MS

Misha Sadeghi

Chair of Machine Learning and Data Analytics

Research associates

Address

Carl-Thiersch-Straße 2b 91052 Erlangen

Contact

Since 10/2021 Ph.D. Candidate  Machine Learning and Data Analytics Lab  Department Artificial Intelligence in Biomedical Engineering  Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Germany
10/2013 - 03/2016 M.Sc. Computer Architecture  Department of Computer Engineering   Amirkabir University of Technology (AUT) - (Tehran Polytechnic), Tehran, Iran  Thesis: "Speeding up Reconfiguration of FPGA Chips"
09/2009 - 09/2013 B.Sc. Computer Engineering  Department of Computer Engineering  Amirkabir University of Technology (AUT) - (Tehran Polytechnic), Tehran, Iran  Thesis: "Implementation of Hiding Countermeasures to Protect AES Hardware Module Against Power Analysis Attacks"

Empatho-Kinaesthetic Sensor Technology (EmpkinS) - D02

2025

2024

2023

2022

2019

  • President’s Welcome Award, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU) - 2021

Month/Year Name Title
Ongoing Sarina Nemati EMG Biofeedback Signal Analysis for Affective State Monitoring (Research project)
03/2026 Phuc Truong Loc Nguyen Multimodal Depression Detection from Linguistic and Acoustic Features in Clinical Interviews (Research internship)
03/2026 Yasaman Moradi Fard Behavioral and Physiological Cues in Depression Detection: A Multimodal Machine Learning Perspective (Master's thesis)
12/2025 Sheyda Aghazadeh Automatic Recognition of Pride and Joy Emotions from Facial Expressions (Research project)
11/2025 Khaled Otour   Coding of 3D Kinect Depth Video for Capturing Affective States (Master's thesis)
04/2025 Paria Ghaheri Detection of Depression Using Resting-State Facial Features from the EmpkinS D02 Dataset (Research project)
03/2025 Maryam Ameridaragheh Automated Detection of Approval and Rejection Expressions (Research project)
02/2025 Akash Kumar Comparative Analysis of Emotion Detection: Evaluating the Efficacy of OpenFace and Biosignal Fusion against Face Reader's Gold Standard (Master's thesis)
01/2025 Shivam Singh Exploring Biosignals for Depression Detection: Analyzing EMG, ECG, and Respiration Patterns (Master's thesis)
01/2025 Pragati Biradar Detecting Depression through Emotions, Facial Expressions, Eye Gaze, and Head Pose (Master's thesis)
07/2024 Aditya Narendra Integrated Data Processing for Questionnaire and Video Analysis Using OpenDBM  (Research internship)
11/2023 Vivien Holzwarth Correa Classification and Assessment of Rheumatoid Arthritis from Motion Capture Data Using Machine Learning (Bachelor's thesis)
11/2023 Nishanth Jain Statistical Analysis of Mood During Positive and Negative Thoughts Using Face Reader Extracted Features based on EmpkinS D02 Data (Research project)
10/2023 Ahmed Aboelela Statistical Analysis of Facial Action Units, Head Pose, and Eye Gaze in Different Phases of the Experiment Using the OpenFace Tool based on EmpkinS D02 Data (Research project)
10/2023 Akash Kumar Emotion Recognition Based on Facial Action Units, Eye Gaze, and Head Pose: A Novel Approach (Research project)
10/2023 Supraja Ramesh Analysis of Biosignal Data (EMG, ECG, and Respiration) in Different Phases of the Experiment based on EmpkinS D02 data (Research project)
09/2023 Arda Buglagil Design of a Point Tracking System with Depth Camera for Directional Control of a Mirror Galvanometer for Laser-based Detection of Muscle Movements (Research internship)
04/2023 Fateme Atayi Real-time Age, Gender, and Emotion Recognition Using Deep Neural Network Approach (Research project)
01/2023 Mohammad Hamza Predicting Emotional States Through Facial Expressions and Body Gestures (Research project)