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Optimizing Embedding Space with Sub-categorical Supervised Pre-training: A Theoretical Approach Towards Improving Sepsis Prediction.

, , , , , and . ICHI, page 101-110. IEEE, (2023)

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Prostate lesion detection and localization based on locality alignment discriminant analysis., , , , , , , , , and . Medical Imaging: Computer-Aided Diagnosis, volume 10134 of SPIE Proceedings, page 101344A. SPIE, (2017)Three-dimensional ultrasound evaluation of the effects of pomegranate therapy on carotid plaque texture using locality preserving projection., , , , , , , , , and 1 other author(s). Comput. Methods Programs Biomed., (2020)Optimizing Embedding Space with Sub-categorical Supervised Pre-training: A Theoretical Approach Towards Improving Sepsis Prediction., , , , , and . ICHI, page 101-110. IEEE, (2023)Deep learning with noisy labels in medical prediction problems: a scoping review., , , , , and . J. Am. Medical Informatics Assoc., 31 (7): 1596-1607 (2024)Multimodal Image Classification by Multiview Latent Pattern Extraction, Selection, and Correlation., , , , and . IEEE Trans. Neural Networks Learn. Syst., 35 (6): 8134-8148 (June 2024)An empirical study of using radiology reports and images to improve ICU mortality prediction., , , , , and . CoRR, (2023)A new classification method for diagnosing COVID-19 pneumonia based on joint CNN features of chest X-ray images and parallel pyramid MLP-mixer module., , , and . Neural Comput. Appl., 35 (23): 17187-17199 (August 2023)Using Radiomics as Prior Knowledge for Abnormality Classification and Localization in Chest X-rays., , , , , , and . CoRR, (2020)An end-to-end framework for diagnosing COVID-19 pneumonia via Parallel Recursive MLP module and Bi-LTSM correlation., , , and . MIDL, volume 227 of Proceedings of Machine Learning Research, page 416-425. PMLR, (2023)Radiology Text Analysis System (RadText): Architecture and Evaluation., , , , , and . ICHI, page 288-296. IEEE, (2022)