EAR-UNet: A deep learning-based approach for segmentation of tympanic membranes from otoscopic images

Fully convolutional attention network for biomedical image segmentation

(2020) Junlong Cheng et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Automatic detection of tympanic membrane and middle ear infection from oto-endoscopic images via convolutional neural networks

(2020) Mohammad Azam Khan et al.   NEURAL NETWORKS

Attention gated networks: Learning to leverage salient regions in medical images

(2019) Jo Schlemper et al.   MEDICAL IMAGE ANALYSIS

Efficient skin lesion segmentation using separable-Unet with stochastic weight averaging

(2019) Peng Tang et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Road Extraction by Deep Residual U-Net

(2018) Zhengxin Zhang et al.   IEEE Geoscience and Remote Sensing Letters

Development of an Automatic Diagnostic Algorithm for Pediatric Otitis Media

(2018) Thi-Thao Tran et al.   OTOLOGY & NEUROTOLOGY

Deep convolutional neural networks for brain image analysis on magnetic resonance imaging: a review

(2018) Jose Bernal et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

(2017) Vijay Badrinarayanan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Decrease in Pneumococcal Otitis Media Cultures With Concomitant Increased Antibiotic Susceptibility in the Pneumococcal Conjugate Vaccines Era

(2017) Basel Jabarin et al.   OTOLOGY & NEUROTOLOGY

Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images

(2016) Sergio Pereira et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Multi-Instance Deep Learning: Discover Discriminative Local Anatomies for Bodypart Recognition

(2016) Zhennan Yan et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

A CNN Regression Approach for Real-Time 2D/3D Registration

(2016) Shun Miao et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Pediatric otitis media in Fiji: Survey findings 2015

(2016) Te-Yung Fang et al.   INTERNATIONAL JOURNAL OF PEDIATRIC OTORHINOLARYNGOLOGY

A combined deep-learning and deformable-model approach to fully automatic segmentation of the left ventricle in cardiac MRI

(2016) M.R. Avendi et al.   MEDICAL IMAGE ANALYSIS

Image segmentation using fuzzy energy-based active contour with shape prior

(2014) Thi-Thao Tran et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Objective comparison between perforation and hearing loss

(2014) Fernando de Andrade Quintanilha Ribeiro et al.   Brazilian Journal of Otorhinolaryngology

The Diagnosis and Management of Acute Otitis Media

(2013) A. S. Lieberthal et al.   PEDIATRICS

Incidence and recurrence of acute otitis media in Taiwan's pediatric population

(2011) Pa-Chun Wang et al.   Clinics

A computational method for the semi-automated quantitative analysis of tympanic membrane perforations and tympanosclerosis

(2009) Eros Comunello et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Quantitative analysis of tympanic membrane perforation: a simple and reliable method

(2008) T S Ibekwe et al.   JOURNAL OF LARYNGOLOGY AND OTOLOGY