Titlebook: Biomedical Imaging; Advances in Artifici Ankur Gogoi,Nirmal Mazumder Book 2024 The Editor(s) (if applicable) and The Author(s), under exclu

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Biomedical Imaging978-981-97-5345-1Series ISSN 1618-7210 Series E-ISSN 2197-5647

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Conclusion: Metaphors We Globalize Byning that machines using deep learning-based software will soon take over their field. Corroborating evidence suggested that several algorithms could perform numerous tasks far more effectively than the typical radiologist. As previously said, by reason of recent events, radiology trainees feel vuln

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Conclusion: Metaphors We Globalize Byt to pushing the boundaries of scientific exploration. His impact on AI and CM was not confined to theoretical contributions but extended to practical innovations that continue to shape these fields today. Through a multidisciplinary lens, the chapter aims to underscore Minsky’s trailblazing contrib

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Conclusion: Metaphors We Globalize By the sample size. Despite the advantages that spectroscopy techniques offer, the complexity of the spectroscopic peaks is a major drawback. This gives rise to the need to develop automated algorithms for analysing high throughput spectroscopic and microscopic value with great efficiency and accuracy

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Conclusion: Metaphors We Globalize ByCNNs), deep learning models, and attention-based mechanisms. It also addresses challenges and limitations, such as ensuring image quality, addressing algorithmic biases, and the importance of the human–computer interface. Additionally, ethical considerations related to data privacy, informed consent

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How to Make Our Ideas Clear With Metaphors and treatment. Similarly, in stem cell research, the combination of two-photon microscopy and ML enables quantitative analysis of stem cell dynamics, lineage commitment, and differentiation trajectories in complex 3D microenvironments, facilitating advancements in regenerative medicine and drug dis