Jianming Liang
Arizona State University
H-index: 44
North America-United States
Top articles of Jianming Liang
Representing Part-Whole Hierarchies in Foundation Models by Learning Localizability, Composability, and Decomposability from Anatomy via Self-Supervision
arXiv preprint arXiv:2404.15672
2024/4/24
Mohammad Reza Hosseinzadeh Taher
H-Index: 2
Jianming Liang
H-Index: 27
Stepwise incremental pretraining for integrating discriminative, restorative, and adversarial learning
Medical Image Analysis
2024/4/16
Jianming Liang
H-Index: 27
SYSTEMS, METHODS, AND APPARATUSES FOR IMPLEMENTING DISCRIMINATIVE, RESTORATIVE, AND ADVERSARIAL (DiRA) LEARNING USING STEPWISE INCREMENTAL PRE-TRAINING FOR MEDICAL IMAGE ANALYSIS
2023/9/7
Systems, methods, and apparatuses for the generation of self-taught models genesis absent manual labeling for the processing of medical imaging
2022/8/18
Systems, methods, and apparatuses for training a deep model to learn contrastive representations embedded within part-whole semantics via a self-supervised learning framework
2024/2/27
Self-supervised learning for medical image analysis: Discriminative, restorative, or adversarial?
Medical Image Analysis
2024/1/28
Segmentation and classification: theories, algorithms and applications
Frontiers in Computer Science
2024/1/18
Xiaohao Cai
H-Index: 11
Jianming Liang
H-Index: 27
Seeking an optimal approach for Computer-aided Diagnosis of Pulmonary Embolism
Medical image analysis
2024/1/1
Learning Anatomically Consistent Embedding for Chest Radiography
arXiv preprint arXiv:2312.00335
2023/12/1
Jianming Liang
H-Index: 27
Towards foundation models learned from anatomy in medical imaging via self-supervision
2023/10/12
Mohammad Reza Hosseinzadeh Taher
H-Index: 2
Jianming Liang
H-Index: 27
Foundation Ark: Accruing and Reusing Knowledge for Superior and Robust Performance
2023/10/1
Jianming Liang
H-Index: 27
Systems, methods, and apparatuses for implementing self-supervised domain-adaptive pre-training via a transformer for use with medical image classification
2023/9/28
Systems, methods, and apparatuses for learning semantics-enriched representations via self-discovery, self-classification, and self-restoration in the context of medical imaging
2023/9/19
SYSTEMS, METHODS, AND APPARATUSES FOR IMPLEMENTING A SELF-SUPERVISED LEARNING FRAMEWORK FOR EMPOWERING INSTANCE DISCRIMINATION IN MEDICAL IMAGING USING CONTEXT-AWARE INSTANCE …
2013/6/12
Systems, methods, and apparatuses for systematically determining an optimal approach for the computer-aided diagnosis of a pulmonary embolism
2023/3/16
SYSTEMS, METHODS, AND APPARATUSES FOR GENERATING PRE-TRAINED MODELS FOR nnU-Net THROUGH THE USE OF IMPROVED TRANSFER LEARNING TECHNIQUES
2023/3/9
Caid: Context-aware instance discrimination for self-supervised learning in medical imaging
2022/4/15
Evaluating a high-resolution urban fossil CO2 emissions inventory using eddy-covariance flux measurements and source partitioning
Authorea Preprints
2022/11/21
Systems, methods, and apparatuses for implementing transferable visual words by exploiting the semantics of anatomical patterns for self-supervised learning
2022/9/29
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