Image Segmentation News Today

Non-small cell lung cancer (NSCLC) patients in stage IV of the disease are commonly diagnosed with bone metastases, which is the leading cause of death in NSCLC patients. Once the cancer cells have metastasised, the disease is considered incurable and palliative treatment such as radiotherapy given as 8 Gy in a single fraction or 25 Gy in 5 fractions is one of the most common treatment options to provide relief from pain. Recent, clinical trials have shown that if a limited number of metastatic ...

It's a wonder what generative AI, particularly text-to-image AI models like Midjourney and OpenAI's DALL-E 3, can do. From photorealism to cubism, image-generating models can translate practically any description, short or detailed, into art that might well have emerged from an artist's easel. The trouble is, many of these models -- if not most -- were trained on artwork without artists' knowledge or permission.

Whose Creators They Failed to Credit

/PRNewswire/ -- Continued innovation, broad use in a variety of applications, ethical issues, and increased efficiency characterise the Vision Transformers...

Background Removal in NodeJS. Latest version: 1.1.5, last published: 8 days ago. Start using @imgly/background-removal-node in your project by running `npm i @imgly/background-removal-node`. There are no other projects in the npm registry using @imgly/background-removal-node.

/PRNewswire/ -- DDN®, the global leader in artificial intelligence (AI) and multi-cloud data management solutions, today announced impressive performance...

Hyperspectral image segmentation is an emerging area with numerous applications, including agriculture, forestry, environment monitoring, and remote sensing. This paper proposes a new neural architecture search algorithm, named AdaptorNAS, for hyperspectral image segmentation. AdaptorNAS aims to design the optimum decoder for any given encoder. In our approach, the search space of AdaptorNAS is a large deep neural network (DNN), and the optimal decoder is derived by pruning the large DNN via a p...

Non-small cell lung cancer (NSCLC) patients with the metastatic spread of disease to the bone have high morbidity and mortality. Stereotactic ablative body radiotherapy increases the progression free survival and overall survival of these patients with oligometastases. FDG-PET/CT, a functional imaging technique combining positron emission tomography (PET) with 18 F-fluorodeoxyglucose (FDG) and computer tomography (CT) provides improved staging and identification of treatment response. It is also...

Abstract: Radiotherapy for thoracic and breast tumours is associated with a range of cardiotoxicities. Emerging evidence suggests cardiac substructure doses may be more predictive of specific outcomes, however, quantitative data necessary to develop clinical planning constraints is lacking. Retrospective analysis of patient data is required, which relies on accurate segmentation of cardiac substructures. In this study, a novel model was designed to deliver reliable, accurate, and anatomically co...

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