Musa Aydin

27 papers A 2Journal 10Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
Improving histopathological image classification with patch-based embeddings and ensemble learning: a study on enteroscope biopsy images.
Int. J. Mach. Learn. Cybern.
Musa Aydin
2025 J jnl
Autonomous labeling of surgical resection margins using a foundation model.
CoRR
Xilin Yang, Musa Aydin, Yuhong Lu, Sahan Yoruc Selcuk, Bijie Bai, Yijie Zhang, Andrew C. Birkeland, Katjana Ehrlich, Julien Bec, Laura Marcu, Nir Pillar, Aydogan Ozcan
2025 — conf
Data Valuation with Shapley-based Methods for Medical Image Classification.
ICMLT
Zeliha Kaya Akçelik, Reyhan Hosavci, Sümeyye Zülal Dik, Musa Aydin, Zeki Kus
2025 J jnl
MOLiNAS: multi-objective lightweight neural architecture search for whole-slide multi-class blood cell segmentation.
Health Inf. Sci. Syst.
Zeki Kus, Berna Kiraz, Musa Aydin, Alper Kiraz
2025 J jnl
Multi-teacher based knowledge distillation for retinal vessel segmentation.
Health Inf. Sci. Syst.
Abdullah Eid, Musa Aydin, Zeki Kus
2025 J jnl
Neural Architecture Search for biomedical image classification: A comparative study across data modalities.
Artif. Intell. Medicine
Zeki Kus, Musa Aydin, Berna Kiraz, Alper Kiraz
2025 J jnl
Optimizing Pre-Trained Code Embeddings With Triplet Loss for Code Smell Detection.
IEEE Access
Ali Nizam, Ertugrul Islamoglu, Ömer Kerem Adali, Musa Aydin
2025 — conf
Shapley Patch Valuation Method for Histopathological Image Classification.
ICMLT
Büsra Sinem Karadeniz, Sümeyye Zülal Dik, Zeki Kus, Musa Aydin
2024 — conf
A Hybrid CNN-Tree Based Model for Enhanced Image Classification Performance.
SIU
Musa Aydin, Zeki Kus, Zeliha Kaya Akçelik
2024 J jnl
Automated HER2 Scoring in Breast Cancer Images Using Deep Learning and Pyramid Sampling.
CoRR
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, Tal Keidar Haran, Nir Pillar, Aydogan Ozcan
2024 — conf
PBC-NAS: Neural Architecture Search for Peripheral Blood Cells Classification.
SIU
Zeki Kus, Berna Kiraz, Musa Aydin, Alper Kiraz
2024 — conf
The Effect of Class-Weighted Penalization in Deep Neural Networks for Multi-Class Cell Segmentation.
SIU
Musa Aydin, Zeki Kus, Berna Kiraz, Reyhan Hosavci, Alper Kiraz
2024 J jnl
Virtual birefringence imaging and histological staining of amyloid deposits in label-free tissue using autofluorescence microscopy and deep learning.
CoRR
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
2022 J jnl
DeepCAN: A Modular Deep Learning System for Automated Cell Counting and Viability Analysis.
IEEE J. Biomed. Health Informatics
Furkan Eren, Mete Aslan, Dilek Kanarya, Yigit Uysalli, Musa Aydin, Berna Kiraz, Omer Aydin, Alper Kiraz
2022 — conf
Neural Architecture Search Using Metaheuristics for Automated Cell Segmentation.
MIC
Zeki Kus, Musa Aydin, Berna Kiraz, Burhanettin Can
2022 — conf
Removal of Gaussian Distributed Noise in Images with Deep Neural Network Models.
SIU
Zeki Kus, Musa Aydin
2021 — conf
Medical Image Segmentation Using Deep Neural Networks.
SIU
Musa Aydin
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 — conf
Image Reconstruction in Frequency Space using Sinusoidal Illumination Patterns.
SIU
Musa Aydin, Alper Kiraz, Yigit Uysalli, Ekin Özgönül, Berna Morova
2016 — conf
Finding smoothness area on the topographic maps for the unmanned aerial vehicle's landing site estimation.
DICTAP
Musa Aydin, Emin Kugu
2016 — conf
Safe landing site detection using SRTM data for the Unmanned Aerial Vehicles.
SIU
Musa Aydin, Emin Kugu
2014 A conf
CSA-Kapur Method to determine ice load amount on electric transmission line conductors.
ECAI
Bahadir Akbal, Musa Aydin
2014 A conf
Comparison of PSO-Kapur and DE-Kapur methods to determine ice load on aerial lines.
ECAI
Bahadir Akbal, Musa Aydin
2013 — conf
Assamese character recognition with Artificial Neural Networks.
SIU
Musa Aydin, Enes Celik
2013 — conf
Early detection of hazardous weather conditions in Turkey with satellite images using Support Vector Machines and Artificial Neural Networks.
SIU
Musa Aydin, Enes Celik
2012 — conf
Early diagnosis of osteoporosis using Artificial Neural Networks and Support Vector Machines.
SIU
Mustafa Istanbullu, Musa Aydin, Rifat Benveniste, Osman Nuri Uçan, Rachid Jennane
2011 J jnl
Finding optimum route of electrical energy transmission line using multi-criteria with Q-learning.
Expert Syst. Appl.
Semiye Demircan, Musa Aydin, S. Savas Durduran