Francis Chmiel

Efficient ambient-air-stable solar cells with 2D–3D heterostructured butylammonium-caesium-formamidinium lead halide perovskites

Zhiping Wang, Qianqian Lin, Francis Chmiel et al. · Nature Energy · 2017 · 1.4K citations · Full text

Materials Science, Engineering, Perovskite Solar Cell +10

Using explainable machine learning to characterise data drift and detect emergent health risks for emergency department admissions during COVID-19

Christopher Duckworth, Francis Chmiel, Daniel Burns et al. · Scientific Reports · 2021 · 96 citations · Full text

Prediction of Chronic Obstructive Pulmonary Disease Exacerbation Events by Using Patient Self-reported Data in a Digital Health App: Statistical Evaluation and Machine Learning Approach

Francis Chmiel, Daniel Burns, Brian Pickering et al. · JMIR Medical Informatics · 2022 · 29 citations · Full text

Using explainable machine learning to identify patients at risk of reattendance at discharge from emergency departments

Francis Chmiel, Daniel Burns, Martin Azor et al. · Scientific Reports · 2021 · 26 citations · Full text

Streamlining follicular monitoring during controlled ovarian stimulation: a data-driven approach to efficient IVF care in the new era of social distancing

I Robertson, Francis Chmiel, Ying Cheong · Human Reproduction · 2020 · 18 citations · Full text