Finding optimum route of electrical energy transmission line using multi-criteria with Q-learning. - Semiye Demircan; Musa Aydin; S. Savas Durduran (Expert Syst. Appl., 2011)

Early diagnosis of osteoporosis using Artificial Neural Networks and Support Vector Machines. - Mustafa Istanbullu; Musa Aydin; Rifat Benveniste; Osman Nuri Uçan; Rachid Jennane (SIU, 2012)

Early detection of hazardous weather conditions in Turkey with satellite images using Support Vector Machines and Artificial Neural Networks. - Musa Aydin; Enes Celik (SIU, 2013)

Assamese character recognition with Artificial Neural Networks. - Musa Aydin; Enes Celik (SIU, 2013)

CSA-Kapur Method to determine ice load amount on electric transmission line conductors. - Bahadir Akbal; Musa Aydin (ECAI, 2014)

Comparison of PSO-Kapur and DE-Kapur methods to determine ice load on aerial lines. - Bahadir Akbal; Musa Aydin (ECAI, 2014)

Finding smoothness area on the topographic maps for the unmanned aerial vehicle's landing site estimation. - Musa Aydin; Emin Kugu (DICTAP, 2016)

Safe landing site detection using SRTM data for the Unmanned Aerial Vehicles. - Musa Aydin; Emin Kugu (SIU, 2016)

Image Reconstruction in Frequency Space using Sinusoidal Illumination Patterns. - Musa Aydin; Alper Kiraz; Yigit Uysalli; Ekin Özgönül; Berna Morova (SIU, 2020)

GPU tabanlı paralel hesaplama tekniği ile LED tabanlı ve DMD Uygulamalı yapılandırılmış aydınlatma kullanan bir görüntüleme sisteminin oluşturulması (Development of an imaging system using LED based and DMD applied structured illumination with GPU based parallel computing) - Musa Aydin (2020)

Medical Image Segmentation Using Deep Neural Networks. - Musa Aydin (SIU, 2021)

Neural Architecture Search Using Metaheuristics for Automated Cell Segmentation. - Zeki Kus; Musa Aydin; Berna Kiraz; Burhanettin Can (MIC, 2022)

Removal of Gaussian Distributed Noise in Images with Deep Neural Network Models. - Zeki Kus; Musa Aydin (SIU, 2022)

DeepCAN: A Modular Deep Learning System for Automated Cell Counting and Viability Analysis. - Furkan Eren; Mete Aslan; Dilek Kanarya; Yigit Uysalli; Musa Aydin; Berna Kiraz; Omer Aydin; Alper Kiraz (IEEE J. Biomed. Health Informatics, 2022)

A Hybrid CNN-Tree Based Model for Enhanced Image Classification Performance. - Musa Aydin; Zeki Kus; Zeliha Kaya Akçelik (SIU, 2024)

The Effect of Class-Weighted Penalization in Deep Neural Networks for Multi-Class Cell Segmentation. - Musa Aydin; Zeki Kus; Berna Kiraz; Reyhan Hosavci; Alper Kiraz (SIU, 2024)

PBC-NAS: Neural Architecture Search for Peripheral Blood Cells Classification. - Zeki Kus; Berna Kiraz; Musa Aydin; Alper Kiraz (SIU, 2024)

Virtual birefringence imaging and histological staining of amyloid deposits in label-free tissue using autofluorescence microscopy and deep learning. - Xilin Yang; Bijie Bai; Yijie Zhang; Musa Aydin; Sahan Yoruc Selcuk; Zhen Guo; Gregory A. Fishbein; Karine Atlan; William Dean Wallace; Nir Pillar; Aydogan Ozcan (CoRR, 2024)

Automated HER2 Scoring in Breast Cancer Images Using Deep Learning and Pyramid Sampling. - Sahan Yoruc Selcuk; Xilin Yang; Bijie Bai; Yijie Zhang; Yuzhu Li; Musa Aydin; Aras Firat Unal; Aditya Gomatam; Zhen Guo; Morgan Angus Darrow; Goren Kolodney; Karine Atlan; et al. (CoRR, 2024)

Optimizing Pre-Trained Code Embeddings With Triplet Loss for Code Smell Detection. - Ali Nizam; Ertugrul Islamoglu; Ömer Kerem Adali; Musa Aydin (IEEE Access, 2025)

Neural Architecture Search for biomedical image classification: A comparative study across data modalities. - Zeki Kus; Musa Aydin; Berna Kiraz; Alper Kiraz (Artif. Intell. Medicine, 2025)

Multi-teacher based knowledge distillation for retinal vessel segmentation. - Abdullah Eid; Musa Aydin; Zeki Kus (Health Inf. Sci. Syst., 2025)