Mahmoud Seifallahi

Dedicated Graduate Assistant adept in research and academic publishing demonstrated through history of academic excellence. Quick-learning, dedicated, and experienced working within postsecondary research environments. Dedicated to skill development and bringing value to dynamic teams.

• Winner of COECS Dean Fellowship, Among the graduate students of engineering college of FAU university, Spring 2024
• SPIE award, For attending and presenting our paper titled “Human pose estimation and gait analysis with convolutional neural networks for Alzheimer’s disease detection”, April 2024
• Best Journal Publication Award, Of College of Engineering and Computer Science, February 2023
• Honoring work published by a student at FAU University, April 2023
• NFS student travel award, For 22nd IEEE International Conference on Data Mining, Dec 2022

Date of Birth: 04/07/86

• Dr Behnaz Ghoraani, Associate Professor, Department of Computer & Electrical Engineering and Computer Science, Florida Atlantic University (FAU), USA, bghoraani@fau.edu, +1 561-297-4031
• Dr James E Galvin, Professor of Neurology and Psychiatry & Behavioral Sciences, University of Miami Miller School of Medicine, USA, jeg200@med.miami.edu

• Signal Processing
• Computer Vision
• Machine Learning
• Gait and Balance Analysis
• Daily Activity Analysis
• Dementia
• Alzheimer’s Disease

Researcher of the CCBH and BIH studies, Diagnosis Alzheimer’s disease and related dementia using gait and balance data., 05/2022 - present Detection and assessment of Alzheimer’s disease, Using gait analysis and machine learning., 2017 - Present Identification of fractures in oil well logs, Using wavelet and data fusion techniques., 2012

• Detection of Mild Cognitive Impairment using Various Types of Gait Tests and Machine Learning, Seifallahi, M; Galvin, J. E; Ghoraani, B., Frontiers in neurology, 15, 1354092, 2024
• Curve Walking Reveals More Gait Impairments in Older Adults with Mild Cognitive Impairment than Straight Walking: A Kinect Camera-Based Study, Seifallahi, M; Galvin, J. E; Ghoraani, B., Journal of Alzheimer's Disease Reports, 8, 1, 423-435, 2024
• Human pose estimation and gait analysis with convolutional neural networks for Alzheimer’s disease detection, Seifallahi, M; Galvin, J. E; Ghoraani, B., Big Data VI: Learning, Analytics, and Applications, 13036, 116-128, 2024
• Mild Cognitive Impairment Detection through Gait Analysis and Standard Cameras, Farrell, B; Horn, J; Seifallahi, M; Galvin, J. E; Ghoraani, B., 2024 IEEE Engineering in Medicine and Biology Society Conference (IEEE EMBC 2024), Orlando, Florida, USA, 07/15/24 - 07/19/24, Under the process of publishing
• Detection of Mild Cognitive Impairment from Quantitative Analysis of Timed Up and Go (TUG), Seifallahi, M; Galvin, J. E; Ghoraani, B., 2022 IEEE International Conference on Data Mining Workshops (ICDMW), Orlando, USA, 11/28/22 - 12/01/22, 10.1109/ICDMW58026.2022.00042
• Alzheimer’s Disease Detection Using Comprehensive Analysis of Timed Up and Go Test via Kinect V.2 Camera and Machine Learning, Seifallahi, M; Mehraban, A.H, Galvin, J. E; Ghoraani, B., IEEE Transactions on Neural Systems and Rehabilitation Engineering, 30, 1589-1600, 10.1109/TNSRE.2022.3181252, 2024
• Detection of mild cognitive Impairment from gait using Adaptive Neuro-Fuzzy Inference system, Seifallahi, M; Hassani Mehraban, A; Khamseh, F; Salehi, M; Hajati, G; Khansari, M; Ahmadzadeh, M; Babaie, M., Biomedical Signal Processing and Control, 71, 2022
• Alzheimer’s disease detection using skeleton data recorded with Kinect camera, Seifallahi, M., Soltanizadeh, H., Hassani Mehraban, A,. Khamseh, F., Cluster Comput, 23, 1469–1481, 2020
• A survey on Alzheimer’s disease detection using gait analysis, Seifollahi, M., Soltanizadeh, H., Mehraban, A., Khamseh, F., Koomesh, 22, 1, 10-27, 2020
• Detection of Alzheimer’s Disease in Elder People Using Gait Analysis and Kinect Camera, Seifallahi, M., Soltanizadeh, H., Mehraban, A., Khamseh, F., Journal of Health and Biomedical Informatics, 6, 3, 178-196, 2019
• A novel methodology for fracture extraction from borehole image logs, Seifallahi, M., Tokhmechi, B., Soleimani, A. and Fard, A.A., The First International Conference Oil, Gas, Petrochemical And Power Plant, Tehran, 2013

• Graduate Research Assistant, Researching and developing new technological tools for early diagnosis of Alzheimer’s disease and related dementias (ADRD) at ISENSE Lab of Florida Atlantic University (FAU), 05/14/22, present
• Teacher Assistant, Teacher Assistant of Artificial Intelligence in Medicine and Healthcare, Fall 2023
• Teacher Assistant, Teacher assistant of Introduction to Deep Learning, Spring 2023, Spring 2024
• Teacher Assistant, Teacher assistant of Control Lab System at the Department of Electrical and Computer Engineering of Florida Atlantic University (FAU), Fall 2022
• Co Mentor of REU student at FAU, Co-mentor of two REU students at the I-sense lab of FAU University with my advisor Dr. Ghoraani., Summer 2023 & 2024
• Co-leadership and organizer of the I-deep workshop at FAU, Co-leadership and organizer for the I-deep workshops in the Department of Electrical Engineering & Computer Science of FAU., Summer 2023 & 2024
• Volunteer member, Volunteer for organizing the IEEE EMBC 2024 Conference held in Orlando, USA, 07/15/24 - 07/19/24
• Volunteer member, Volunteer for organizing the IEEE ICDM 2022 Conference held in Orlando, USA, 10/28/22 - 12/01/22
• Member of IEEE society, Member in IEEE Society, and member as IEEE Young Professionals Group, and member of IEEE Computer Society, 10/01/22 - present
• Researcher and Member of the Scientific Committee at Iran Dementia and Alzheimer's Association, Designing and developing novel intelligent tools for diagnosis and assessment of Alzheimer’s Disease (AD) and Mild Cognitive Impairment (MCI)., 2018 - 2021
• Lecturer at Semnan University, Preparing the instruction for digital lab and training the BS students of electrical engineering., 2019 - 2021
• Teacher at Iran’s Ministry of Education, Teaching the basics of electronics to high school students., 2009 - 04/2022
• Lecturer at Payam Noor University, Teaching various courses in computer engineering for BS students., Tangestan, Boushehr, Iran, 2012 - 2016
• Lecturer at the University of Applied and Technology, Teaching various courses in electrical engineering for BS students., Khormoj, Boushehr, Iran, 2012 - 2014

• Winner of COECS Dean Fellowship among the graduate students of engineering college of FAU university, Spring 2024.
• SPIE award by Chair of SPIE Defense and Commercial Sensing Conference for attending and presenting our paper titled “ Human pose estimation and gait analysis with convolutional neural networks for Alzheimer’s disease detection”, April 2024.
• Best Journal Publication Award of College of Engineering and Computer Science. February 2023.
• Honoring work published by a student at FAU University, April 2023
• NFS student travel award for 22nd IEEE International Conference on Data Mining to attend and present our paper, Dec 2022