AIMC Topic: Machine Learning

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A dataset of simulated patient-physician medical interviews with a focus on respiratory cases.

Scientific data
Artificial Intelligence (AI) is playing a major role in medical education, diagnosis, and outbreak detection through Natural Language Processing (NLP), machine learning models and deep learning tools. However, in order to train AI to facilitate these...

Empowering the discovery of novel target-disease associations via machine learning approaches in the open targets platform.

BMC bioinformatics
BACKGROUND: The Open Targets (OT) Platform integrates a wide range of data sources on target-disease associations to facilitate identification of potential therapeutic drug targets to treat human diseases. However, due to the complexity that targets ...

Deep Learning Versus Traditional Solutions for Group Trajectory Outliers.

IEEE transactions on cybernetics
This article introduces a new model to identify a group of trajectory outliers from a large trajectory database and proposes several algorithms. These can be split into three categories: 1) algorithms based on data mining and knowledge discovery, whi...

ALSA: Adversarial Learning of Supervised Attentions for Visual Question Answering.

IEEE transactions on cybernetics
Visual question answering (VQA) has gained increasing attention in both natural language processing and computer vision. The attention mechanism plays a crucial role in relating the question to meaningful image regions for answer inference. However, ...

Perception Exploration on Robustness Syndromes With Pre-processing Entities Using Machine Learning Algorithm.

Frontiers in public health
The majority of the current-generation individuals all around the world are dealing with a variety of health-related issues. The most common cause of health problems has been found as depression, which is caused by intellectual difficulties. However,...

The Acoustic Dissection of Cough: Diving Into Machine Listening-based COVID-19 Analysis and Detection.

Journal of voice : official journal of the Voice Foundation
OBJECTIVES: The coronavirus disease 2019 (COVID-19) has caused a crisis worldwide. Amounts of efforts have been made to prevent and control COVID-19's transmission, from early screenings to vaccinations and treatments. Recently, due to the spring up ...