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Medical Diagnosis

5 papers with code · Medical

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Multi-layer Representation Learning for Medical Concepts

17 Feb 2016mp2893/med2vec

Learning efficient representations for concepts has been proven to be an important basis for many applications such as machine translation or document classification.

DOCUMENT CLASSIFICATION MACHINE TRANSLATION MEDICAL DIAGNOSIS REPRESENTATION LEARNING

DeepMiner: Discovering Interpretable Representations for Mammogram Classification and Explanation

31 May 2018jimmyyhwu/ddsm-visual-primitives

We propose DeepMiner, a framework to discover interpretable representations in deep neural networks and to build explanations for medical predictions.

MEDICAL DIAGNOSIS

D-UNet: a dimension-fusion U shape network for chronic stroke lesion segmentation

14 Aug 2019SZUHvern/D-UNet

This function adds a weighted focal coefficient and combines two traditional loss functions.

LESION SEGMENTATION MEDICAL DIAGNOSIS SEMANTIC SEGMENTATION

AMI-Net+: A Novel Multi-Instance Neural Network for Medical Diagnosis from Incomplete and Imbalanced Data

3 Jul 2019Zeyuan-Wang/AMI-Netv2

In medical real-world study (RWS), how to fully utilize the fragmentary and scarce information in model training to generate the solid diagnosis results is a challenging task.

MEDICAL DIAGNOSIS

Attention-based Multi-instance Neural Network for Medical Diagnosis from Incomplete and Low Quality Data

9 Apr 2019Zeyuan-Wang/AMI-Net

However, in many real-world cases, data is often of low-quality due to a variety of reasons, such as data consistency, integrity, completeness, accuracy, etc.

MEDICAL DIAGNOSIS