Dario Kringel

Explainable Artificial Intelligence (XAI) in Biomedicine: Making AI Decisions Trustworthy for Physicians and Patients

Jörn Lötsch, Dario Kringel, Alfred Ultsch · BioMedInformatics · 2021 · 101 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +23

Machine-learning-derived classifier predicts absence of persistent pain after breast cancer surgery with high accuracy

Jörn Lötsch, Reetta Sipilä, Tiina Tasmuth et al. · Breast Cancer Research and Treatment · 2018 · 70 citations · Full text

Breast Cancer Surgery, High Accuracy, Engineering +14

A data science approach to candidate gene selection of pain regarded as a process of learning and neural plasticity

Alfred Ultsch, Dario Kringel, Eija Kalso et al. · Pain · 2016 · 38 citations

Emergent biomarker derived from next-generation sequencing to identify pain patients requiring uncommonly high opioid doses

Dario Kringel, Alfred Ultsch, Michael Zimmermann et al. · The Pharmacogenomics Journal · 2016 · 32 citations · Full text

Opioid Epidemic, Pain Therapy, Pain Medicine +28

Machine-learned analysis of global and glial/opioid intersection–related DNA methylation in patients with persistent pain after breast cancer surgery

Dario Kringel, Mari Kaunisto, Eija Kalso et al. · Clinical Epigenetics · 2019 · 21 citations · Full text