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Predicting Age-related Macular Degeneration Progression with Longitudinal Fundus Images Using Deep Learning.

, , , , , , , , and . MLMI@MICCAI, volume 13583 of Lecture Notes in Computer Science, page 11-20. Springer, (2022)

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Extracting chemical-protein relations with ensembles of SVM and deep learning models., , , and . Database J. Biol. Databases Curation, (2018)Editorial: Pattern recognition for healthcare analytics., , and . Frontiers Digit. Health, (March 2023)Improving Joint Learning of Chest X-Ray and Radiology Report by Word Region Alignment., , , , , and . MLMI@MICCAI, volume 12966 of Lecture Notes in Computer Science, page 110-119. Springer, (2021)TieNet: Text-Image Embedding Network for Common Thorax Disease Classification and Reporting in Chest X-Rays., , , , and . CVPR, page 9049-9058. Computer Vision Foundation / IEEE Computer Society, (2018)Deep Optics for Single-Shot High-Dynamic-Range Imaging., , , and . CVPR, page 1372-1382. Computer Vision Foundation / IEEE, (2020)Improving BERT Model Using Contrastive Learning for Biomedical Relation Extraction., , and . BioNLP@NAACL-HLT, page 1-10. Association for Computational Linguistics, (2021)Lymph node detection in T2 MRI with transformers., , , , , , and . Medical Imaging: Computer-Aided Diagnosis, volume 12033 of SPIE Proceedings, SPIE, (2022)Leveraging Deep Representations of Radiology Reports in Survival Analysis for Predicting Heart Failure Patient Mortality., , , , and . NAACL-HLT, page 4533-4538. Association for Computational Linguistics, (2021)Optimizing Embedding Space with Sub-categorical Supervised Pre-training: A Theoretical Approach Towards Improving Sepsis Prediction., , , , , and . ICHI, page 101-110. IEEE, (2023)Text Mining Radiology Reports for Deep Learning Radiology Images., , , , , and . AMIA, AMIA, (2017)