Mikhail Kulyabin

2025

Journal Articles

• Brabec M., Marmolejo-Ramos F., Loh L., Lee I., Kulyabin M., Zhdanov A., Posada-Quintero HF., Thompson DA., Constable P.:
  Remodeling the light-adapted electroretinogram using a bayesian statistical approach
  In: BMC Research Notes 18 (2025), p. 33
  ISSN: 1756-0500
  DOI: 10.1186/s13104-025-07115-4
  URL: https://link.springer.com/article/10.1186/s13104-025-07115-4
  BibTeX: Download

2024

Journal Articles

• Constable P., Pinzon-Arenas JO., Mercado Diaz LR., Lee I., Marmolejo-Ramos F., Loh L., Zhdanov A., Kulyabin M., Brabec M., Skuse D., Thompson DA., Posada-Quintero HF.:
  Spectral Analysis of Light-Adapted Electroretinograms in Neurodevelopmental Disorders: Classification with Machine Learning
  In: Bioengineering 12 (2024), p. 15
  ISSN: 2306-5354
  DOI: 10.3390/bioengineering12010015
  BibTeX: Download
• Kulyabin M., Kremers J., Holbach V., Maier A., Huchzermeyer C.:
  Artificial intelligence for detection of retinal toxicity in chloroquine and hydroxychloroquine therapy using multifocal electroretinogram waveforms
  In: Scientific Reports 14 (2024), p. 24853
  ISSN: 2045-2322
  DOI: 10.1038/s41598-024-76943-4
  BibTeX: Download
• Kulyabin M., Zhdanov A., Pershin A., Sokolov G., Nikiforova A., Ronkin M., Borisov V., Maier A.:
  Segment Anything in Optical Coherence Tomography: SAM 2 for Volumetric Segmentation of Retinal Biomarkers
  In: Bioengineering (2024), p. 13
  ISSN: 2306-5354
  DOI: 10.3390/bioengineering11090940
  BibTeX: Download
• Albasu FB., Kulyabin M., Zhdanov A., Dolganov A., Ronkin M., Borisov V., Dorosinsky L., Constable P., Al-masni M., Maier A.:
  Electroretinogram Analysis Using a Short-Time Fourier Transform and Machine Learning Techniques
  In: Bioengineering 11 (2024), Article No.: 866
  ISSN: 2306-5354
  DOI: 10.3390/bioengineering11090866
  BibTeX: Download
• Kulyabin M., Zhdanov A., Maier A., Loh L., Estevez JJ., Constable P.:
  Generating Synthetic Light-Adapted Electroretinogram Waveforms Using Artificial Intelligence to Improve Classification of Retinal Conditions in Under-Represented Populations
  In: Journal of Ophthalmology (2024), Article No.: 1990419
  ISSN: 2090-004X
  DOI: 10.1155/2024/1990419
  URL: https://onlinelibrary.wiley.com/doi/10.1155/2024/1990419
  BibTeX: Download
• Kulyabin M., Constable P., Zhdanov A., Lee I., Thompson DA., Maier A.:
  Attention to the Electroretinogram: Gated Multilayer Perceptron for ASD Classification
  In: IEEE Access 12 (2024)
  ISSN: 2169-3536
  DOI: 10.1109/ACCESS.2024.3386638
  URL: https://ieeexplore.ieee.org/abstract/document/10495056
  BibTeX: Download
• Kulyabin M., Zhdanov A., Nikiforova A., Stepichev A., Kuznetsova A., Ronkin M., Borisov V., Bogachev A., Korotkich S., Constable P., Maier A.:
  OCTDL: Optical Coherence Tomography Dataset for Image-Based Deep Learning Methods
  In: Scientific Data (2024), Article No.: 365
  ISSN: 2052-4463
  DOI: 10.1038/s41597-024-03182-7
  URL: https://www.nature.com/articles/s41597-024-03182-7
  BibTeX: Download
• Ponomarev VO., Kazaikin VN., Tkachenko KA., Kovalenko EG., Vokhmintsev AS., Weinstein IA., Zhdanov AE., Kulyabin M.:
  Investigation of the penetration ability of INP/ZnSe/ZnS 650 quantum dots into the structures of the anterior segment of the eye in an ex vivo experiment Исследование проникающей способности квантовых точек InP/ZnSe/ZnS 650 в структуры переднего сегмента глаза в эксперименте ex vivo
  (2024), p. 84-96
  ISSN: 2312-4970
  DOI: 10.25276/0235-4160-2024-4-84-96
  BibTeX: Download

Conference Contributions

• Kulyabin M., Sokolov G., Galaida A., Maier A., Arias Vergara T.:
  SNOBERT: A Benchmark for clinical notes entity linking in the SNOMED CT clinical terminology
  27th International Conference on Pattern Recognition (Kolkata, India, December 1, 2024 - December 5, 2024)
  In: Apostolos Antonacopoulos, Subhasis Chaudhuri, Rama Chellappa, Cheng-Lin Liu, Saumik Bhattacharya, Umapada Pal (ed.): Proceedings of the 27th International Conference on Pattern Recognition 2024 2024
  DOI: 10.1007/978-3-031-78119-3_11
  URL: https://arxiv.org/abs/2405.16115
  BibTeX: Download
• Kulyabin M., Sindel A., Pedersen H., Gilson S., Baraas R., Maier A.:
  Generalist Segmentation Algorithm for Photoreceptors Analysis in Adaptive Optics Imaging
  27th International Conference on Pattern Recognition (Kolkata, India, December 1, 2024 - December 5, 2024)
  In: Proceedings of the 27th International Conference on Pattern Recognition 2024 2024
  URL: https://arxiv.org/abs/2408.14810
  BibTeX: Download

2023

Journal Articles

• Kulyabin M., Zhdanov A., Dolganov A., Ronkin M., Borisov V., Maier A.:
  Enhancing Electroretinogram Classification with Multi-Wavelet Analysis and Visual Transformer
  In: Sensors (2023)
  ISSN: 1424-8220
  DOI: 10.3390/s23218727
  BibTeX: Download
• Kulyabin M., Zhdanov A., Dolganov A., Maier A.:
  Optimal Combination of Mother Wavelet and AI Model for Precise Classification of Pediatric Electroretinogram Signals
  In: Sensors (2023)
  ISSN: 1424-8220
  DOI: 10.3390/s23135813
  BibTeX: Download

Conference Contributions

• Zhdanov A., Bulev D., Dolganov A., Kulyabin M.:
  Comparative Analysis of Machine Learning Clustering Methods for Electroretinogram
  International Conference on e-Health and Bioengineering (EHB) 2023 - 11th Edition (Bucharest, Romania, October 9, 2023 - October 10, 2023)
  In: Hariton-Nicolae Costin, Ratko Magjarević, Gladiola Gabriela Petroiu (ed.): Proceedings of the 11th International Conference on E-Health and Bioengineering, EHB-2023, November 9–10, 2023, Bucharest, Romania 2023
  DOI: 10.1007/978-3-031-62502-2_45
  URL: https://link.springer.com/chapter/10.1007/978-3-031-62502-2_45
  BibTeX: Download