About Me
I’m Mohammad Amir Eshraghi, and I go by Robin in daily life! Formerly a Digital Electronic Engineer, now I’ve been a Researcher in the intersection of AI and Robotics. I am passionate about filling the gaps between deep learning, embodied AI, and robotic systems by contributing to egocentric AI and 3D recognition to develop intelligent robots that address real-world challenges.
Recently, I have been collaborating with researchers at Oregon State University (OSU) to design a transformer-based machine vision system implemented on smartphone and robotic systems, enabling real-time decision-making for agricultural purposes.
Before joining OSU, I earned my M.Sc. in Electrical Engineering from the Iran University of Science and Technology (IUST), where I specialized in Digital Electronic Systems and Intelligent Systems and developed innovative AI-based solutions for medical applications, including leukemia and COVID-19 diagnosis systems using computer vision and image processing methods. I have collaborated with esteemed research groups across multiple institutions, contributing to impactful projects in AI for healthcare, and publishing my work in peer-reviewed journals.
Publications
- COV-MobNets: A Mobile Networks Ensemble Model for Diagnosis of COVID-19 based on Chest X-ray Images
(MA. Eshraghi, A. Ayatollahi, SB. Shokouhi)
[BMC Medical Imaging, 2023] [doi] [GitHub]
- A Mobile Application based on Efficient Lightweight CNN model for Classification of B-ALL Cancer from non-cancerous Cells: A Design and Implementation Study
(A. Hosseini, MA. Eshraghi, T. Taami, H. Sadeghsalehi, Z. Hoseinzadeh, M. Rafiee, M. Ghaderzadeh)
[Informatics in Medicine Unlocked, 2023] [doi] [GitHub]
- Efficient Framework for Detection of COVID-19 Omicron and Delta Variants Based on Two Intelligent Phases of CNN Models
(M. Ghaderzadeh, MA. Eshraghi, F. Asadi, A. Hosseini, R. Jafari, D. Bashash, H. Abolghasemi)
[Computational and Mathematical Methods in Medicine, 2022] [doi] [GitHub]
Academic Experiences
- Research Collaborator, Oregon State University (OSU), USA
- Research Assistant, Iran University of Science and Technology (IUST), Iran
Bioelectronic Lab, (Dr. Ahmad Ayatollahi) | Master Thesis in WBC Image Classification based on ViT and attention concepts
- Research Assistant, Iran University of Science and Technology (IUST), Iran
Machine Vision Lab, (Dr. Baradaran Shahriar Shokouhi) | Developed AI-based Covid-19 Detection Systems, resulting in one publication.
- Research Collaborator, Shahid Beheshti University of Medical Sciences (SBUMS), Iran
Hematology Research Group, (Dr. Mustafa Ghaderzadeh) | Developed Leukemia Diagnosis AI-based Mobile Application, resulting in one publication, oral presentation, and a proposal.
- Research Collaborator, Shahid Beheshti University of Medical Sciences (SBUMS), Iran
Radiology Research Group, (Dr. Mustafa Ghaderzadeh) | Developed AI-based Covid-19 Diagnosis Systems, resulting in one publication.