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Convolutional Neural Networks for Organ Segmentation
Abstract: Accurate automated organ and disease feature segmentation is a challenge for medical imaging analysis. The pancreas, for example, is a small, soft, organ with low uniformity of shape and volume between patients. Because of the lack of uniform image patterns, there are few features that can be used to aid in automated identification of anatomy...
Published: 4/8/2024   |   Inventor(s): Holger Roth, Le Lu, Adam Harrison, Ronald Summers
Keywords(s): Computer Assisted Diagnostics, Computer Vision, Deep Learning, HNN, Holistically-Nested Convolutional Neural Network, Medical Imaging Informatics, National Institutes of Health Clinical Center, NIHCC
Category(s): Application > Software / Apps, Collaboration Sought > Licensing, Collaboration Sought > Collaboration
Convolutional Neural Networks for Organ Segmentation
Abstract: Accurate automated organ and disease feature segmentation is a challenge for medical imaging analysis. The pancreas, for example, is a small, soft, organ with low uniformity of shape and volume between patients. Because of the lack of uniform image patterns, there are few features that can be used to aid in automated identification of anatomy...
Published: 4/8/2024   |   Inventor(s): Le Lu, Holger Roth, Isabelle-Emmanu Nogues, Ronald Summers, Xiaosong Wang
Keywords(s): Computer Assisted Diagnostics, Computer Vision, Deep Learning, HNN, Holistically-Nested Convolutional Neural Network, Medical Imaging Informatics, National Institutes of Health Clinical Center, NIHCC
Category(s): Application > Software / Apps, Collaboration Sought > Licensing
Computer-Aided Diagnostic for Use in Multiparametric MRI for Prostate Cancer
Abstract: Multiparametric MRI improves image detail and prostate cancer detection rates compared to standard MRI. Computer aided diagnostics (CAD) used in combination with multiparametric MRI images may further improve prostate cancer detection and visualization. The technology, developed by researchers at the National Institutes of Health Clinical...
Published: 4/8/2024   |   Inventor(s): Nathan Lay, Yohannes Tsehay, Ronald Summers, Ismail Turkbey, Ruida Cheng, Holger Roth, Matthew Mcauliffe, Sonia Gaur, Francessa Mertan, Peter Choyke, Matthew Greer
Keywords(s): Computer-aided Diagnostic, Image Analysis System/Software, National Institutes of Health Clinical Center, NIHCC
Category(s): Collaboration Sought > Collaboration, Collaboration Sought > Licensing, Application > Software / Apps, TherapeuticArea > Oncology
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