Issued Patents 2025
Showing 1–10 of 10 patents
| Patent # | Title | Co-Inventors | Date |
|---|---|---|---|
| 12430767 | Systems, methods, and apparatuses for implementing contrastive learning via reconstruction within a self-supervised learning framework | Ruibin Feng, Zongwei Zhou | 2025-09-30 |
| 12394186 | Systems, methods, and apparatuses for implementing self-supervised domain-adaptive pre-training via a transformer for use with medical image classification | DongAo Ma, Jiaxuan Pang, Nahid Islam, Mohammad Reza Hosseinzadeh Taher, Fatemeh Haghighi | 2025-08-19 |
| 12387324 | Systems, methods, and apparatuses for implementing discriminative, restorative, and adversarial (DiRA) learning for self-supervised medical image analysis | Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher | 2025-08-12 |
| 12340907 | Systems, methods, and apparatuses for implementing advancements towards annotation efficient deep learning in computer-aided diagnosis | Zongwei Zhou | 2025-06-24 |
| 12322098 | Systems, methods, and apparatuses for generating pre-trained models for nnU-net through the use of improved transfer learning techniques | Shivam Bajpai | 2025-06-03 |
| 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 | Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Zongwei Zhou | 2025-04-15 |
| 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 | Zongwei Zhou, Vatsal Sodha, Md Mahfuzur Rahman Siddiquee, Ruibin Feng, Nima Tajbakhsh | 2025-03-25 |
| 12236592 | Systems, methods, and apparatuses for systematically determining an optimal approach for the computer-aided diagnosis of a pulmonary embolism | Nahid Islam, Shiv Gehlot, Zongwei Zhou | 2025-02-25 |
| 12229920 | Systems, methods, and apparatuses for implementing fixed-point image-to-image translation using improved generative adversarial networks (GANs) | Zongwei Zhou, Nima Tajbakhsh, Md Mahfuzur Rahman Siddiquee | 2025-02-18 |
| 12216737 | Systems, methods, and apparatuses for actively and continually fine-tuning convolutional neural networks to reduce annotation requirements | Zongwei Zhou, Jae Shin | 2025-02-04 |