Ira Hofer

Realistically Integrating Machine Learning Into Clinical Practice: A Road Map of Opportunities, Challenges, and a Potential Future

2020 · 66 Zit. · Anesthesia & Analgesia

Development and validation of an interpretable neural network for prediction of postoperative in-hospital mortality

2021 · 63 Zit. · npj Digital Medicine

Implications of the Use of Artificial Intelligence Predictive Models in Health Care Settings

2023 · 41 Zit. · Annals of Internal Medicine

Strengthening Discovery and Application of Artificial Intelligence in Anesthesiology: A Report from the Anesthesia Research Council

2025 · 14 Zit. · Anesthesiology

Opening the Black Box: Understanding the Science Behind Big Data and Predictive Analytics

2018 · 9 Zit. · Anesthesia & Analgesia

Strengthening Discovery and Application of Artificial Intelligence in Anesthesiology: A Report from the Anesthesia Research Council

2025 · 5 Zit. · Anesthesia & Analgesia

Preoperative predictions of in-hospital mortality using electronic medical record data

2018 · 4 Zit. · bioRxiv (Cold Spring Harbor Laboratory)

Detecting, Characterizing, and Mitigating Implicit and Explicit Racial Biases in Health Care Datasets With Subgroup Learnability: Algorithm Development and Validation Study

2025 · 2 Zit. · Journal of Medical Internet Research

Unveiling the Future of Postoperative Outcomes Prediction: The Role of Machine Learning and Trust in Healthcare

2024 · 2 Zit. · Journal of Medical Systems

Real-world usage diminishes validity of Artificial Intelligence tools

2022 · 1 Zit. · medRxiv

Derivation and Validation of a Machine Learning Approach to Detect and Mitigate Biases in Healthcare Data

2023 · 1 Zit. · medRxiv