Search Results - elena-raluca+nicoli

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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

Progressive and Multipath Neural Network for Medical Image Segmentation

Abstract: The technology relates to software, systems, and methods for automated medical image segmentation via deep learning. Standard holistically-nested networks (HNNs) used in computer vision and medical imaging for segmentation and edge detection have a problem with coarsening resolution. The described technology addresses this. Simple, progressive...

Published: 4/8/2024 | Inventor(s): Adam Harrison, Ziyue Xu, Le Lu, Ronald Summers, Daniel Mollura

Keywords(s): Automated Medical Image, Coarsening Resolution, Computer Assisted Diagnostic, Deep Learning, Diagnostics, Holistically-nested networks (HNNs), Image Segmentation, Medical Imaging, Medical Imaging Processing, Segmentation

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

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

Human Fibroblast Cell Lines from Patients with Gangliosidosis Diseases for the Screening of Disease Therapeutics

This technology includes cell lines from patients with gangliosidosis diseases for the screening of potential therapeutics. Gangliosidosis contains different types of lipid storage disorders caused by the accumulation of lipids known as gangliosides. GM1 gangliosidosis is an ultra-rare lysosomal storage disorder caused by mutations in galactosidase...

Published: 7/25/2024 | Inventor(s): Elena-Raluca Nicoli, Cynthia Tifft

Keywords(s): Cell, DISEASES, Fibroblast, Gangllosldosls, Human, Lines, Patients, VEXXXX, VPXXXX, WBXXXX, WFXXXX, XCXXXX

Category(s): TherapeuticArea > Oncology, TherapeuticArea > Dental, Application > Consumer Products, TherapeuticArea > Infectious Disease, TherapeuticArea > Neurology, TherapeuticArea > Ophthalmology, Application > Diagnostics, TherapeuticArea > Endocrinology, TherapeuticArea > Cardiology, Application > Research Materials, Application > Occupational Safety and Health