Gastroenterology | Oncology | Radiology A transformer-based deep learning model for early prediction of lymph node metastasis in locally advanced gastric cancer after neoadjuvant chemotherapy using pretreatment CT images. September 16, 2024
Ophthalmology Transformer-Based Deep Learning Prediction of 10-Degree Humphrey Visual Field Tests From 24-Degree Data. August 7, 2024
Genetics | Neurology | Psychiatry scMeFormer: a transformer-based deep learning model for imputing DNA methylation states in single cells enhances the detection of epigenetic alterations in schizophrenia. February 8, 2024
Genetics | Neurology Deep learning predicts DNA methylation regulatory variants in specific brain cell types and enhances fine mapping for brain disorders. January 31, 2024
Hepatology | Machine Learning | Transplant Surgery A Transformer-Based Deep Learning Approach for Fairly Predicting Post-Liver Transplant Risk Factors. November 22, 2023
Cardiology Automatic segmentation of atrial fibrillation and flutter in single-lead electrocardiograms by self-supervised learning and Transformer architecture. November 10, 2023
Radiology | Surgery | Transplantation Estimation of right lobe graft weight for living donor liver transplantation using deep learning-based fully automatic computed tomographic volumetry. October 18, 2023
Bioinformatics | Molecular Biology | Peptide Science Deep Learning Empowers the Discovery of Self-Assembling Peptides with Over 10 Trillion Sequences. September 26, 2023
Bioinformatics | Molecular Biology Inferring the Effects of Protein Variants on Protein-Protein Interactions with Interpretable Transformer Representations. September 13, 2023
Neurology | Oncology | Radiology Multimodal-based machine learning strategy for accurate and non-invasive prediction of intramedullary glioma grade and mutation status of molecular markers: a retrospective study. May 29, 2023
Oncology | Radiology MVI-TR: A Transformer-Based Deep Learning Model with Contrast-Enhanced CT for Preoperative Prediction of Microvascular Invasion in Hepatocellular Carcinoma. March 11, 2023