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Great results! Deep learning has been gaining track in other medicine areas as well. One such task is lung cancer nodule detection from CT scans. A paper I rec
by lscholten 10y ago
Great results! Deep learning has been gaining track in other medicine areas as well.
One such task is lung cancer nodule detection from CT scans. A paper I recently co-authored applied many different architectures to this detection and achieved very good results. (https://arxiv.org/pdf/1612.08012.pdf https://arxiv.org/pdf/1612.08012.pdf)
The best combination of systems detected cancer nodules which were not even found by four experienced thoracic radiologists.
- michaf 10y agoDo you participate in the current Data Science Bowl regarding CT lung cancer detection [0]? The prize pool of $1,000,000 seems quite attractive, especially if you recently developed new state-of-the-art CT lung cancer detection ML models. The only somewhat strange aspect of this competition (at least to me) is to not include locality annotations. They only provide labels of cancer/no cancer per patient... [0] https://www.kaggle.com/c/data-science-bowl-2017 https://www.kaggle.com/c/data-science-bowl-2017