Deep learning-based facial image analysis in medical research: a systematic review protocol

Evaluating Face2Gene as a Tool to Identify Cornelia de Lange Syndrome by Facial Phenotypes

(2020) Ana Latorre-Pellicer et al.   INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES

Facial feature of cancer patients: a deep learning based pilot study (Preprint)

(2020) Bin Liang et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Systematic review and meta-analysis of the relationship between genetic risk for schizophrenia and facial emotion recognition

(2020) David Martin et al.   SCHIZOPHRENIA RESEARCH

Clinical versus automated assessments of morphological variants in twins with and without neurodevelopmental disorders

(2020) Lynnea Myers et al.   AMERICAN JOURNAL OF MEDICAL GENETICS PART A

Protocol registration improves reporting quality of systematic reviews in dentistry

(2020) Mateus Bertolini Fernandes dos Santos et al.   BMC Medical Research Methodology

Prediction of Non-small Cell Lung Cancer Histology by a Deep Ensemble of Convolutional and Bidirectional Recurrent Neural Network

(2020) Dipanjan Moitra et al.   JOURNAL OF DIGITAL IMAGING

Chronic gastritis classification using gastric X-ray images with a semi-supervised learning method based on tri-training

(2020) Zongyao Li et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Deep learning in rare disease. Detection of tubers in tuberous sclerosis complex

(2020) Iván Sánchez Fernández et al.   PLoS One

Table Cleaning Task by Human Support Robot Using Deep Learning Technique

(2020) Jia Yin et al.   SENSORS

Deep-Learning-Based Indoor Human Following of Mobile Robot Using Color Feature

(2020) Redhwan Algabri et al.   SENSORS

Deep learning-based decision support system for the diagnosis of neoplastic gallbladder polyps on ultrasonography: Preliminary results

(2020) Younbeom Jeong et al.   Scientific Reports

Limb‐shaking transient ischemic attack with facial muscles involuntary twitch successfully treated with internal carotid artery stenting

(2020) Yuan‐yuan Han et al.   Brain and Behavior

Automatic classification of esophageal lesions in endoscopic images using a convolutional neural network

(2020) Gaoshuang Liu et al.   Annals of Translational Medicine

Enhanced deep learning algorithm development to detect pain intensity from facial expression images

(2020) Ghazal Bargshady et al.   EXPERT SYSTEMS WITH APPLICATIONS

Transfer learning using a multi-scale and multi-network ensemble for skin lesion classification

(2020) Amirreza Mahbod et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Feasibility of using deep learning to detect coronary artery disease based on facial photo

(2020) Shen Lin et al.   EUROPEAN HEART JOURNAL

Deep learning based classification of facial dermatological disorders

(2020) Evgin Goceri   COMPUTERS IN BIOLOGY AND MEDICINE

Protocol registration or development may benefit the design, conduct and reporting of dose-response meta-analysis: empirical evidence from a literature survey

(2019) Chang Xu et al.   BMC Medical Research Methodology

Increased facial asymmetry in autism spectrum conditions is associated with symptom presentation

(2019) Maryam Boutrus et al.   Autism Research

From Handcrafted to Deep-Learning-Based Cancer Radiomics: Challenges and opportunities

(2019) Parnian Afshar et al.   IEEE SIGNAL PROCESSING MAGAZINE

Road Environment Semantic Segmentation with Deep Learning from MLS Point Cloud Data

(2019) Balado et al.   SENSORS

Clinical Features of Tourette Syndrome

(2019) Chandler E. Gill et al.   JOURNAL OF CHILD NEUROLOGY

Dissecting racial bias in an algorithm used to manage the health of populations

(2019) Ziad Obermeyer et al.   SCIENCE

Artificial intelligence in cancer diagnosis and prognosis: Opportunities and challenges

(2019) Shigao Huang et al.   CANCER LETTERS

Addressing Bias in Artificial Intelligence in Health Care

(2019) Ravi B. Parikh et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Association between Facial Emotion Recognition and Bullying Involvement among Adolescents with High-Functioning Autism Spectrum Disorder

(2019) Tai-Ling Liu et al.   International Journal of Environmental Research and Public Health

Keratinocytic Skin Cancer Detection on the Face Using Region-Based Convolutional Neural Network

(2019) Seung Seog Han et al.   JAMA Dermatology

Identification of five novel genetic loci related to facial morphology by genome-wide association studies

(2018) Seongwon Cha et al.   BMC GENOMICS

Deep Learning-Based Gaze Detection System for Automobile Drivers Using a NIR Camera Sensor

(2018) et al.   SENSORS

Deep learning for the segmentation of preserved photoreceptors on en face optical coherence tomography in two inherited retinal diseases

(2018) Acner Camino et al.   Biomedical Optics Express

Machine Learning in Medical Imaging

(2018) Maryellen L. Giger   Journal of the American College of Radiology

Automatic Detection of Acromegaly From Facial Photographs Using Machine Learning Methods

(2018) Xiangyi Kong et al.   EBioMedicine

Antipsychotic-Associated Symptoms of Tourette Syndrome: A Systematic Review

(2018) David D. Kim et al.   CNS DRUGS

Deep learning in medical imaging and radiation therapy

(2018) Berkman Sahiner et al.   MEDICAL PHYSICS

Identifying facial phenotypes of genetic disorders using deep learning

(2018) Yaron Gurovich et al.   NATURE MEDICINE

Facial Genetics: A Brief Overview

(2018) Stephen Richmond et al.   Frontiers in Genetics

A deep feature fusion methodology for breast cancer diagnosis demonstrated on three imaging modality datasets

(2017) Natalia Antropova et al.   MEDICAL PHYSICS

Deep Learning: A Primer for Radiologists

(2017) Gabriel Chartrand et al.   RADIOGRAPHICS

DVL3 Alleles Resulting in a −1 Frameshift of the Last Exon Mediate Autosomal-Dominant Robinow Syndrome

(2016) Janson J. White et al.   AMERICAN JOURNAL OF HUMAN GENETICS

Down syndrome in diverse populations

(2016) Paul Kruszka et al.   AMERICAN JOURNAL OF MEDICAL GENETICS PART A

Causes and management of facial nerve palsy

(2016) Cheka R Spencer et al.   BRITISH JOURNAL OF HOSPITAL MEDICINE

Recognition of the Cornelia de Lange syndrome phenotype with facial dysmorphology novel analysis

(2016) L. Basel-Vanagaite et al.   CLINICAL GENETICS

Deep learning as a tool for increased accuracy and efficiency of histopathological diagnosis

(2016) Geert Litjens et al.   Scientific Reports

Deep learning

(2015) Yann LeCun et al.   NATURE

Digital facial dysmorphology for genetic screening: Hierarchical constrained local model using ICA

(2014) Qian Zhao et al.   MEDICAL IMAGE ANALYSIS