Welcome to My Blog

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About Me

I’m S.Serdar Helli also known as Space Cowboy. “Am I a hero? I really can’t say but yes…”.

I graduated from Yeditepe University as a biomedical engineer. I am currently a Master’s degree student in Data Science.I am a person who loves to research ,embark on new adventures, and create new things.I am passionate about AI ,Medical Imaging. Cheers!

Education

Master’s Degree , Data Science 2021 - , Yeditepe University
Bachelor of Science , Biomedical Engineering 2015-2020 , Yeditepe University

Some Open Source Projects

Automatic Semantic Segmentation In One-Shot Panoramic Dental X-Ray Images Using Deep Learning with U-Net(Fully Connective Convolutional Neural Networks)
Sex Estimation and Third Molar Teeth Classification with X-Ray Images By Using Xception on Unbalance Data
Measurement of Merchant Angles is a fully automated method to measure Patellar Congruence Angle and Tilt Angle on Merchant Knee radiographs, employing CNN landmark localizers
3-D Brain Image Reconstruction with Adversarial Auto Encoder and GAN
Short-Term Forecasting COVID-19 Cases In Turkey Using Long Short-Term Memory Network
MRZ Passport Scanner-Reader Using Deep Learning Methods for IOT system
Semantic Image Synthesis Dental Panoramic
2D to 3D Object Generation using 3D Latent Diffusion Models

Publications

S.Serdar HELLİ,Çağkan DEMİRCİ,Onur ÇOBAN, Andaç HAMAMCI.”Short-Term Forecasting COVID-19 Cases In Turkey Using Long Short-Term Memory Network”, 2020 Medical Technologies Congress (TIPTEKNO). IEEE, 2020
Helli, S. & Hamamcı, A. (2022). Tooth Instance Segmentation on Panoramic Dental Radiographs Using U-Nets and Morphological Processing . Düzce Üniversitesi Bilim ve Teknoloji Dergisi , 10 (1) , 39-50 . DOI: 10.29130/dubited.950568
Resume Matching Framework via Ranking and Sorting Using NLP and Deep LearningResume Matching Framework via Ranking and Sorting Using NLP and Deep LearningIEEE - 2023 8th International Conference on Computer Science and Engineering (UBMK) · Oct 24, 2023
A Comparison of Time-based Models for Multimodal Emotion RecognitionA Comparison of Time-based Models for Multimodal Emotion Recognition IEEE - 2023 Innovations in Intelligent Systems and Applications Conference (ASYU) · Oct 11, 2023
Smart Journey in Istanbul: A Mobile Application in Smart Cities for Traffic Estimation by Harnessing Time SeriesSmart Journey in Istanbul: A Mobile Application in Smart Cities for Traffic Estimation by Harnessing Time Series IEEE - 2023 Innovations in Intelligent Systems and Applications Conference (ASYU) · Oct 11, 2023
Forecasting Energy Consumption Using Deep Learning in Smart Cities.Forecasting Energy Consumption Using Deep Learning in Smart Cities. IEEE - 2022 International Conference on Artificial Intelligence of Things (ICAIoT) · Sep 1, 2022

Serdar Helli