Publications

Bioconductor: open software development for computational biology and bioinformatics

A safe operating space for humanity

Squeeze-and-Excitation Networks

The central building block of convolutional neural networks (CNNs) is the convolution operator, which enables networks to construct informative features by fusing both spatial a...

Comprehensive molecular portraits of human breast tumours

A Practical Guide to Splines

Effect of potentially modifiable risk factors associated with myocardial infarction in 52 countries (the INTERHEART study): case-control study

Planetary boundaries: Guiding human development on a changing planet

Crossing the boundaries in global sustainability The planetary boundary (PB) concept, introduced in 2009, aimed to define the environmental limits within which humanity can safe...

SciPy 1.0: fundamental algorithms for scientific computing in Python.

Researching Lived Experience: Human Science for an Action Sensitive Pedagogy

Preface Preface to the 2nd Edition 1. Human Science Introduction Why Do Human Science Research? What Is a Hermeneutic Phenomenological Human Science? What Does it Mean to Be Rat...

2021 ESC Guidelines for the diagnosis and treatment of acute and chronic heart failure

peer reviewed

Quantifying the Sim-To-Real Gap in UAV Disturbance Rejection

Due to the safety risks and training sample inefficiency, it is often preferred to develop controllers in simulation. However, minor differences between the simulation and the r...

A survey on Image Data Augmentation for Deep Learning

Abstract Deep convolutional neural networks have performed remarkably well on many Computer Vision tasks. However, these networks are heavily reliant on big data to avoid overfi...