Malposition of medical tubes is often observed, and associated with significant morbidity and mortality. In addition, continuous verification using manual procedures such as capnography, pH testing, ...

Developed a neural network model to classify 14 types of thoracic diseases from the NIH Chest X-Ray 14 dataset, a multi-label classification problem which has 112,120 chest X-ray images.

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