Joseph Paul Cohen PhD
My current focus is on medical applications of deep learning:
- Genomics: mRNA gene expressions, RNA-Seq, MicroArray, scRNA-Seq, cancer subtype/phenotype prediction
- Medical Imaging: radiology, histology, microscopy, cell counting, unsupervised representations, data augmentation
- Clinical: survival/event prediction, automated triage
Joseph Paul Cohen is a Postdoctoral Fellow with Yoshua Bengio at Mila and the University of Montreal. Joseph currently leads the medical research group at Mila focusing on computer vision, genomics, and clinical data. He holds a PhD Degree in Computer Science and Machine Learning from the University of Massachusetts Boston. His research interests include healthcare, bioinformatics, machine learning, computer vision, ad-hoc networking, and cyber security. Joseph received a U.S. National Science Foundation Graduate Fellowship as well as an IVADO Postdoctoral Fellowship. Joseph is the director of the Institute for Reproducible Research which is dedicated to improving the process of scientific research using technology. He has worked in industry for small startups, large corporations, government research labs, educational museums, as well as been involved in projects sponsored by NASA and the U.S. DOE.
Joseph has created ShortScience.org; which lets researchers publish and read summaries of research papers like an online journal club, as well as Academic Torrents; a system designed to move large datasets and become the library of the future. He is also the creator of BlindTool; a mobile application providing a sense of vision to the blind by using an artificial neural network that speaks names of objects as they are identified. Joseph is the creator of Blucat; a cross-platform Bluetooth debugging tool.