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Optimizing Acute Stroke Segmentation on MRI Using Deep Learning: Self-Configuring Neural Networks Provide High Performance Using Only DWI Sequences.

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Title: Optimizing Acute Stroke Segmentation on MRI Using Deep Learning: Self-Configuring Neural Networks Provide High Performance Using Only DWI Sequences.
Authors: Kamel, Peter1,2, pkamel@som.umaryland.edu, Kanhere, Adway1,2, Kulkarni, Pranav1,2, Khalid, Mazhar3, Steger, Rachel4, Bodanapally, Uttam1, Gandhi, Dheeraj1, Parekh, Vishwa1,2, Yi, Paul H.1,2, pyi@som.umaryland.edu
Source: Journal of Imaging Informatics in Medicine; Apr2025, Vol. 38 Issue 2, p717-726, 10p
Database: Applied Science & Technology Source
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  Data: Optimizing Acute Stroke Segmentation on MRI Using Deep Learning: Self-Configuring Neural Networks Provide High Performance Using Only DWI Sequences.
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  Data: <searchLink fieldCode="AU" term="%22Kamel%2C+Peter%22">Kamel, Peter</searchLink><relatesTo>1,2</relatesTo>, <i>pkamel@som.umaryland.edu</i><br /><searchLink fieldCode="AU" term="%22Kanhere%2C+Adway%22">Kanhere, Adway</searchLink><relatesTo>1,2</relatesTo><br /><searchLink fieldCode="AU" term="%22Kulkarni%2C+Pranav%22">Kulkarni, Pranav</searchLink><relatesTo>1,2</relatesTo><br /><searchLink fieldCode="AU" term="%22Khalid%2C+Mazhar%22">Khalid, Mazhar</searchLink><relatesTo>3</relatesTo><br /><searchLink fieldCode="AU" term="%22Steger%2C+Rachel%22">Steger, Rachel</searchLink><relatesTo>4</relatesTo><br /><searchLink fieldCode="AU" term="%22Bodanapally%2C+Uttam%22">Bodanapally, Uttam</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Gandhi%2C+Dheeraj%22">Gandhi, Dheeraj</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Parekh%2C+Vishwa%22">Parekh, Vishwa</searchLink><relatesTo>1,2</relatesTo><br /><searchLink fieldCode="AU" term="%22Yi%2C+Paul+H%2E%22">Yi, Paul H.</searchLink><relatesTo>1,2</relatesTo>, <i>pyi@som.umaryland.edu</i>
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  Data: <searchLink fieldCode="JN" term="%22Journal+of+Imaging+Informatics+in+Medicine%22">Journal of Imaging Informatics in Medicine</searchLink>; Apr2025, Vol. 38 Issue 2, p717-726, 10p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=184081760
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        Value: 10.1007/s10278-024-00994-2
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              Text: Apr2025
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