Search Results - computer+assisted+diagnostics

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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

Published: 4/8/2024 | Inventor(s): Le Lu, Holger Roth, Isabelle-Emmanu Nogues, Ronald Summers, Xiaosong Wang

Category(s): Application > Software / Apps, Collaboration Sought > Licensing

Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation

Abstract: Medical image datasets are an important clinical resource. Effectively referencing patient images against similar related images and case histories can inform and produce better treatment outcomes. Labeling and identifying disease features and relations between images within a large image database has not been a task capable of automation....

Published: 4/8/2024 | Inventor(s): Hoo Chang Shin, Le Lu, Ronald Summers

Keywords(s): Chest X-Rays, CNN, Computer Assisted Diagnostics, Convolutional Neural Networks, Deep Learning Model, Disease Mining from Images, Radiology, Recurrent Neural Networks, RNN, Shin

Category(s): Application > Software / Apps, Collaboration Sought > Collaboration, Collaboration Sought > Licensing, TherapeuticArea > Oncology, TherapeuticArea > Cardiology

Method and System of Building Hospital-Scale Medical Image Database

Abstract: Developing computer systems that can recognize and locate image features associated with disease is a challenge for developing fully-automated and high precision computer assisted diagnostics. Joint learning of language tasks in association with vision tasks (association of image features with text annotation) adds an additional level of challenge. ...

Published: 4/8/2024 | Inventor(s): Xiaosong Wang, Yifan Peng, Le Lu, Zhiyong Lu, Ronald Summers

Keywords(s): Computer Assisted Diagnostics, Computer Vision, Deep Learning, Medical Imaging Informatics, National Institutes of Health Clinical Center, NIHCC, PACS, Picture Archiving and Communication Systems

Category(s): Collaboration Sought > Licensing, Application > Software / Apps