Publications

28
papers
511
citations
12
h-index
Citations per year
2
47
211
248
2023202420252026

20267

  1. 5

    AI for better UX in computer-aided engineering: Is academia catching up with industry demands? a multivocal literature review

    Choro Ulan Uulu, Mikhail Kulyabin, Layan Etaiwi, Nuno Miguel Martins Pacheco, Jan Joosten, Kerstin Röse, Filippos Petridis, Jan Bosch, Helena Holmström Olsson

    Euromicro Conference on Software Engineering and Advanced Applications298-312

    Conferences
  2. 1

    Light-Adapted Electroretinogram and Oscillatory Potentials (LEOPs) Dataset for Autism Spectrum Disorder and Typically Developing Individuals

    Paul A Constable, Dorothy A Thompson, Irene O Lee, Lynne Loh, Aleksei Zhdanov, Mikhail Kulyabin, Andreas Maier

    arXiv

    Preprints
  3. 1

    How to Build AI Agents by Augmenting LLMs with Codified Human Expert Domain Knowledge? A Software Engineering Framework

    Choro Ulan uulu, Mikhail Kulyabin, Iris Fuhrmann, Jan Joosten, Nuno Miguel Martins Pacheco, Filippos Petridis, Rebecca Johnson, Jan Bosch, Helena Holmström Olsson

    arXiv

    Preprints
  4. —

    Automated quantification of RETeval™ sensor electrode position from infrared eye images: a preliminary technical report

    Paul A Constable, Lynne Loh, Hugo Posada-Quintero, Aleksei Zhdanov, Gleb Sokolov, Mikhail Kulyabin

    Documenta Ophthalmologica1-12

    Journals
  5. —

    Integration of Transformer-Based Architecture and Large Language Models for Optical Coherence Tomography Data Analysis to Improve the Accuracy of Differential Diagnosis of …

    OV Konshina, AD Pershin, MK Kulyabin, VI Borisov

    Modern Technologies in Medicine18 (3), 5

    Journals
  6. —

    Tables or Sankey Diagrams? Investigating User Interaction with Different Representations of Simulation Parameters

    Choro Ulan uulu, Mikhail Kulyabin, Katharina M Zeiner, Jan Joosten, Nuno Miguel Martins Pacheco, Filippos Petridis, Rebecca Johnson, Jan Bosch, Helena Holmström Olsson

    arXiv

    Preprints
  7. —

    Mental Models as Blueprints for Industrial Explainable Artificial Intelligence Use Cases and UX designs

    Nuno Miguel Martins Pacheco, Jan Joosten, Ines Steinke, Mikhail Kulyabin, Filippos Petridis, Leah Michel, Jan Bosch, Helena Holmström Olsson

    SSRN

    Preprints

20258

  1. 25

    SNOMED CT entity linking challenge

    Rory Davidson, Will Hardman, Guy Amit, Yonatan Bilu, Vincenzo Della Mea, Aleksandr Galaida, Irena Girshovitz, Mikhail Kulyabin, Mihai Horia Popescu, Kevin Roitero, Gleb Sokolov, Chen Yanover

    Journal of the American Medical Informatics Association32 (9), 1397-1406

    Journals
  2. 20

    Synthetic electroretinogram signal generation using a conditional generative adversarial network

    Mikhail Kulyabin, Aleksei Zhdanov, Irene O Lee, David H Skuse, Dorothy A Thompson, Andreas Maier, Paul A Constable

    Documenta Ophthalmologica151 (2), 161-177

    Journals
  3. 10

    Remodeling the light-adapted electroretinogram using a bayesian statistical approach

    Marek Brabec, Fernando Marmolejo-Ramos, Lynne Loh, Irene O Lee, Mikhail Kulyabin, Aleksei Zhdanov, Hugo Posada-Quintero, Dorothy A Thompson, Paul A Constable

    BMC Research Notes18 (1), 33

    Journals
  4. 2

    Time series classification of autism spectrum disorder using the light-adapted electroretinogram

    Sergey Chistiakov, Anton Dolganov, Paul A Constable, Aleksei Zhdanov, Mikhail Kulyabin, Dorothy A Thompson, Irene O Lee, Faisal Albasu, Vasilii Borisov, Mikhail Ronkin

    Bioengineering12 (9), 951

    Journals
  5. —

    User eXperience Perception Insights Dataset (UXPID): Synthetic User Feedback from Public Industrial Forums

    Mikhail Kulyabin, Jan Joosten, Choro Ulan Uulu, Nuno Miguel Martins Pacheco, Fabian Ries, Filippos Petridis, Jan Bosch, Helena Holmström Olsson

    arXiv

    Preprints
  6. —

    Automated Segmentation and Analysis of Cone Photoreceptors in Multimodal Adaptive Optics Imaging

    Prajol Shrestha, Mikhail Kulyabin, Aline Sindel, Hilde R Pedersen, Stuart Gilson, Rigmor Baraas, Andreas Maier

    BVM Workshop254-259

    Conferences
  7. —

    Automated diagnostics of epiretinal membrane on OCT images using deep learning algorithms

