Knowledge-informed multimodal cfDNA analysis improves sensitivity and generalization in cancer detection
Antonio De Falco, Piera Grisolia, Raffaella Giuffrida, Clara Iannarone, Cinzia Graziano, Marianna Scrima, Alessia Maria Cossu, Rossella Tufano, Maria V. Yow, Chloe Marissa Brown, Palak Bajaj, Marco Bocchetti, Pier Vitale Nuzzo, Floriana Morgillo, Francesco Caraglia, , Michele Ceccarelli
Fate-AI improves cancer detection sensitivity and generalization by integrating fragmentomic and methylation features from cfDNA sequencing.
bioRxiv · Oct 20, 2025 · PreprintCancer Biology