{Reference Type}: Systematic Review {Title}: EEG biomarkers for the prediction of post-traumatic epilepsy - a systematic review of an emerging field. {Author}: Pyrzowski J;Kałas M;Mazurkiewicz-Bełdzińska M;Siemiński M; {Journal}: Seizure {Volume}: 119 {Issue}: 0 {Year}: 2024 Jul 25 {Factor}: 3.414 {DOI}: 10.1016/j.seizure.2024.05.006 {Abstract}: Traumatic brain injury (TBI) is often followed by post-traumatic epilepsy (PTE), a condition often difficult to treat and leading to a substantial decline in quality of life as well as increased long-term mortality. The latent period between TBI and the emergence of spontaneous recurrent seizures provides an opportunity for pharmacological intervention to prevent epileptogenesis. Biomarkers capable of predicting PTE development are urgently needed to facilitate clinical trials of putative anti-epileptogenic drugs. EEG is a widely available and flexible diagnostic modality that plays a fundamental role in epileptology. We systematically review the advances in the field of the discovery of EEG biomarkers for the prediction of PTE in humans. Despite recent progress, the field faces several challenges including short observation periods, a focus on early post-injury monitoring, difficulties in translating findings from animal models to scalp EEG, and emerging evidence indicating the importance of assessing altered background scalp EEG activity alongside epileptiform activity using quantitative EEG methods while also considering sleep abnormalities in future studies.