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Surveys

Latest AI and machine learning research in surveys for healthcare professionals.

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Predicting User Susceptibility to Phishing Based on Multidimensional Features.

While antiphishing techniques have evolved over the years, phishing remains one of the most threaten...

Mix-and-Interpolate: A Training Strategy to Deal With Source-Biased Medical Data.

Till March 31st, 2021, the coronavirus disease 2019 (COVID-19) had reportedly infected more than 127...

Evaluating pointwise reliability of machine learning prediction.

Interest in Machine Learning applications to tackle clinical and biological problems is increasing. ...

Marine Robotics for Deep-Sea Specimen Collection: A Systematic Review of Underwater Grippers.

The collection of delicate deep-sea specimens of biological interest with remotely operated vehicle ...

Imputation by feature importance (IBFI): A methodology to envelop machine learning method for imputing missing patterns in time series data.

A new methodology, imputation by feature importance (IBFI), is studied that can be applied to any ma...

Automatic coronavirus disease 2019 diagnosis based on chest radiography and deep learning - Success story or dataset bias?

PURPOSE: Over the last 2 years, the artificial intelligence (AI) community has presented several aut...

Self-relabeling for noise-tolerant retina vessel segmentation through label reliability estimation.

BACKGROUND: Retinal vessel segmentation benefits significantly from deep learning. Its performance r...

Global Trends and Hotspots in Research on Rehabilitation Robots: A Bibliometric Analysis From 2010 to 2020.

In recent years, with the development of medical science and artificial intelligence, research on r...

Predicting liver cancers using skewed epidemiological data.

Liver Cancer is a threat to human health and life over the world. The key to reduce liver cancer inc...

HESML: a real-time semantic measures library for the biomedical domain with a reproducible survey.

BACKGROUND: Ontology-based semantic similarity measures based on SNOMED-CT, MeSH, and Gene Ontology ...

A Tutorial on Generative Adversarial Networks with Application to Classification of Imbalanced Data.

A challenge unique to classification model development is imbalanced data. In a binary classificatio...

AMMU: A survey of transformer-based biomedical pretrained language models.

Transformer-based pretrained language models (PLMs) have started a new era in modern natural languag...

Application of Reinforcement Learning and Deep Learning in Multiple-Input and Multiple-Output (MIMO) Systems.

The current wireless communication infrastructure has to face exponential development in mobile traf...

Selective prediction-set models with coverage rate guarantees.

The current approach to using machine learning (ML) algorithms in healthcare is to either require cl...

Dietary intake and major source foods of vitamin E among Koreans: findings of the Korea National Health and Nutrition Examination Survey 2016-2019.

BACKGROUND/OBJECTIVES: Vitamin E is essential for health, and although vitamin E deficiency seems ra...

Artificial Intelligence in Medicine: A Multinational Multi-Center Survey on the Medical and Dental Students' Perception.

The emerging field of artificial intelligence (AI) will probably affect the practice for the next g...

Development and Validation of an Objective Scoring Tool for Robot-Assisted Partial Nephrectomy: Scoring for Partial Nephrectomy.

To develop a structured and objective scoring tool for assessment of robot-assisted partial nephrec...

Perceptions of the use of artificial intelligence in the diagnosis of skin cancer: an outpatient survey.

BACKGROUND: Convolutional neural networks (artificial intelligence, AI) are rapidly appearing within...

A survey on graph-based deep learning for computational histopathology.

With the remarkable success of representation learning for prediction problems, we have witnessed a ...

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