Jaya Kumar

According to our database, Jaya Kumar authored at least 7 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Sepsis mortality prediction using machine learning and deep learning - a systematic review.

Mohannad Natheef AbuHaweeleh, Adiba Tabassum Chowdhury, Mehrin Newaz, Purnata Saha, Khandaker Reajul Islam, Jaya Kumar, Muhammad E. H. Chowdhury, Shona Pedersen

BMC Medical Informatics Decis. Mak., December, 2026

2025

A novel classical machine learning framework for early sepsis prediction using electronic health record data from ICU patients.

Johayra Prithula, Khandaker Reajul Islam, Jaya Kumar, Toh Leong Tan, Mamun Bin Ibne Reaz, Tawsifur Rahman, Susu M. Zughaier, Muhammad Salman Khan, M. Murugappan, Muhammad E. H. Chowdhury

Comput. Biol. Medicine, 2025

A Clinically Interpretable Approach for Early Detection of Autism Using Machine Learning With Explainable AI.

Oishi Jyoti, Hafsa Binte Kibria, Zareen Tasnim Pear, Md. Nahiduzzaman, Md. Faysal Ahamed, Khandaker Reajul Islam, Jaya Kumar, Muhammad E. H. Chowdhury

IEEE Access, 2025

Documenting Care with AI: A Comparative Analysis of Commercial Scribe Tools.

Leopold Arko IV, Carly Hudelson, Jaya Kumar, Sameer Badlani, Michelle Stoffel, Rebecca Markowitz, Genevieve B. Melton

Proceedings of the MEDINFO 2025 - Healthcare Smart × Medicine Deep, 2025

2024

Correction: Machine learning-based prognostic model for 30-day mortality prediction in Sepsis-3.

Md. Sohanur Rahman, Khandaker Reajul Islam, Johayra Prithula, Jaya Kumar, Mufti Mahmud, Mohammed Fasihul Alam, Mamun Bin Ibne Reaz, Abdulrahman Alqahtani, Muhammad E. H. Chowdhury

BMC Medical Informatics Decis. Mak., December, 2024

Machine learning-based prognostic model for 30-day mortality prediction in Sepsis-3.

Md. Sohanur Rahman, Khandaker Reajul Islam, Johayra Prithula, Jaya Kumar, Mufti Mahmud, Mohammed Fasihul Alam, Mamun Bin Ibne Reaz, Abdulrahman Alqahtani, Muhammad E. H. Chowdhury

BMC Medical Informatics Decis. Mak., December, 2024

2016

A Scalable Record Retrieval Methodology Using Relational Keyword Search System.

Naveen Kumar, Jaya Kumar, Rishikesh B. Salunkhe, Aniket D. Kadam

ICTCS, 2016