for primary diagnosis. The aim of this… read more here.

Keywords: validation studies; slide imaging; whole slide; technical diagnostic ... See more keywords