Zafer Aydin

Kayseri, 38080, Turkey

Last Updated: 09/26/2026

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Found 15 publications

Predicting respiratory infection and symptoms development using gene set enrichment scores and machine learning.

Predicting respiratory infection and symptoms development using gene set enrichment scores and machine learning.

Journal: Computational biology and chemistry

Published: June 24, 2025

Deep-Learning-Based AI-Model for Predicting Dental Plaque in the Young Permanent Teeth of Children Aged 8-13 Years.

Deep-Learning-Based AI-Model for Predicting Dental Plaque in the Young Permanent Teeth of Children Aged 8-13 Years.

Journal: Children (Basel, Switzerland)

Published: February 18, 2025

GraphUnet-SS: A novel deep learning model for protein secondary structure prediction based on U-Net architecture.

GraphUnet-SS: A novel deep learning model for protein secondary structure prediction based on U-Net architecture.

Journal: Computers in biology and medicine

Published: July 27, 2024

An effective colorectal polyp classification for histopathological images based on supervised contrastive learning.

An effective colorectal polyp classification for histopathological images based on supervised contrastive learning.

Journal: Computers in biology and medicine

Published: October 09, 2023

Improved classification of colorectal polyps on histopathological images with ensemble learning and stain normalization.

Improved classification of colorectal polyps on histopathological images with ensemble learning and stain normalization.

Journal: Computer methods and programs in biomedicine

Published: January 14, 2023

Comparative analysis of machine learning approaches for predicting respiratory virus infection and symptom severity.

Comparative analysis of machine learning approaches for predicting respiratory virus infection and symptom severity.

Journal: PeerJ

Published: November 11, 2022

A Continuously Benchmarked and Crowdsourced Challenge for Rapid Development and Evaluation of Models to Predict COVID-19 Diagnosis and Hospitalization.

A Continuously Benchmarked and Crowdsourced Challenge for Rapid Development and Evaluation of Models to Predict COVID-19 Diagnosis and Hospitalization.

Journal: JAMA network open

Published: October 11, 2021

Clinical and molecular evaluation of MEFV gene variants in the Turkish population: a study by the National Genetics Consortium.

Clinical and molecular evaluation of MEFV gene variants in the Turkish population: a study by the National Genetics Consortium.

Journal: Functional & integrative genomics

Published: July 09, 2021

IGPRED: Combination of convolutional neural and graph convolutional networks for protein secondary structure prediction.

IGPRED: Combination of convolutional neural and graph convolutional networks for protein secondary structure prediction.

Journal: Proteins

Published: January 07, 2021

Structural profile matrices for predicting structural properties of proteins.

Structural profile matrices for predicting structural properties of proteins.

Journal: Journal of bioinformatics and computational biology

Published: July 11, 2020

Crowdsourcing digital health measures to predict Parkinson's disease severity: the Parkinson's Disease Digital Biomarker DREAM Challenge.

Crowdsourcing digital health measures to predict Parkinson's disease severity: the Parkinson's Disease Digital Biomarker DREAM Challenge.

Journal: NPJ digital medicine

Published: April 16, 2020

Dimensionality reduction for protein secondary structure and solvent accesibility prediction.

Dimensionality reduction for protein secondary structure and solvent accesibility prediction.

Journal: Journal of bioinformatics and computational biology

Published: October 25, 2018

Showing 1-12 of 15

Last Updated: 09/26/2026