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05/30/2023
Less Likely Brainstorming: Using Language Models to Generate Alternative Hypotheses
A human decision-maker benefits the most from an AI assistant that corre...
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02/27/2023
Analyzing Impact of Socio-Economic Factors on COVID-19 Mortality Prediction Using SHAP Value
This paper applies multiple machine learning (ML) algorithms to a datase...
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02/16/2023
Using Explainable AI to Cross-Validate Socio-economic Disparities Among Covid-19 Patient Mortality
This paper applies eXplainable Artificial Intelligence (XAI) methods to ...
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12/06/2022
Attend Who is Weak: Pruning-assisted Medical Image Localization under Sophisticated and Implicit Imbalances
Deep neural networks (DNNs) have rapidly become a de facto choice for me...
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10/15/2022
RoS-KD: A Robust Stochastic Knowledge Distillation Approach for Noisy Medical Imaging
AI-powered Medical Imaging has recently achieved enormous attention due ...
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10/14/2022
Old can be Gold: Better Gradient Flow can Make Vanilla-GCNs Great Again
Despite the enormous success of Graph Convolutional Networks (GCNs) in m...
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05/25/2022
Understanding Factual Errors in Summarization: Errors, Summarizers, Datasets, Error Detectors
The propensity of abstractive summarization systems to make factual erro...
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10/27/2021
SCALP – Supervised Contrastive Learning for Cardiopulmonary Disease Classification and Localization in Chest X-rays using Patient Metadata
Computer-aided diagnosis plays a salient role in more accessible and acc...
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05/08/2020