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fardinafdideh/README.md

Ph.D. Signal, Image, Speech, Telecom | M.Sc./B.Sc. Biomedical Engineering-Bioelectric

I am deeply passionate about advancing ๐—บ๐—ฒ๐˜๐—ต๐—ผ๐—ฑ๐—ผ๐—น๐—ผ๐—ด๐—ถ๐—ฒ๐˜€ and ๐—ฎ๐—น๐—ด๐—ผ๐—ฟ๐—ถ๐˜๐—ต๐—บ๐˜€ for ๐—ฏ๐—ถ๐—ผ๐—บ๐—ฒ๐—ฑ๐—ถ๐—ฐ๐—ฎ๐—น ๐˜€๐—ถ๐—ด๐—ป๐—ฎ๐—น ๐—ฎ๐—ป๐—ฑ ๐—ถ๐—บ๐—ฎ๐—ด๐—ฒ ๐—ฝ๐—ฟ๐—ผ๐—ฐ๐—ฒ๐˜€๐˜€๐—ถ๐—ป๐—ด. My research interests extend to the ๐—ฑ๐—ฒ๐˜€๐—ถ๐—ด๐—ป, ๐—ฑ๐—ฒ๐˜ƒ๐—ฒ๐—น๐—ผ๐—ฝ๐—บ๐—ฒ๐—ป๐˜, and ๐—ถ๐—ป๐˜๐—ฒ๐—ฟ๐—ฝ๐—ฟ๐—ฒ๐˜๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—ผ๐—ณ ๐—”๐—œ/๐— ๐—Ÿ ๐—บ๐—ผ๐—ฑ๐—ฒ๐—น๐˜€, with a focus on their application in ๐—ป๐—ฒ๐˜‚๐—ฟ๐—ผ๐˜€๐—ฐ๐—ถ๐—ฒ๐—ป๐—ฐ๐—ฒ, and vice versa (๐—ก๐—ฒ๐˜‚๐—ฟ๐—ผ๐—”๐—œ).

