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Medical Ethics / Professional Responsibility

Latest AI and machine learning research in medical ethics / professional responsibility for healthcare professionals.

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Optic Disc and Cup Image Segmentation Utilizing Contour-Based Transformation and Sequence Labeling Networks.

Optic disc (OD) and optic cup (OC) segmentation are important steps for automatic screening and diag...

Mar 2020 32193703
Modeling the Research Landscapes of Artificial Intelligence Applications in Diabetes (GAP).

The rising prevalence and global burden of diabetes fortify the need for more comprehensive and effe...

Mar 2020 32192211
Anonymization Through Data Synthesis Using Generative Adversarial Networks (ADS-GAN).

The medical and machine learning communities are relying on the promise of artificial intelligence (...

Mar 2020 32167919
Imaging research in fibrotic lung disease; applying deep learning to unsolved problems.

Over the past decade, there has been a groundswell of research interest in computer-based methods fo...

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Feb 2020 32109428
Enabling a Single Deep Learning Model for Accurate Gland Instance Segmentation: A Shape-Aware Adversarial Learning Framework.

Segmenting gland instances in histology images is highly challenging as it requires not only detecti...

Jan 2020 31944936
Bimodal Automated Carotid Ultrasound Segmentation Using Geometrically Constrained Deep Neural Networks.

For asymptomatic patients suffering from carotid stenosis, the assessment of plaque morphology is an...

Jan 2020 31944969
A study of deep learning methods for de-identification of clinical notes in cross-institute settings.

BACKGROUND: De-identification is a critical technology to facilitate the use of unstructured clinica...

Dec 2019 31801524
Real-Time Visual Tracking with Variational Structure Attention Network.

Online training framework based on discriminative correlation filters for visual tracking has recent...

Nov 2019 31717609
Automatic kidney segmentation in ultrasound images using subsequent boundary distance regression and pixelwise classification networks.

It remains challenging to automatically segment kidneys in clinical ultrasound (US) images due to th...

Nov 2019 31760193
Affinity and class probability-based fuzzy support vector machine for imbalanced data sets.

The learning problem from imbalanced data sets poses a major challenge in data mining community. Alt...

Nov 2019 31739268
Anomaly Detection of Moderate Traumatic Brain Injury Using Auto-Regularized Multi-Instance One-Class SVM.

Detection and quantification of functional deficits due to moderate traumatic brain injury (mTBI) is...

Oct 2019 31647439
The ethical, legal and social implications of using artificial intelligence systems in breast cancer care.

Breast cancer care is a leading area for development of artificial intelligence (AI), with applicati...

Oct 2019 31677530
Generic Isolated Cell Image Generator.

Building automated cancer screening systems based on image analysis is currently a hot topic in comp...

Oct 2019 31593370
A segmentation method combining probability map and boundary based on multiple fully convolutional networks and repetitive training.

Cell nuclei image segmentation technology can help researchers observe each cell's stress response t...

Sep 2019 30808019
Encoder-decoder with dense dilated spatial pyramid pooling for prostate MR images segmentation.

Automatic segmentation of prostate magnetic resonance (MR) images has great significance for the dia...

Aug 2019 31424279
Boundary-Weighted Domain Adaptive Neural Network for Prostate MR Image Segmentation.

Accurate segmentation of the prostate from magnetic resonance (MR) images provides useful informatio...

Aug 2019 31425022
A deep learning algorithm for one-step contour aware nuclei segmentation of histopathology images.

This paper addresses the task of nuclei segmentation in high-resolution histopathology images. We pr...

Jul 2019 31346949
Breast pectoral muscle segmentation in mammograms using a modified holistically-nested edge detection network.

This paper presents a method for automatic breast pectoral muscle segmentation in mediolateral obliq...

Jun 2019 31254729
The Current Research Landscape on the Artificial Intelligence Application in the Management of Depressive Disorders: A Bibliometric Analysis.

Artificial intelligence (AI)-based techniques have been widely applied in depression research and tr...

Jun 2019 31216619
Locally linear SVMs based on boundary anchor points encoding.

In this paper, we propose a locally linear classifier based on boundary anchor points encoding (LLBA...

May 2019 31207480
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