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For the Inventor, By the Inventor

Palo Alto, CA, United States of America

Ehsan Dehghan Marvast

This inventor holds 20 USPTO granted patents and 1 published patent application, primarily in Medical Imaging. Top assignees: International Business Machines Corporation, Guerbet, Merative US L.p.. Active years: 2019-2024.

IDiyas Innovation Intelligence. (2026). Inventor Profile: Ehsan Dehghan Marvast. Retrieved from https://idiyas.com/inventor/ehsan-dehghan-marvast-g6fmfe0m

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

USPTO Granted Patents = 20 

% Patents Active = 100.0

Average Co-Inventor Count = 3.6

ph-index = 3

Forward Citations = 20(Granted Patents)


Company Filing History:

goldMedal16 out of 166,409 
 
International Business Machines Corporation
 patents
silverMedal1 out of 51 
 
Guerbet
 patents
bronzeMedal1 out of 38 
 
Merative US L.p.
 patents
where one patent can have more than one assignee

Years Active: 2019-2024

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Areas of Expertise:
Disease Detection
Medical Imaging
Echocardiograph
Machine Learning
Attention Mechanisms
Segmentation
Automated Diagnosis
Image Processing
Volumetric Imaging
Characterization
Synthetic Image Generation
Aortic Pathologies
20 patents (USPTO):Explore Patents
1. 11967067 - Disease detection with masked attention (2024-04-23),
2. 11875898 - Automatic condition diagnosis using an attention-guided framework (2024-01-16),
3. 11830187 - Automatic condition diagnosis using a segmentation-guided framework (2023-11-28),
4. 11813113 - Automated extraction of echocardiograph measurements from medical images (2023-11-14),
5. 11694297 - Determining appropriate medical image processing pipeline based on machine learning (2023-07-04),
6. 11417424 - Disease detection from weakly annotated volumetric medical images using convolutional long short-term memory and multiple instance learning (2022-08-16),
7. 11195273 - Disease detection from weakly annotated volumetric medical images using convolutional long short-term memory (2021-12-07),
8. 11094034 - Determining appropriate medical image processing pipeline based on machine learning (2021-08-17),
9. 11080326 - Intelligently organizing displays of medical imaging content for rapid browsing and report creation (2021-08-03),
10. 10987013 - Automated extraction of echocardiograph measurements from medical images (2021-04-27),
11. 10930386 - Automated normality scoring of echocardiograms (2021-02-23),
12. 10910098 - Automatic summarization of medical imaging studies (2021-02-02),
13. 10740866 - Determining appropriate medical image processing pipeline based on machine learning (2020-08-11),
14. 10733265 - Medical image manager with automated synthetic image generator (2020-08-04),
15. 10719580 - Medical image manager with automated synthetic image generator (2020-07-21),

Ehsan Dehghan Marvast: Pioneering Innovations in Medical Imaging

Introduction

Ehsan Dehghan Marvast, based in Palo Alto, CA, is a prominent inventor known for his significant contributions to the field of medical imaging and condition detection. With an impressive portfolio of 20 patents, his work focuses on the intersection of deep learning and healthcare technologies.

Latest Patents

Among his latest innovations is the patent for "Disease detection with masked attention." This invention involves a candidate generator that produces a set of candidate three-dimensional image patches from input volumes. A candidate classifier then examines these patches to determine their potential for containing disease. This process employs attention masks that help to enhance essential image regions while minimizing confusion from non-relevant areas. Additionally, Ehsan has patented "Automatic condition diagnosis using an attention-guided framework," which involves methods for training computer-aided detection systems. This method utilizes multiple images from patients, applying deep learning networks to generate attention maps and probabilities for conditions, significantly improving diagnostic accuracy.

Career Highlights

Throughout his career, Ehsan has worked with reputed organizations such as IBM and Guerbet, where he applied his skills in developing cutting-edge technologies. His contributions not only enhance the effectiveness of medical imaging but also pave the way for more precise and automated diagnostic processes.

Collaborations

Ehsan has collaborated with notable individuals in his field, such as Tanveer Fathima Syeda-Mahmood and David James Beymer. These collaborative efforts have further strengthened his innovations in medical imaging and patent applications, leading to impactful results within the healthcare sector.

Conclusion

Ehsan Dehghan Marvast's work exemplifies the powerful fusion of technology and healthcare. Through his continuous innovation and numerous patents, he is influencing the future of disease detection and diagnosis, making significant strides that can lead to improved patient outcomes.

Profile summary based on public USPTO records.
Data Sources: USPTO Patent Grant XML, Patent Center, EPO & CIPO • Normalized by IDiyas Innovation Graph. Methodology & provenance architecturePlease report any incorrect information to [email protected]
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