McKinley, Richard Iain

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2021

McKinley, Richard; Wepfer, Rik; Aschwanden, Fabian; Grunder, Lorenz; Muri, Raphaela; Rummel, Christian; Verma, Rajeev; Weisstanner, Christian; Reyes, Mauricio; Salmen, Anke; Chan, Andrew; Wagner, Franca; Wiest, Roland (2021). Simultaneous lesion and brain segmentation in multiple sclerosis using deep neural networks. Scientific reports, 11(1), p. 1087. Springer Nature 10.1038/s41598-020-79925-4

2020

Rebsamen, Michael; Rummel, Christian; Reyes, Mauricio; Wiest, Roland; McKinley, Richard (2020). Direct cortical thickness estimation using deep learning-based anatomy segmentation and cortex parcellation. Human brain mapping, 41(17), pp. 4804-4814. Wiley-Blackwell 10.1002/hbm.25159

McKinley, Richard; Wepfer, Rik; Aschwanden, Fabian; Grunder, Lorenz; Muri, Raphaela; Rummel, Christian; Verma, Rajeev; Weisstanner, Christian; Reyes, Mauricio; Salmen, Anke; Chan, Andrew; Wagner, Franca; Wiest, Roland (2020). Robustness of Simultaneous Lesion and Neuroanatomy Segmentation in Multiple Sclerosis Using Deep Neural Networks (In Press). SSRN Electronic Journal Elsevier 10.2139/ssrn.3529469

Meier, R.; Lux, P.; McKinley, R.; Jung, S.; Fischer, U.; Gralla, J.; Wiest, R.; Kaesmacher, J. (2020). Threshold-based identification of persistent infarction after successful thrombectomy. International journal of stroke, 15(S1), p. 35. Sage

2019

Meier, Raphael; Lux, Paula; Jung, Simon; Fischer, Urs; Gralla, Jan; Reyes, Mauricio; Wiest, Roland; McKinley, Richard; Kaesmacher, Johannes (2019). Neural network-derived perfusion Maps for the assessment of lesions in patients with acute ischemic stroke (Submitted). Radiology: artificial intelligence Radiological Society of North America 10.1148/ryai.2019190019

McKinley, Richard; Grunder, Lorenz; Wepfer, Rik; Aschwanden, Fabian; Fischer, Tim; Friedli, Christoph; Muri, Raphaela; Rummel, Christian; Verma, Rajeev; Weisstanner, Christian; Reyes, Mauricio; Salmen, Anke; Chan, Andrew; Wiest, Roland; Wagner, Franca (2019). Automatic detection of lesion load change in Multiple Sclerosis using convolutional neural networks with segmentation confidence (arXiv). Cornell University

McKinley, Richard; Wepfer, Rik; Grunder, Lorenz; Aschwanden, Fabian; Fischer, Tim; Friedli, Christoph; Muri, Raphaela; Rummel, Christian; Verma, Rajeev Kumar; Weisstanner, Christian; Wiestler, Benedikt; Berger, Christoph; Eichinger, Paul; Muehlau, Mark; Reyes, Mauricio; Salmen, Anke; Chan, Andrew; Wiest, Roland; Wagner, Franca (2019). Automatic detection of lesion load change in Multiple Sclerosis using convolutional neural networks with segmentation confidence. NeuroImage: Clinical, 25, p. 102104. Elsevier 10.1016/j.nicl.2019.102104

2018

Jungo, Alain; McKinley, Richard; Meier, Raphael; Knecht, Urspeter; Vera, Luis; Pérez-Beteta, Julián; Molina-García, David; Pérez-García, Víctor M.; Wiest, Roland; Reyes, Mauricio (2018). Towards uncertainty-assisted brain tumor segmentation and survival prediction. In: International Conference On Medical Image Computing & Computer Assisted Intervention. 10.1007/978-3-319-75238-9_40

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