Breast Cancer Mortality after Diagnostic Radiography: Findings from the U.S. Scoliosis Cohort Study
Spine(2000)SCI 2区
NCI
- Pretraining has recently greatly promoted the development of natural language processing (NLP)
- We show that M6 outperforms the baselines in multimodal downstream tasks, and the large M6 with 10 parameters can reach a better performance
- We propose a method called M6 that is able to process information of multiple modalities and perform both single-modal and cross-modal understanding and generation
- The model is scaled to large model with 10 billion parameters with sophisticated deployment, and the 10 -parameter M6-large is the largest pretrained model in Chinese
- Experimental results show that our proposed M6 outperforms the baseline in a number of downstream tasks concerning both single modality and multiple modalities We will continue the pretraining of extremely large models by increasing data to explore the limit of its performance

被引用36
A New System for Measuring Three-Dimensional Back Shape in Scoliosis
被引用130
Automatic Cobb Angle Measurement System by Using Nuclear Medicine Whole Body Bone Scan.
被引用24
被引用2
Medical Radiation Exposure and Breast Cancer Risk: Findings from the Breast Cancer Family Registry
被引用82
Increased Frequency of Chromosome Translocations Associated with Diagnostic X-Ray Examinations.
被引用26
Multiple Diagnostic X-rays for Spine Deformities and Risk of Breast Cancer
被引用149
被引用42
Imaging in scoliosis from the orthopaedic surgeon's point of view.
被引用24
被引用220
Diagnosis of Abdominal Aortic Hypoplasia by State-of-the-art MR Angiography.
被引用13
被引用266
Cancer risks following diagnostic and therapeutic radiation exposure in children
被引用495
Female Breast Radiation Exposure During CT Pulmonary Angiography.
被引用262
被引用203
Imaging in Pediatric Patients: Time to Think Again about Surveillance
被引用37
Response to “commentary: What Can Epidemiology Tell Us about Risks at Low Doses?”
被引用8
The Social Security Administration "presumed Living" Search.
被引用3
Cancer Risks Attributable to Low Doses of Ionizing Radiation: Assessing What We Really Know
被引用2247
Clinical Applications of the EOS System in Diseases of the Locomotor Apparatus
被引用0