6 citations · 10 across the 10 of their papers we have counts for
10 papers
AgriPestDatabase-v1.0: A Structured Insect Dataset for Training Agricultural Large Language Model
Yagizhan Bilal Durak, Ahsan Ul Islam, Shahidul Islam +3
Agricultural pest management increasingly relies on timely and accurate access to expert knowledge, yet high quality labeled data and continuous expert support remain limited, part…
A Generative Framework for Predictive Modeling of Multiple Chronic Conditions Using Graph Variational Autoencoder and Bandit-Optimized Graph Neural Network
Julian Carvajal Rico, Adel Alaeddini, Syed Hasib Akhter Faruqui +2
Predicting the emergence of multiple chronic conditions (MCC) is crucial for early intervention and personalized healthcare, as MCC significantly impacts patient outcomes and healt…
Integrating A.I. in Higher Education: Protocol for a Pilot Study with 'SAMCares: An Adaptive Learning Hub'
Syed Hasib Akhter Faruqui, Nazia Tasnim, Iftekhar Ibne Basith +2
Learning never ends, and there is no age limit to grow yourself. However, the educational landscape may face challenges in effectively catering to students' inclusion and diverse l…
Nurse-in-the-Loop Artificial Intelligence for Precision Management of Type 2 Diabetes in a Clinical Trial Utilizing Transfer-Learned Predictive Digital Twin
Syed Hasib Akhter Faruqui, Adel Alaeddini, Yan Du +3
Background: Type 2 diabetes (T2D) is a prevalent chronic disease with a significant risk of serious health complications and negative impacts on the quality of life. Given the impa…
Incorporation of Eye-Tracking and Gaze Feedback to Characterize and Improve Radiologist Search Patterns of Chest X-rays: A Randomized Controlled Clinical Trial
Carolina Ramirez-Tamayo, Syed Hasib Akhter Faruqui, Stanford Martinez +6
Diagnostic errors in radiology often occur due to incomplete visual assessments by radiologists, despite their knowledge of predicting disease classes. This insufficiency is possib…
Discrimination of Radiologists Utilizing Eye-Tracking Technology and Machine Learning: A Case Study
Stanford Martinez, Carolina Ramirez-Tamayo, Syed Hasib Akhter Faruqui +7
Perception-related errors comprise most diagnostic mistakes in radiology. To mitigate this problem, radiologists employ personalized and high-dimensional visual search strategies,…
The Impact of Loss Functions and Scene Representations for 3D/2D Registration on Single-view Fluoroscopic X-ray Pose Estimation
Chaochao Zhou, Syed Hasib Akhter Faruqui, Abhinav Patel +7
Many tasks performed in image-guided procedures can be cast as pose estimation problems, where specific projections are chosen to reach a target in 3D space. In this study, we firs…
A Model Predictive Control Functional Continuous Time Bayesian Network for Self-Management of Multiple Chronic Conditions
Syed Hasib Akhter Faruqui, Adel Alaeddini, Jing Wang +3
Multiple chronic conditions (MCC) are one of the biggest challenges of modern times. The evolution of MCC follows a complex stochastic process that is influenced by a variety of ri…
Nonlinear State Space Modeling and Control of the Impact of Patients' Modifiable Lifestyle Behaviors on the Emergence of Multiple Chronic Conditions
Syed Hasib Akhter Faruqui, Adel Alaeddini, Jing Wang +2
The emergence and progression of multiple chronic conditions (MCC) over time often form a dynamic network that depends on patient's modifiable risk factors and their interaction wi…
A Functional Model for Structure Learning and Parameter Estimation in Continuous Time Bayesian Network: An Application in Identifying Patterns of Multiple Chronic Conditions
Syed Hasib Akhter Faruqui, Adel Alaeddini, Jing Wang +1
Bayesian networks are powerful statistical models to study the probabilistic relationships among set random variables with major applications in disease modeling and prediction. He…