Data Driven Approach for Eye Disease Classification with Machine Learning

Breast Cancer Prognosis Using a Machine Learning Approach

(2019) Patrizia Ferroni et al.   Cancers

Glaucoma Diagnosis with Machine Learning Based on Optical Coherence Tomography and Color Fundus Images

(2019) Guangzhou An et al.   Journal of Healthcare Engineering

Dynamic Nonparametric Random Forest Using Covariance

(2019) Seok-Hwan Choi et al.   Security and Communication Networks

Comparison of Parametric and Nonparametric Estimators for The Association of Incident Prepregnancy Obesity and Stillbirth in A Population-based Cohort

(2019) Ya-Hui Yu et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Automated Detection of Macular Diseases by Optical Coherence Tomography and Artificial Intelligence Machine Learning of Optical Coherence Tomography Images

(2019) Soichiro Kuwayama et al.   Journal of Ophthalmology

Artificial Intelligence in Medical Practice: The Question to the Answer?

(2018) D. Douglas Miller et al.   AMERICAN JOURNAL OF MEDICINE

Optimized cuttlefish algorithm for diagnosis of Parkinson’s disease

(2018) Deepak Gupta et al.   Cognitive Systems Research

Blood vessel segmentation algorithms — Review of methods, datasets and evaluation metrics

(2018) Sara Moccia et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Big Data and Machine Learning in Health Care

(2018) Andrew L. Beam et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

An application of machine learning to haematological diagnosis

(2018) Gregor Gunčar et al.   Scientific Reports

Comparison of Machine-Learning Classification Models for Glaucoma Management

(2018) Guangzhou An et al.   Journal of Healthcare Engineering

A deep learning approach for Parkinson’s disease diagnosis from EEG signals

(2018) Shu Lih Oh et al.   NEURAL COMPUTING & APPLICATIONS

Cardiac Phase Space Tomography: A novel method of assessing coronary artery disease utilizing machine learning

(2018) Thomas D. Stuckey et al.   PLoS One

Mining Retrospective Data for Virtual Prospective Drug Repurposing: L-DOPA and Age-related Macular Degeneration

(2016) Murray H. Brilliant et al.   AMERICAN JOURNAL OF MEDICINE

Nonparametric machine learning models for predicting the credit default swaps: An empirical study

(2016) Youngdoo Son et al.   EXPERT SYSTEMS WITH APPLICATIONS

Automatic detection of referral patients due to retinal pathologies through data mining

(2016) Gwenolé Quellec et al.   MEDICAL IMAGE ANALYSIS

A survey on computer aided diagnosis for ocular diseases

(2014) Zhuo Zhang et al.   BMC Medical Informatics and Decision Making

Correlations between commonly used objective signs and symptoms for the diagnosis of dry eye disease: clinical implications

(2012) Benjamin D. Sullivan et al.   ACTA OPHTHALMOLOGICA

Blood vessel segmentation methodologies in retinal images – A survey

(2012) M.M. Fraz et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Importance of multi-modal approaches to effectively identify cataract cases from electronic health records

(2012) Peggy L Peissig et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Data mining technique for automated diagnosis of glaucoma using higher order spectra and wavelet energy features

(2012) Muthu Rama Krishnan Mookiah et al.   KNOWLEDGE-BASED SYSTEMS

Data mining framework for fatty liver disease classification in ultrasound: A hybrid feature extraction paradigm

(2012) U. Rajendra Acharya et al.   MEDICAL PHYSICS

Use of a Support Vector Machine for Keratoconus and Subclinical Keratoconus Detection by Topographic and Tomographic Data

(2012) Maria Clara Arbelaez et al.   OPHTHALMOLOGY

Classification Algorithms Based on Anterior Segment Optical Coherence Tomography Measurements for Detection of Angle Closure

(2012) Monisha E. Nongpiur et al.   OPHTHALMOLOGY

Analysis of retinal fundus images for grading of diabetic retinopathy severity

(2011) M. H. Ahmad Fadzil et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Cataract research using electronic health records

(2011) Carol J Waudby et al.   BMC Ophthalmology

Comparison of Glaucoma Diagnostic Capabilities of Cirrus HD and Stratus Optical Coherence Tomography

(2009) Seong Bae Park   ARCHIVES OF OPHTHALMOLOGY

Automatic detection of diabetic retinopathy exudates from non-dilated retinal images using mathematical morphology methods

(2008) Akara Sopharak et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Automated Diagnosis of Glaucoma Using Digital Fundus Images

(2008) Jagadish Nayak et al.   JOURNAL OF MEDICAL SYSTEMS