Md Imran Sarker Source Confirmed

Affiliation confirmed via AI analysis of OpenAlex, ORCID, and web sources.

Researcher

University of Arkansas at Little Rock

unknown

3 h-index 5 pubs 27 cited

Research Areas

Advanced Neural Network Applications Natural Language Processing Techniques Medical Imaging Techniques and Applications Behavioral and Psychological Studies Health Sciences Research and Education Robotics and Sensor-Based Localization Topic Modeling Balance, Gait, and Falls Prevention

Is this your profile? Verify and claim your profile

OverviewAI-generated summary

Md Imran Sarker's research focuses on the application of machine learning and deep learning techniques to analyze complex data, particularly in the areas of human behavior and health monitoring. He has investigated the use of machine learning algorithms for toxicity classification on music lyrics and developed deep learning-based multimodal image retrieval systems that integrate both visual and textual information. His work also extends to video analytics, with studies on human gait monitoring for companion robots and for fall prevention and health monitoring in individuals.

Sarker has published five papers, achieving an h-index of 3 with 27 citations. He has collaborated with researchers including Mariofanna Milanova (University of Arkansas at Little Rock) on four shared publications, Robin Ghosh (Arkansas Tech University) on one publication, and Md Abdus Salam Siddique (Arkansas Tech University) on one publication. His most recent publication was in 2023, indicating recent activity in his research pursuits.

Metrics

  • h-index: 3
  • Publications: 5
  • Citations: 27

Selected Publications

  • Explaining Multimodal Image Retrieval Using A Vision and Language Task Model (2023) DOI
  • Deep Learning-Based Multimodal Image Retrieval Combining Image and Text (2022) DOI
  • Toxicity Classification on Music Lyrics Using Machine Learning Algorithms (2021) DOI
  • Video Analytics Gait Trend Measurement for Fall Prevention and Health Monitoring (2021) DOI
  • Video-Based Monitoring and Analytics of Human Gait for Companion Robot (2021) DOI

Collaborators

Researchers in the database who share publications

Mariofanna Milanova University of Arkansas at Little Rock 4 shared publications Robin Ghosh Arkansas Tech University 1 shared publication Md Abdus Salam Siddique Arkansas Tech University 1 shared publication

Similar Researchers

Based on overlapping research topics

Yoshiko Ikebe University of Arkansas at Fayetteville
Advanced Neural Network Applications Natural Language Processing Techniques Medical Imaging Techniques and Applications
Good match 5 shared topics
Duy Lê University of Arkansas at Fayetteville
Advanced Neural Network Applications Natural Language Processing Techniques Medical Imaging Techniques and Applications
Good match 4 shared topics
Susan Gauch University of Arkansas at Fayetteville
Advanced Neural Network Applications Natural Language Processing Techniques Medical Imaging Techniques and Applications
Good match 4 shared topics
Caleb Parks University of Arkansas at Fayetteville
Advanced Neural Network Applications Natural Language Processing Techniques Medical Imaging Techniques and Applications
Good match 4 shared topics
Fu Weiping University of Arkansas at Fayetteville
Advanced Neural Network Applications Natural Language Processing Techniques Health Sciences Research and Education
Good match 4 shared topics
Kevin A. Schneider University of Arkansas for Medical Sciences
Advanced Neural Network Applications Natural Language Processing Techniques Medical Imaging Techniques and Applications
Good match 4 shared topics