Smoking & Tobacco

Latest AI and machine learning research in smoking & tobacco for healthcare professionals.

3,117 articles

Conventional Machine Learning and Deep Learning Approach for Multi-Classification of Breast Cancer Histopathology Images-a Comparative Insight.

Automatic multi-classification of breast cancer histopathological images has remained one of the top...

Jun 2020 PMID: 31900812

FCN Based Label Correction for Multi-Atlas Guided Organ Segmentation.

Segmentation of medical images using multiple atlases has recently gained immense attention due to t...

Apr 2020 PMID: 31898145

PAGE-Net: Interpretable and Integrative Deep Learning for Survival Analysis Using Histopathological Images and Genomic Data.

The integration of multi-modal data, such as histopathological images and genomic data, is essential...

Jan 2020 PMID: 31797610

Deep Learning for Detection of Complete Anterior Cruciate Ligament Tear.

Deep learning for MRI detection of sports injuries poses unique challenges. To address these difficu...

Dec 2019 PMID: 30859341

Applying Natural Language Processing to Evaluate News Media Coverage of Bullying and Cyberbullying.

Bullying events have frequently been the focus of coverage by news media, including news stories abo...

Nov 2019 PMID: 31414277

Breast Cancer Classification from Histopathological Images with Inception Recurrent Residual Convolutional Neural Network.

The Deep Convolutional Neural Network (DCNN) is one of the most powerful and successful deep learnin...

Aug 2019 PMID: 30756265

Low Complexity CNN Structure for Automatic Bleeding Zone Detection in Wireless Capsule Endoscopy Imaging.

Wireless capsule endoscopy (WCE) is a swallowable device used for screening different parts of the h...

Jul 2019 PMID: 31947501

Simultaneous Tissue Classification and Lateral Ventricle Segmentation via a 2D U-net Driven by a 3D Fully Convolutional Neural Network.

In this paper, we proposed and validated a novel and fully automatic pipeline for simultaneous tissu...

Jul 2019 PMID: 31947198

Patch Based Texture Classification of Thyroid Ultrasound Images using Convolutional Neural Network.

Ultrasound (US) is an affordable and important imaging modality in medical imaging without potential...

Jul 2019 PMID: 31947177

Using Machine Learning Applied to Real-World Healthcare Data for Predictive Analytics: An Applied Example in Bariatric Surgery.

OBJECTIVES: Laparoscopic metabolic surgery (MxS) can lead to remission of type 2 diabetes (T2D); how...

May 2019 PMID: 31104738

Using Elastic Net Penalized Cox Proportional Hazards Regression to Identify Predictors of Imminent Smoking Lapse.

INTRODUCTION: Machine learning algorithms such as elastic net regression and backward selection prov...

Jan 2019 PMID: 29059349

A Deep Unsupervised Learning Approach Toward MTBI Identification Using Diffusion MRI.

Mild traumatic brain injury is a growing public health problem with an estimated incidence of over 1...

Jul 2018 PMID: 30440621

Patch-level Tumor Classification in Digital Histopathology Images with Domain Adapted Deep Learning.

Tumor histopathology is a crucial step in cancer diagnosis which involves visual inspection of imagi...

Jul 2018 PMID: 30440479

Polyp Segmentation in Colonoscopy Images Using Fully Convolutional Network.

Colorectal cancer is one of the highest causes of cancer-related death, especially in men. Polyps ar...

Jul 2018 PMID: 30440343

Intelligent Parameter Tuning in Optimization-Based Iterative CT Reconstruction via Deep Reinforcement Learning.

A number of image-processing problems can be formulated as optimization problems. The objective func...

Jun 2018 PMID: 29870371

Artificial Neural Network Enhanced Bayesian PET Image Reconstruction.

In positron emission tomography (PET) image reconstruction, the Bayesian framework with various regu...

Jun 2018 PMID: 29870360

Machine Learning for Fetal Growth Prediction.

Birthweight is often used as a proxy for fetal weight. Problems with this practice have recently bee...

Mar 2018 PMID: 29199998

Development of a Culturally Appropriate Smokeless Tobacco Cessation Program for American Indians.

This study describes a multiphasic approach to the development of a smokeless tobacco cessation prog...

Jan 2018 PMID: 30906672

Machine-Learning Prediction of Drug-Induced Cardiac Arrhythmia: Analysis of Gene Expression and Clustering.

A marked delay in the electrical repolarization of heart ventricles is characterized by prolongation...

Jan 2018 PMID: 30311557

Handmade trileaflet valve design and validation for patch-valved conduit reconstruction using generalized regression machine learning model.

Pulmonary valve diseases include the different degrees of aortic stenosis or congenital defects in c...

Jan 2018 PMID: 30040769

Tobacco use status from clinical notes using Natural Language Processing and rule based algorithm.

BACKGROUND: This cross-sectional retrospective study utilized Natural Language Processing (NLP) to e...

Jan 2018 PMID: 29614708

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