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Mohd Usama
Mohd Usama
Postdoctoral Researcher in Deep Learning and Healthcare @ Umea University, Sweden
Postdoctoral Researcher in Deep Learning and Healthcare @ Umea University, Sweden
Best Researcher Award 2021 by Pencis (Global Awards on Primary Healthcare and Medicare), France
HUST Academic Excellence Award 2019/2020 by Huazhong University of Science and Technology, China
Outstanding International Graduate of 2020 Huazhong University of Science and Technology, China
Kempa Fellow 2022, Sweden
MOFCOM Fellow 2016, China
My blogs @ Medium
Editorial Board Member @ Journal of Computer Science and Software Development.
Former Researcher @ Centre of Advanced Research in Electrified Transportation, AMU, India
https://engineeringscientist.com/mohd-usama-machine-learning-best-researcher-award-1632/
News/Updates
March 2026 Invited as a Distinguished Speaker for the 6th International Conference on Future of Preventive Medicine and Public Health, held on March, in Rome, Italy.
November 2025 Invited as a distinguished speaker for the International Conference Women’s Health, Reproduction & Obstetrics, scheduled to take place in November, in the historic city of Rome, Italy.
July 2025 Invited as a Speaker at 3rd International Virtual Summit on Cancer Research and Oncology, which will be held on July, 2025 at New Jersey, USA.
May 2025 Invited as a speaker at the International Conference on Advances in Public Health & Nursing, taking place at DoubleTree by Hilton Kyoto Station, Osaka, Japan.
May 2025 Invited as a distinguished Speaker for the International Conference on Artificial Intelligence and Machine Learning, in Copenhagen, Denmark.
March 2025 We are pleased to announce that our article titled "A Domain Adaptation Model for Carotid Ultrasound: Image Harmonization, Noise Reduction, and Impact on Cardiovascular Risk Markers" has been accepted for publication in Computers in Biology and Medicine, Elsevier.
April 2024 Invited for a lecture "The Intersection of Statistics and AI: Exploring the Importance of Statistical Methods in Machine Learning", at Vellore Institute of Technology, Vellore, India.
April 2023 Invited for a talk on my paper "Self-attention based recurrent convolutional neural network for disease prediction using healthcare data" at 2nd WorldBrain Disorders and Neuroscience Summit (BDNS2023), Singapore
April 2023 Invited as speaker at 2023 Bio-pharma Industry Congress, held at Dalian, China.
May 2023 Research poster accepted at The Medical Technology Days (MTD) 2023, Stockholm, Sweden.
May 2023 Received research grant from The Heart Foundation of Northern Sweden.
December 2022 Received postdoc Grant from the Kempe Foundation, Sweden.
June 2022 Selected as Editorial Board Member for the Journal of Computer Science and Software Development.
October 2021 I am happy to announce that my profile has been selected for the Best Researcher Award under the category "Global Awards on Primary Healthcare and Medicare" by Pencis, France.
September 2021 Received a consultancy project "An end-to-end Bill and Invoice Analysis for Financial Solution" from DBlockchainers, Bangalore India.
November 2020 Invited for guest lectures on Big Data Analytics, Besant Theosophical College, Madanapalle, India.
May 2020 Recognised as Honorary International Graduate by the International Education College of the Huazhong University of Science and Technology, China.
May 2019 Received "HUST Academic Excellence Award" from Huazhong University of Science and Technology, China.
Research Interests
Research Interests
Area: Healthcare informatics, clinical decision support systems, medical imaging, clinical natural language processing, machine learning, artificial intelligence, data science
Area: Healthcare informatics, clinical decision support systems, medical imaging, clinical natural language processing, machine learning, artificial intelligence, data science
Keywords: Clinical text processing, medical image processing, disease risk assessment and interpolation, domain adaptation, attention mechanism, multimodal learning, Generative learning, deep learning
Keywords: Clinical text processing, medical image processing, disease risk assessment and interpolation, domain adaptation, attention mechanism, multimodal learning, Generative learning, deep learning
Employment
Employment
Postdoctoral Researcher (Dec 2022 – Present)
Postdoctoral Researcher (Dec 2022 – Present)
Umea University, | Department of Diagnostics and Intervention Umea, Sweden
Umea University, | Department of Diagnostics and Intervention Umea, Sweden
Working on the following projects
Working on the following projects
1) Clinical Decision Support System for Carotid Ultrasound Exam
1) Clinical Decision Support System for Carotid Ultrasound Exam
2)Evaluation of New AI Methods for Ultrasound Imaging Based Subclinical Atherosclerosis Risk Assessment.
2)Evaluation of New AI Methods for Ultrasound Imaging Based Subclinical Atherosclerosis Risk Assessment.
