Giovanni Cinà

1. Trust Issues: Uncertainty Estimation Does Not Enable Reliable OOD Detection On Medical Tabular Data
   2020/11/06 by Dennis Ulmer, Ulmer, Dennis, Lotta Meijerink +3 · 7 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare
2. The risks of risk assessment: causal blind spots when using prediction models for treatment decisions
   2024/02/27 by Nan van Geloven, Ruth H. Keogh, van Geloven, Nan +27 · 1 voice · 2 citations
   Mathematics · Computer Science · Economics, Econometrics and Finance · #FOS: Computer and information sciences #Methodology (stat.ME)
3. Unmasking the Chameleons: A Benchmark for Out-of-Distribution Detection in Medical Tabular Data
   2023/09/28 by Mohammad Azizmalayeri, Ameen Abu–Hanna, Azizmalayeri, Mohammad +3 · 1 citation
   Computer Science · Medicine · #Machine Learning in Healthcare #Frailty in Older Adults #Colorectal Cancer Screening and Detection
4. Bayesian Modelling in Practice: Using Uncertainty to Improve Trustworthiness in Medical Applications
   2019/06/20 by David Ruhe, Ruhe, David, Giovanni Cinà +6 · 1 citation
   Computer Science · #Machine Learning in Healthcare #Explainable Artificial Intelligence (XAI) #Bayesian Modeling and Causal Inference
5. Where Animacy Lives in Large Language Models: Tracing the Circuits of the Animacy Concept
   2026/07/23 by Samuele Punzo, Giovanni Cinà, Sandro Pezzelle
   #cs.CL