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Scottsdale, AZ, United States of America

Jianming Liang

This inventor holds 45 USPTO granted patents and 25 published patent applications, primarily in Medical Imaging. Top assignees: Arizona State University, Mayo Foundation for Medical Education and Research. Active years: 2015-2026.

USPTO Granted Patents = 45 (Patent Applications = 25)

% Patents Active = 77.8

Average Co-Inventor Count = 2.9

ph-index = 10

Forward Citations = 257(Granted Patents)

Location History:

Phoenix, AZ (US) (2015 - 2020)
Scottsdale, AZ (US) (2016 - 2024)

Company Filing History:

45 out of 2,150

Arizona State University

patents

10 out of 1,804

Mayo Foundation for Medical Education and Research

patents

where one patent can have more than one assignee

Years Active: 2015-2026

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Areas of Expertise:

Self-Supervised Learning

Medical Image Analysis

Image Segmentation

Contrastive Learning

Pulmonary Embolism

Annotation Efficiency

Transfer Learning

Deep Learning

Generative Adversarial Networks

AI Models

Computer-Aided Diagnosis

Convolutional Neural Networks

45 patents (USPTO):Sort by Forward CitationsExplore Patents

1. 12731676 - Systems, methods, and apparatuses for accruing and reusing knowledge (ARK) for superior and robust performance by a trained AI model for use with medical image classification (2026-09-08),

2. 12639932 - Systems, methods, and apparatuses for learning foundation models from anatomy in medical imaging for use with medical image classification and segmentation (2026-05-26),

3. 12626340 - Systems, methods, and apparatuses for implementing self-supervised visual representation learning using order and appearance recovery on a vision transformer (2026-05-12),

4. 12572813 - Systems, methods, and apparatuses for implementing discriminative, restorative, and adversarial (DiRA) learning using stepwise incremental pre-training for medical image analysis (2026-03-10),

5. 12505593 - Systems, methods, and apparatuses for implementing a self-supervised learning framework for empowering instance discrimination in medical imaging using context-aware instance discrimination (CAiD) (2025-12-23),

6. 12469315 - Systems, methods, and apparatuses for implementing transferable visual words by exploiting the semantics of anatomical patterns for self-supervised learning (2025-11-11),

7. 12430767 - Systems, methods, and apparatuses for implementing contrastive learning via reconstruction within a self-supervised learning framework (2025-09-30),

8. 12394186 - Systems, methods, and apparatuses for implementing self-supervised domain-adaptive pre-training via a transformer for use with medical image classification (2025-08-19),

9. 12387324 - Systems, methods, and apparatuses for implementing discriminative, restorative, and adversarial (DiRA) learning for self-supervised medical image analysis (2025-08-12),

10. 12340907 - Systems, methods, and apparatuses for implementing advancements towards annotation efficient deep learning in computer-aided diagnosis (2025-06-24),

11. 12322098 - Systems, methods, and apparatuses for generating pre-trained models for nnU-net through the use of improved transfer learning techniques (2025-06-03),

12. 12277687 - Systems, methods, and apparatuses for the use of transferable visual words for AI models through self-supervised learning in the absence of manual labeling for the processing of medical imaging (2025-04-14),

13. 12260622 - Systems, methods, and apparatuses for the generation of source models for transfer learning to application specific models used in the processing of medical imaging (2025-03-25),

14. 12236592 - Systems, methods, and apparatuses for systematically determining an optimal approach for the computer-aided diagnosis of a pulmonary embolism (2025-02-25),

15. 12229920 - Systems, methods, and apparatuses for implementing fixed-point image-to-image translation using improved generative adversarial networks (GANs) (2025-02-18),

Title: Inventor Jianming Liang - Revolutionizing Technology

Introduction: Jianming Liang, a brilliant inventor based in Scottsdale, AZ, is renowned for his groundbreaking contributions to the field of technology.

Latest Patents: Jianming Liang holds several patents in the areas of artificial intelligence, renewable energy, and biotechnology, showcasing his diverse range of expertise and innovative thinking.

Career Highlights: With a career spanning over two decades, Jianming Liang has worked for leading tech companies, spearheading research and development projects that have led to significant advancements in various industries.

Collaborations: Throughout his career, Jianming Liang has collaborated with top researchers, engineers, and scientists from around the world, fostering a culture of innovation and excellence in all his projects.

Conclusion: Jianming Liang's passion for innovation and his relentless pursuit of technological advancement continue to inspire the next generation of inventors and shape the future of technology.

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