Deep Learning Environment

Deep Learning Environment

It seems that in the area of deep learning, sometimes the algorithms and math side of things are easier to understand and practice then the engineering and IT counterparts. Here at Body Vision Medical we are applying deep learning to solve computer vision problems like segmentation and localization on large data sets of medical images. While doing so we have gained experience with several setups which we will share.

LungVision Meets Unmet Needs in Lung Cancer Diagnosis

When radiologic imaging reveals a spot on the lung that physicians suspect may be lung cancer, a tissue biopsy is required to obtain a definitive diagnosis. Unlike lesions located in areas such as the stomach or colon, a lesion in the periphery of the lungs does not always have a clear, known or even visible pathway. A physician must advance a bronchoscope through the trachea into the lungs, where a complex network of airways branching into smaller airways presents very difficult challenges. Body Vision Medical has developed the Lung Vision solution which provides solutions to these specific challenges.