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05/09/2023
Enhancing Clinical Predictive Modeling through Model Complexity-Driven Class Proportion Tuning for Class Imbalanced Data: An Empirical Study on Opioid Overdose Prediction
Class imbalance problems widely exist in the medical field and heavily d...
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09/26/2022
Taking a Respite from Representation Learning for Molecular Property Prediction
Artificial intelligence (AI) has been widely applied in drug discovery w...
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08/09/2022
A Multimodal Transformer: Fusing Clinical Notes with Structured EHR Data for Interpretable In-Hospital Mortality Prediction
Deep-learning-based clinical decision support using structured electroni...
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06/09/2021
Artificial Intelligence in Drug Discovery: Applications and Techniques
Artificial intelligence (AI) has been transforming the practice of drug ...
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05/27/2021
Selective Knowledge Distillation for Neural Machine Translation
Neural Machine Translation (NMT) models achieve state-of-the-art perform...
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10/09/2020
Identifying Risk of Opioid Use Disorder for Patients Taking Opioid Medications with Deep Learning
The United States is experiencing an opioid epidemic, and there were mor...
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03/26/2020
Towards Better Opioid Antagonists Using Deep Reinforcement Learning
Naloxone, an opioid antagonist, has been widely used to save lives from ...
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11/16/2019
Liver Steatosis Segmentation with Deep Learning Methods
Liver steatosis is known as the abnormal accumulation of lipids within c...
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11/28/2018
Disease phenotyping using deep learning: A diabetes case study
Characterization of a patient clinical phenotype is central to biomedica...
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06/24/2018
Analysis of Cellular Feature Differences of Astrocytomas with Distinct Mutational Profiles Using Digitized Histopathology Images
Cellular phenotypic features derived from histopathology images are the ...
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06/24/2018
Segmentation of Overlapped Steatosis in Whole-Slide Liver Histopathology Microscopy Images
An accurate steatosis quantification with pathology tissue samples is of...
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11/15/2017