• Working on generative adversarial networks to address the problem of domain adaptation, noise suppression, and interpolation of plaque in carotid ultrasound images.
• Working on generative adversarial networks to address the problem of domain adaptation, noise suppression, and interpolation of plaque in carotid ultrasound images.
Assistant Professor-Senior Scale (July 2022 – Dec 2022)
Assistant Professor-Senior Scale (July 2022 – Dec 2022)
University of Petroleum and Energy Studies | School of Computer Science, India
University of Petroleum and Energy Studies | School of Computer Science, India
Assistant Professor (Aug 2021 – Jun 2022)
Assistant Professor (Aug 2021 – Jun 2022)
Kalasalingam Academy of Research and Education | Department of CSE Krishnankoil, India
Kalasalingam Academy of Research and Education | Department of CSE Krishnankoil, India
Assistant Professor (Oct 2020 – Jun 2021)
Assistant Professor (Oct 2020 – Jun 2021)
Madanapalle Institute of Technology and Science | Depart. of Computer Appl. Madanapalle, India
Madanapalle Institute of Technology and Science | Depart. of Computer Appl. Madanapalle, India
Research Assistant-Internship (Oct 2015-May 2016)
Centre of Advanced Research in Electrified Transportation, Aligarh Muslim University, India
Graduate Research Assistant-Internship (June 2015-October 2015)
New and Renewable Sustainable Electric Energy Systems (NRSEES) research group, Aligarh Muslim University, India.
Work Experience
Work Experience
Teaching
Teaching
Lecturing, Principles of Programming Languages, University of Petroleum and Energy Studies, Fall 2022.
Lecturing, Principles of Programming Languages, University of Petroleum and Energy Studies, Fall 2022.
Lecturing, Information Security Fundamentals, University of Petroleum and Energy Studies, Fall 2022.
Lecturing, Information Security Fundamentals, University of Petroleum and Energy Studies, Fall 2022.
Developing course material and lecturing, Design and Analysis of Algorithms, Kalasalingam Academy of Research and Education, Spring 2022.
Developing course material and lecturing, Design and Analysis of Algorithms, Kalasalingam Academy of Research and Education, Spring 2022.
Developing course material and lecturing, Database Management System, Kalasalingam Academy of Research and Education, Spring 2022.
Developing course material and lecturing, Database Management System, Kalasalingam Academy of Research and Education, Spring 2022.
Lecturing, Algorithm for Intelligent Systems and Robotics Design, Kalasalingam Academy of Research and Education, Fall 2021.
Lecturing, Algorithm for Intelligent Systems and Robotics Design, Kalasalingam Academy of Research and Education, Fall 2021.
Lecturing, Problem-Solving Using C, Kalasalingam Academy of Research and Education, Fall 2021.
Lecturing, Problem-Solving Using C, Kalasalingam Academy of Research and Education, Fall 2021.
Developing course material and lecturing, Deep Learning, Madanapalle Institute of Technology and Science, Spring 2021.
Developing course material and lecturing, Deep Learning, Madanapalle Institute of Technology and Science, Spring 2021.
Lecturing, Programming with C++, Madanapalle Institute of Technology and Science, Spring 2021.
Lecturing, Programming with C++, Madanapalle Institute of Technology and Science, Spring 2021.
Lecturing, Python Programming, Madanapalle Institute of Technology and Science, Fall 2020.
Lecturing, Python Programming, Madanapalle Institute of Technology and Science, Fall 2020.
Giving guest lectures, Big Data Analytics, Besant Theosophical College, Fall 2020.