    AD Pershin, DD Khardin, AA Nikiforova, AA Dvornikova, AD Stepichev, MK Kulyabin, VI Borisov

    Sovremennye Tehnologii v Medicine18 (3), 32-36

    Journals
  8. —

    Artificial Intelligence for detection and control of retinal and neurodevelopmental disorders

    Mikhail Kulyabin

    Doctoral thesis, FAU Erlangen-Nürnberg

    Thesis

202410

  1. 219

    OCTDL: Optical coherence tomography dataset for image-based deep learning methods

    Mikhail Kulyabin, Aleksei Zhdanov, Anastasia Nikiforova, Andrey Stepichev, Anna Kuznetsova, Mikhail Ronkin, Vasilii Borisov, Alexander Bogachev, Sergey Korotkich, Paul A Constable, Andreas Maier

    Scientific Data11 (1), 365

    Journals
  2. 31

    Segment anything in optical coherence tomography: SAM 2 for volumetric segmentation of retinal biomarkers

    Mikhail Kulyabin, Aleksei Zhdanov, Andrey Pershin, Gleb Sokolov, Anastasia Nikiforova, Mikhail Ronkin, Vasilii Borisov, Andreas Maier

    Bioengineering11 (9), 940

    Journals
  3. 29

    Attention to the electroretinogram: Gated multilayer perceptron for ASD classification

    Mikhail Kulyabin, Paul A Constable, Aleksei Zhdanov, Irene O Lee, Dorothy A Thompson, Andreas Maier

    IEEE Access12, 52352-52362

    Journals
  4. 26

    Electroretinogram analysis using a short-time Fourier transform and machine learning techniques

    Faisal Albasu, Mikhail Kulyabin, Aleksei Zhdanov, Anton Dolganov, Mikhail Ronkin, Vasilii Borisov, Leonid Dorosinsky, Paul A Constable, Mohammed A Al-Masni, Andreas Maier

    Bioengineering11 (9), 866

    Journals
  5. 24

    Spectral analysis of light-adapted electroretinograms in neurodevelopmental disorders: Classification with machine learning

    Paul A Constable, Javier O Pinzon-Arenas, Luis Roberto Mercado Diaz, Irene O Lee, Fernando Marmolejo-Ramos, Lynne Loh, Aleksei Zhdanov, Mikhail Kulyabin, Marek Brabec, David H Skuse, Dorothy A Thompson, Hugo Posada-Quintero

    Bioengineering12 (1), 15

    Journals
  6. 24

    SNOBERT: A Benchmark for clinical notes entity linking in the SNOMED CT clinical terminology

    Mikhail Kulyabin, Gleb Sokolov, Aleksandr Galaida, Andreas Maier, Tomas Arias-Vergara

    International Conference on Pattern Recognition154-163

    Conferences
  7. 19

    Generating Synthetic Light‐Adapted Electroretinogram Waveforms Using Artificial Intelligence to Improve Classification of Retinal Conditions in Under‐Represented Populations

    Mikhail Kulyabin, Aleksei Zhdanov, Andreas Maier, Lynne Loh, Jose J Estevez, Paul A Constable

    Journal of Ophthalmology2024 (1), 1990419

    Journals
  8. 14

    Artificial intelligence for detection of retinal toxicity in chloroquine and hydroxychloroquine therapy using multifocal electroretinogram waveforms

    Mikhail Kulyabin, Jan Kremers, Vera Holbach, Andreas Maier, Cord Huchzermeyer

    Scientific Reports14 (1), 24853

    Journals
  9. 3

    Generalist segmentation algorithm for photoreceptors analysis in adaptive optics imaging

    Mikhail Kulyabin, Aline Sindel, Hilde R Pedersen, Stuart Gilson, Rigmor Baraas, Andreas Maier

    International Conference on Pattern Recognition168-182

    Conferences
  10. 3

    ERG Classification by Using ML Methods Based on Short-Time Fourier Transform

    Faisal B Albasu, Mikhail Kulyabin, Aleksei Zhdanov, Anton Dolganov, Vasilii Borisov, Mikhail Ronkin

    IEEE Ural-Siberian Conference on Biomedical Engineering

    Conferences

20233

  1. 29

    Enhancing electroretinogram classification with multi-wavelet analysis and visual transformer

    Mikhail Kulyabin, Aleksei Zhdanov, Anton Dolganov, Mikhail Ronkin, Vasilii Borisov, Andreas Maier

    Sensors23 (21), 8727

    Journals
  2. 23

    Optimal combination of mother wavelet and AI model for precise classification of pediatric electroretinogram signals

    Mikhail Kulyabin, Aleksei Zhdanov, Anton Dolganov, Andreas Maier

    Sensors23 (13), 5813

    Journals
  3. 3

    Comparative Analysis of Machine Learning Clustering Methods for Electroretinogram

    Aleksei Zhdanov, Daniil Bulev, Anton Dolganov, Mikhail Kulyabin

    International Conference on e-Health and Bioengineering385-392

    Conferences
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