Global Epidemiology of Acute Kidney Injury in Hospitalised Patients with Decompensated Cirrhosis: the International Club of Ascites GLOBAL AKI Prospective, Multicentre, Cohort Study.
The lancet Gastroenterology & hepatology(2025)
Toronto Centre for Liver Disease | Liver Unit | Department of Hepatology | Baylor University Medical Center | Division of Gastroenterology and Hepatology | Department of Tropical Medicine | Department of Gastroenterology and Hepatology | Department of Gastroenterology | Central Military Hospital | Departamento del Aparato Digestivo | Institute of Liver and Biliary Sciences | Hepatology and Gastroenterology Unit | Gastroenterology and Hepatology Department | Department of Medicine II | Gastroenterology and Hepatology Unit | Department of Medical and Surgical Sciences | Department of Internal Medicine | Departamento de Gastroenterología | Gastroenterology Unit | Department of Translational and Precision Medicine | Gastro Unit | Institute of Clinical Research | Servicio de Gastroenterología | Medical Department III | Addis Ababa University | Liver Research Centre Ghent | Ente Ospedaliero Cantonale | Department of Medicine | Hepatology and Liver Intensive Care
- 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
