Automatic classification of dual-modalilty, smartphone-based oral dysplasia and malignancy images using deep learning

Deep convolutional neural networks for classifying head and neck cancer using hyperspectral imaging

(2017) Martin Halicek et al.   JOURNAL OF BIOMEDICAL OPTICS

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Automatic Classification of Cancerous Tissue in Laserendomicroscopy Images of the Oral Cavity using Deep Learning

(2017) Marc Aubreville et al.   Scientific Reports

The global incidence of lip, oral cavity, and pharyngeal cancers by subsite in 2012

(2016) Kevin D. Shield et al.   CA-A CANCER JOURNAL FOR CLINICIANS

Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?

(2016) Nima Tajbakhsh et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

(2016) Hoo-Chang Shin et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

(2016) Varun Gulshan et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Applications of Deep Learning in Biomedicine

(2016) Polina Mamoshina et al.   MOLECULAR PHARMACEUTICS

Mobile health application for remote oral cancer surveillance

(2015) Praveen N. Birur et al.   JOURNAL OF THE AMERICAN DENTAL ASSOCIATION

Deep learning

(2015) Yann LeCun et al.   NATURE

A Cross-sectional study evaluating chemiluminescence and autofluorescence in the detection of clinically innocuous precancerous and cancerous oral lesions

(2014) Ravi Mehrotra et al.   JOURNAL OF THE AMERICAN DENTAL ASSOCIATION

The growing burden of cancer in India: epidemiology and social context

(2014) Mohandas K Mallath et al.   LANCET ONCOLOGY

Accuracy of In Vivo Multimodal Optical Imaging for Detection of Oral Neoplasia

(2012) M. C. Pierce et al.   Cancer Prevention Research

Clinical evaluation of an autofluorescence diagnostic device for oral cancer detection

(2012) Majeed Rana et al.   EUROPEAN JOURNAL OF CANCER PREVENTION

Diagnostic significance of narrow-band imaging for detecting high-grade dysplasia, carcinoma in situ, and carcinoma in oral leukoplakia

(2012) Shih-Wei Yang et al.   LARYNGOSCOPE

Efficacy of tissue autofluorescence imaging (velscope) in the visualization of oral mucosal lesions

(2011) Camile S. Farah et al.   HEAD AND NECK-JOURNAL FOR THE SCIENCES AND SPECIALTIES OF THE HEAD AND NECK

Automated oral cancer identification using histopathological images: A hybrid feature extraction paradigm

(2011) M. Muthu Rama Krishnan et al.   MICRON

Evaluation of an autofluorescence based imaging system (VELscope™) in the detection of oral potentially malignant disorders and benign keratoses

(2011) K.H. Awan et al.   ORAL ONCOLOGY

Evaluation of a low-cost, portable imaging system for early detection of oral cancer

(2010) Mohammed S Rahman et al.   Head and Neck Optical Diagnostics Society

Tracing the "At-Risk" Oral Mucosa Field with Autofluorescence: Steps Toward Clinical Impact

(2009) C. F. Poh et al.   Cancer Prevention Research

Autofluorescence-Guided Surveillance for Oral Cancer

(2009) V. Jayaprakash et al.   Cancer Prevention Research

Objective Detection and Delineation of Oral Neoplasia Using Autofluorescence Imaging

(2009) D. Roblyer et al.   Cancer Prevention Research

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Understanding the Biological Basis of Autofluorescence Imaging for Oral Cancer Detection: High-Resolution Fluorescence Microscopy in Viable Tissue

(2008) I. Pavlova et al.   CLINICAL CANCER RESEARCH

Low-cost, multimodal, portable screening system for early detection of oral cancer

(2008) Mohammed Rahman et al.   JOURNAL OF BIOMEDICAL OPTICS

In vivo imaging of oral neoplasia using a miniaturized fiber optic confocal reflectance microscope

(2008) Kristen C. Maitland et al.   ORAL ONCOLOGY