Pedro J. Gonçalves

Training deep neural density estimators to identify mechanistic models of neural dynamics

Pedro J. Gonçalves, Jan-Matthis Lueckmann, Michael Deistler et al. · eLife · 2020 · 250 citations · Full text

Flexible statistical inference for mechanistic models of neural dynamics

Jan-Matthis Lueckmann, Pedro J. Gonçalves, Giacomo Bassetto et al. · arXiv (Cornell University) · 2017 · 96 citations · Full text

Engineering, Machine Learning, Data Science +15

Benchmarking microbiome transformations favors experimental quantitative approaches to address compositionality and sampling depth biases

Verónica Lloréns‐Rico, Sara Vieira‐Silva, Pedro J. Gonçalves et al. · Nature Communications · 2021 · 70 citations · Full text

Flexible statistical inference for mechanistic models of neural dynamics

Jan-Matthis Lueckmann, Pedro J. Gonçalves, Giacomo Bassetto et al. · Lirias (KU Leuven) · 2017 · 66 citations · Full text

Engineering, Machine Learning, Data Science +15

Dysbiosis and Associated Stool Features Improve Prediction of Response to Biological Therapy in Inflammatory Bowel Disease

Clara Caenepeel, Gwen Falony, Kathleen Machiels et al. · Gastroenterology · 2023 · 63 citations · Full text

Inflammation, Chronic Inflammatory Diseases, Dysbiosis +11