Article-Journal

Utilizing Machine Learning for Image Quality Assessment for Reflectance Confocal Microscopy

In vivo reflectance confocal microscopy (RCM) enables clinicians to examine lesions’ morphological and cytological information in epidermal and dermal layers, while reducing the …

kivanc-kose

Deep Learning Methods for Predicting Disease Status Using Genomic Data

Deep learning has achieved remarkable success in image recognition and natural language processing, but its application to genomic data for disease status prediction remains …

qiong-wu

Unsupervised delineation of stratum corneum using reflectance confocal microscopy and spectral clustering

Measuring the thickness of the stratum corneum (SC) in vivo is often required in pharmacological, dermatological, and cosmetological studies. Reflectance confocal microscopy (RCM) …

avatar
Alican Bozkurt

Expert diagnosis of plus disease in retinopathy of prematurity from computer-based image analysis

**Importance**: Published definitions of plus disease in retinopathy of prematurity (ROP) reference arterial tortuosity and venous dilation within the posterior pole based on a …

j.p.-campbell

Computer-Based Image Analysis for Plus Disease Diagnosis in Retinopathy of Prematurity: Performance of the “i-ROP” System and Image Features Associated With Expert Diagnosis

**Purpose**: We developed and evaluated the performance of a novel computer-based image analysis system for grading plus disease in retinopathy of prematurity (ROP), and identified …

e.-ataer-cansizoglu

Classifying fonts and calligraphy styles using complex wavelet transform

Recognizing fonts has become an important task in document analysis, due to the increasing number of available digital documents in different fonts and emphases. A generic font …

avatar
Alican Bozkurt

Multi-scale directional-filtering-based method for follicular lymphoma grading

Follicular lymphoma (FL) is a group of malignancies of lymphocyte origin that arise from lymph nodes, spleen, and bone marrow in the lymphatic system. It is the second most common …

avatar
Alican Bozkurt