Parashkev Nachev

Federated learning for medical imaging radiology

2023 · 67 Zit. · British Journal of Radiology

Artificial intelligence and headache

2024 · 19 Zit. · Cephalalgia

Representational ethical model calibration

2022 · 11 Zit. · npj Digital Medicine

Predicting mortality in acutely hospitalised older patients: the impact of model dimensionality

2023 · 8 Zit. · BMC Medicine

Analyzing historical and future acute neurosurgical demand using an AI-enabled predictive dashboard

2022 · 7 Zit. · Scientific Reports

Sex-Based Performance Disparities in Machine Learning Algorithms for Cardiac Disease Prediction: Exploratory Study

2024 · 7 Zit. · Journal of Medical Internet Research

The human cost of ethical artificial intelligence

2023 · 6 Zit. · Brain Structure and Function

Machine Learning in Practice—Clinical Decision Support, Risk Prediction, Diagnosis

2023 · 2 Zit.

An artificial intelligence natural language processing pipeline for information extraction in neuroradiology.

2021 · 1 Zit. · arXiv (Cornell University)

Author response for "Towards algorithm auditing: managing legal, ethical and technological risks of AI, ML and associated algorithms"

2024 · 1 Zit.

Neuradicon: Operational representation learning of neuroimaging reports

2025 · 1 Zit. · Computer Methods and Programs in Biomedicine

RAISE -- Radiology AI Safety, an End-to-end lifecycle approach

2023 · 1 Zit. · arXiv (Cornell University)

Bidirectional human-AI collaboration in brain tumour assessments improves both expert human and AI agent performance

2025 · 0 Zit. · ArXiv.org

The multi-dimensional equity of predictive models in acute ischaemic stroke

2025 · 0 Zit. · Research Square

Author response for "Towards algorithm auditing: managing legal, ethical and technological risks of AI, ML and associated algorithms"

2024 · 0 Zit.