Publications

2019
Richard Chen, Filip Jankovic, Nikki Marinsek, Luca Foschini, Lampros Kourtis, Alessio Signorini, Melissa Pugh, Jie Shen, Roy Yaari, Vera Maljkovic, and others. 2019. “Developing Measures of Cognitive Impairment in the Real World from Consumer-Grade Multimodal Sensor Streams.” In Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, Pp. 2145–2155. ACM.
Peter Bandi, Oscar Geessink, Quirine Manson, Marcory Van Dijk, Maschenka Balkenhol, Meyke Hermsen, Babak Ehteshami Bejnordi, Byungjae Lee, Kyunghyun Paeng, Aoxiao Zhong, and others. 2019. “From detection of individual metastases to classification of lymph node status at the patient level: the CAMELYON17 challenge.” IEEE Transactions on Medical Imaging, 38, 2, Pp. 550–560.
2018
Faisal Mahmood, Daniel Borders, Richard Chen, Gregory N McKay, Kevan J Salimian, Alexander Baras, and Nicholas J Durr. 2018. “Deep adversarial training for multi-organ nuclei segmentation in histopathology images.” IEEE Transactions on Medical Imaging.
Faisal Mahmood, Richard Chen, Sandra Sudarsky, Daphne Yu, and Nicholas J. Durr. 2018. “Deep Learning with Cinematic Rendering - Fine-Tuning Deep Neural Networks Using Photorealistic Medical Images.” Physics in Medicine & Biology, 63, 18.
Faisal Mahmood, Richard Chen, and Nicholas J. Durr. 2018. “Unsupervised Reverse Domain Adaptation for Synthetic Medical Images via Adversarial Training.” IEEE Transactions on Medical Imaging, 37, 12.
2015
Richard J. Chen, Guofeng Zhang, Susan H Garfield, Yi-Jun Shi, Kevin G Chen, Pamela G Robey, and Richard D Leapman. 2015. “Variations in Glycogen Synthesis in Human Pluripotent Stem Cells with Altered Pluripotent States.” PLOS One, 10, 11, Pp. e0142554.