Hammerla, Nils Y.

Attention U-Net: Learning Where to Look for the Pancreas

Oktay, O., Schlemper, J., Folgoc, L. L., Lee, M., Heinrich, M., Misawa, K., Mori, K., McDonagh, S., Hammerla, N. Y., Kainz, B., et al. (2018) · arXiv

Medical Image Segmentation TechniquesAdvanced Neural Network Applications

Cited by 5,458

Large Scale Population Assessment of Physical Activity Using Wrist Worn Accelerometers: The UK Biobank Study

Doherty, A., Jackson, D., Hammerla, N., Plötz, T., Olivier, P., Granat, M. H., White, T., van Hees, V. T., Trenell, M. I., Owen, C. G., et al. (2017) · PLOS ONE

Physical Activity and HealthContext-Aware Activity Recognition Systems

Cited by 1,250

Deep, Convolutional, and Recurrent Models for Human Activity Recognition Using Wearables

Hammerla, N. Y., Halloran, S., & Ploetz, T. (2016) · arXiv

Context-Aware Activity Recognition SystemsGait Recognition and Analysis

Cited by 606

PD Disease State Assessment in Naturalistic Environments Using Deep Learning

Hammerla, N., Fisher, J., Andras, P., Rochester, L., Walker, R., & Ploetz, T. (2015) · Proceedings of the AAAI Conference on Artificial Intelligence

Context-Aware Activity Recognition SystemsBalance, Gait, and Falls Prevention

Cited by 179

Optimising sampling rates for accelerometer-based human activity recognition

Khan, A., Hammerla, N., Mellor, S., & Plötz, T. (2016) · Pattern Recognition Letters

Context-Aware Activity Recognition SystemsGait Recognition and Analysis

Cited by 171

On preserving statistical characteristics of accelerometry data using their empirical cumulative distribution

Hammerla, N. Y., Kirkham, R., Andras, P., & Ploetz, T. (2013) · Proceedings of the 2013 International Symposium on Wearable Computers

Context-Aware Activity Recognition SystemsTime Series Analysis and Forecasting

Cited by 138

Let's (not) stick together: pairwise similarity biases cross-validation in activity recognition

Hammerla, N. Y., & Plötz, T. (2015) · Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing

Context-Aware Activity Recognition SystemsTime Series Analysis and Forecasting

Cited by 91

Body-worn sensors in Parkinson’s disease: evaluating their acceptability to patients

Fisher, J. M., Hammerla, N. Y., Rochester, L., Andras, P., & Walker, R. W. (2016) · Telemedicine and e-Health

Context-Aware Activity Recognition SystemsNon-Invasive Vital Sign Monitoring

Cited by 81

A study of wrist-worn activity measurement as a potential real-world biomarker for late-life depression

O'Brien, J. T., Gallagher, P., Stow, D., Hammerla, N., Ploetz, T., Firbank, M., Ladha, C., Ladha, K., Jackson, D., McNaney, R., et al. (2017) · Psychological Medicine

Physical Activity and HealthContext-Aware Activity Recognition Systems

Cited by 76