Invited lecture, The Intersection of Statistics and AI: Exploring the Importance of Statistical Methods in Machine Learning, Vellore Institute of Technology, Vellore, 29 April, 2024
Teaching Instructor for Laboratory Courses
Teaching Instructor for Laboratory Courses
MAT18R207-Principles of Programming Languages, University of Petroleum and Energy Studies, Fall 2022
MAT18R207-Principles of Programming Languages, University of Petroleum and Energy Studies, Fall 2022
CSE18R173-Design and Analysis of Algorithms, Kalasalingam Academy of Research and Education, Spring 2022
CSE18R173-Design and Analysis of Algorithms, Kalasalingam Academy of Research and Education, Spring 2022
INT18R371-Database Management System, Kalasalingam Academy of Research and Education, Spring 2022
INT18R371-Database Management System, Kalasalingam Academy of Research and Education, Spring 2022
CSE18R292-Algorithm for Intelligent Systems and Robotics Design, Kalasalingam Academy of Research and Education, Fall 2021
CSE18R292-Algorithm for Intelligent Systems and Robotics Design, Kalasalingam Academy of Research and Education, Fall 2021
211CSE1401-Problem-Solving Using C, Kalasalingam Academy of Research and Education, Fall 2021
211CSE1401-Problem-Solving Using C, Kalasalingam Academy of Research and Education, Fall 2021
20MBAP201-Information Technology for Managers (Laboratory), Madanapalle Institute of Technology and Science, Spring 2021
20MBAP201-Information Technology for Managers (Laboratory), Madanapalle Institute of Technology and Science, Spring 2021
18MCAP506-Deep Learning Laboratory, Madanapalle Institute of Technology and Science, Spring 2021
18MCAP506-Deep Learning Laboratory, Madanapalle Institute of Technology and Science, Spring 2021
CSE18R255-Python Programming, Madanapalle Institute of Technology and Science, Fall 2020
CSE18R255-Python Programming, Madanapalle Institute of Technology and Science, Fall 2020
Projects Supervised (undergraduate & postgraduate)
Projects Supervised (undergraduate & postgraduate)
Face detection app using firebase ML KIT, Department of Computer Applications, Madanapalle Institute of Technology and Science, 2020 - 2021.
Face detection app using firebase ML KIT, Department of Computer Applications, Madanapalle Institute of Technology and Science, 2020 - 2021.
Intelligent modelling of architectural design, Department of Computer Science and Engineering, Kalasalingam Academy of Research and Education, 2021 - 2022.
Intelligent modelling of architectural design, Department of Computer Science and Engineering, Kalasalingam Academy of Research and Education, 2021 - 2022.
Detection and classification of lung diseases using machine learning techniques, Department of Computer Science and Engineering, Kalasalingam Academy of Research and Education, 2021 - 2022.
Detection and classification of lung diseases using machine learning techniques, Department of Computer Science and Engineering, Kalasalingam Academy of Research and Education, 2021 - 2022.
Smart Health Prediction Using Machine Learning, Department of Computer Science and Engineering, Kalasalingam Academy of Research and Education, 2021 - 2022.
Smart Health Prediction Using Machine Learning, Department of Computer Science and Engineering, Kalasalingam Academy of Research and Education, 2021 - 2022.
Classification of paddy and tomato crop diseases detection using CNN, Department of Computer Science and Engineering, Kalasalingam Academy of Research and Education, 2021 - 2022.
Classification of paddy and tomato crop diseases detection using CNN, Department of Computer Science and Engineering, Kalasalingam Academy of Research and Education, 2021 - 2022.
Sentiment Analysis Of Product Reviews Using Machine Learning, Department of Computer Science and Engineering, Kalasalingam Academy of Research and Education, 2021 - 2022.
Sentiment Analysis Of Product Reviews Using Machine Learning, Department of Computer Science and Engineering, Kalasalingam Academy of Research and Education, 2021 - 2022.
Waste food management and donation app, Community Service Project (CSP), Department of Computer Science and Engineering, Kalasalingam Academy of Research and Education, 2021 - 2022.
Waste food management and donation app, Community Service Project (CSP), Department of Computer Science and Engineering, Kalasalingam Academy of Research and Education, 2021 - 2022.
Grocery app, CSP, Department of Computer Science and Engineering, Kalasalingam Academy of Research and Education, 2021 - 2022.
Grocery app, CSP, Department of Computer Science and Engineering, Kalasalingam Academy of Research and Education, 2021 - 2022.
Home Mart, CSP, Department of Computer Science and Engineering, Kalasalingam Academy of Research and Education, 2021 - 2022.
Home Mart, CSP, Department of Computer Science and Engineering, Kalasalingam Academy of Research and Education, 2021 - 2022.
Other Professional Activities
Editorial Board Member for Journal of Computer Science and Software Development, USA
Quarterly Franklin Member, London Journal Press, UK
Reviewer, Nature Scientific Reports
Reviewer, Future Generation Computer System
Reviewer, IEEE Access
Reviewer, Engineering Reports
Reviewer, Artificial Intelligence In Medicine
Reviewer, Multimedia Systems, Springer
Reviewer, International Journal of Artificial Intelligence
Reviewer, Turkish Journal of Engineering
Reviewer, DYNA New Technologies
Google Scholar: https://scholar.google.com/citations?user=fICno78AAAAJ&hl=en
Scopus: https://www.scopus.com/authid/detail.uri?authorId=57197868083
ResearchGate: https://www.researchgate.net/profile/Mohd-Usama-3?ev=hdrxprf
ORCID: https://orcid.org/0000-0001-6524-7694
LinkedIn: https://www.linkedin.com/in/mohd-usama-83b251b5/
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