With ๐—ผ๐˜ƒ๐—ฒ๐—ฟ ๐Ÿฎ๐Ÿฌ ๐˜†๐—ฒ๐—ฎ๐—ฟ๐˜€ of experience in biomedical data analytics, in both ๐—ต๐˜‚๐—บ๐—ฎ๐—ป and ๐—ป๐—ผ๐—ป-๐—ต๐˜‚๐—บ๐—ฎ๐—ป ๐—ฝ๐—ฟ๐—ถ๐—บ๐—ฎ๐˜๐—ฒ studies, I have extensively utilized a diverse range of biomedical signal and image processing techniques, from ๐˜๐—ฟ๐—ฎ๐—ฑ๐—ถ๐˜๐—ถ๐—ผ๐—ป๐—ฎ๐—น ๐˜€๐˜๐—ฎ๐˜๐—ถ๐˜€๐˜๐—ถ๐—ฐ๐—ฎ๐—น ๐—บ๐—ฒ๐˜๐—ต๐—ผ๐—ฑ๐˜€ to ๐—บ๐—ผ๐—ฑ๐—ฒ๐—ฟ๐—ป ๐— ๐—Ÿ ๐—บ๐—ผ๐—ฑ๐—ฒ๐—น๐˜€, across various biomedical signals and images, including ๐—˜๐—˜๐—š (brain-computer interface, emotion recognition, neurofeedback, source reconstruction, forward/inverse problem simulation), ๐— ๐—˜๐—š (associative learning, source reconstruction, forward/inverse problem simulation), ๐— ๐—ฅ๐—œ (MPM processing, alignment, skull stripping, inflation, registration), ๐— ๐—จ๐—”/๐—Ÿ๐—™๐—ฃ (brain-computer interface, neurofeedback), ๐—˜๐—–๐—š (cardiac output estimation, atrial fibrillation prediction), ๐—˜๐—ข๐—š (motor control, eye-machine interface), ๐—˜๐— ๐—š (muscle fatigue analysis), ๐—ฃ๐—–๐—š (congenital heart diseases classification), ๐—ฃ๐—ฃ๐—š (PPG-respiration correlation), ๐—จ๐—น๐˜๐—ฟ๐—ฎ๐˜€๐—ผ๐˜‚๐—ป๐—ฑ (sonogram, simulation and processing, time delay estimation, strain estimation), ๐—˜๐—น๐—ฎ๐˜€๐˜๐—ผ๐—ด๐—ฟ๐—ฎ๐—บ (tumor detection), ๐—•๐—ถ๐—ผ๐—บ๐—ฒ๐˜๐—ฟ๐˜†/๐—•๐—ฒ๐—ต๐—ฎ๐˜ƒ๐—ถ๐—ผ๐—บ๐—ฒ๐˜๐—ฟ๐˜† (person authentication based on some behavioral sounds), ๐—ฅ๐—ฒ๐˜๐—ถ๐—ป๐—ฎ๐—น ๐—ถ๐—บ๐—ฎ๐—ด๐—ถ๐—ป๐—ด (Characterization of changes in blood vessel width and tortuosity in retinopathy of prematurity), ๐——๐—ฒ๐—ฟ๐—บ๐—ฎ๐˜๐—ผ๐˜€๐—ฐ๐—ผ๐—ฝ๐—ถ๐—ฐ ๐—ถ๐—บ๐—ฎ๐—ด๐—ถ๐—ป๐—ด (skin cancer detection), ๐˜ƒ๐—ผ๐—ถ๐—ฐ๐—ฒ-๐—ฐ๐—ผ๐—ป๐˜๐—ฟ๐—ผ๐—น๐—น๐—ฒ๐—ฑ ๐—ถ๐—ป๐—ฑ๐˜‚๐˜€๐˜๐—ฟ๐—ถ๐—ฎ๐—น ๐—บ๐—ผ๐˜๐—ผ๐—ฟ, ๐—ฉ๐—ฅ (VR in medicine and biomedical engineering), and ๐˜๐—ฒ๐˜…๐˜ ๐—ฎ๐—ป๐—ฎ๐—น๐˜†๐˜๐—ถ๐—ฐ๐˜€ (sentiment analysis).

Coding Coding Coding Coding

Pinned

  1. Block-sparse-models-in-multi-modality-application-to-the-inverse-problem-in-EEG-MEG Block-sparse-models-in-multi-modality-application-to-the-inverse-problem-in-EEG-MEG Public

    Block-sparse models in multi-modality: application to the inverse problem in EEG/MEG

    TeX

  2. Brain-Computer-Interface-for-Navigation-in-Virtual-Environments Brain-Computer-Interface-for-Navigation-in-Virtual-Environments Public

    Brain-Computer Interface for Navigation in Virtual Environments

  3. Invasive-cognitive-brain-computer-interfaces-to-enhance-and-restore-attention Invasive-cognitive-brain-computer-interfaces-to-enhance-and-restore-attention Public

    Invasive Cognitive Brain-computer Interfaces to Enhance and Restore Attention: Non-human Primates Study

  4. MEG-processing-and-dynamic-time-resolved-laminar-MEG-source-localisation-MRI-informed- MEG-processing-and-dynamic-time-resolved-laminar-MEG-source-localisation-MRI-informed- Public

    Tracking Information Flow in Dynamic Communication in the Brain Networks: Optimal Localization of the Brain Sources and Developing Functional Connectivity Approaches using MEG

  5. EEG-Signal-Cleaning-Pipeline-Management-EEGLAB-based- EEG-Signal-Cleaning-Pipeline-Management-EEGLAB-based- Public

    EEG Signal Cleaning Pipeline Management (EEGLAB-based)

    1

  6. EEG-MEG-Forward-and-Inverse-Multilayer-Source-Space-Problem-Pipeline-FieldTrip-based-Toolbox EEG-MEG-Forward-and-Inverse-Multilayer-Source-Space-Problem-Pipeline-FieldTrip-based-Toolbox Public

    EEG/MEG Forward and Inverse (Multilayer Source Space) Problem Pipeline (FieldTrip-based Toolbox)