$7,000
Prize Pool
1
Est. Projects
Background
One of the most critical bottlenecks in modern healthcare is the inability to holistically analyze heterogeneous patient data. Lab results, vital signs, and free-text clinical notes are rarely processed together — yet together they tell the full story of a patient's health trajectory. Existing scoring systems remain largely static, limited in parameters, and disconnected from real-time clinical realities. The Challenge This competition invites participants to tackle three interconnected problems:
Patient prognosis Length of Stay (LOS) Examination and procedure needs Hospital resource allocation requirements
What We Expect From You Participants are not only expected to write code — they are expected to pioneer the digital representation of human health by translating medical literature into mathematical models. The best submissions will demonstrate:
Rigorous data preprocessing and feature engineering Clinically grounded and interpretable health scoring approaches Strong predictive performance on the provided dataset Clear documentation and reproducibility
Why this score
Missing data
EpigenetiX
www.epigenetiks.com.tr