Browsing by Author "Kumar, Jaya"
Now showing items 1-3 of 3
-
Correction: Machine learning-based prognostic model for 30-day mortality prediction in Sepsis-3
Rahman, Md Sohanur; Islam, Khandaker Reajul; Prithula, Johayra; Kumar, Jaya; Mahmud, Mufti; Alam, Mohammed Fasihul; Reaz, Mamun Bin Ibne; Alqahtani, Abdulrahman; Chowdhury, Muhammad E.H.... more authors ... less authors ( Springer Nature link , 2024 , Article)Background Sepsis poses a critical threat to hospitalized patients, particularly those in the Intensive Care Unit (ICU). Rapid identification of Sepsis is crucial for improving survival rates. Machine learning techniques ... -
A novel classical machine learning framework for early sepsis prediction using electronic health record data from ICU patients
Prithula, Johayra; Islam, Khandaker Reajul; Kumar, Jaya; Tan, Toh Leong; Reaz, Mamun Bin Ibne; Rahman, Tawsifur; Zughaier, Susu M.; Khan, Muhammad Salman; Murugappan, M.; Chowdhury, Muhammad E.H.... more authors ... less authors ( Elsevier , 2025 , Article)Sepsis, a life-threatening condition triggered by the body's response to infection, remains a significant global health challenge, annually affecting millions in the United States alone with substantial mortality and ... -
The Promise of the Zebrafish Model for Parkinson’s Disease: Today’s Science and Tomorrow’s Treatment
Razali, Khairiah; Othman, Noratikah; Mohd Nasir, Mohd Hamzah; Doolaanea, Abd Almonem; Kumar, Jaya; Ibrahim, Wisam Nabeel; Ibrahim, Norlinah Mohamed; Mohamed, Wael M. Y.... more authors ... less authors ( Frontiers Media , 2021 , Article)The second most prevalent neurodegenerative disorder in the elderly is Parkinson’s disease (PD). Its etiology is unclear and there are no available disease-modifying medicines. Therefore, more evidence is required concerning ...