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Lung Cancer Diagnosis

2 papers with code · Medical
Subtask of Cancer

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Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks

31 Jan 2019BMIRDS/deepslide

It achieved a kappa score of 0. 525 and an agreement of 66. 6% with three pathologists for classifying the predominant patterns, slightly higher than the inter-pathologist kappa score of 0. 485 and agreement of 62. 7% on this test set.

IMAGE CLASSIFICATION LUNG CANCER DIAGNOSIS

Synthetic Lung Nodule 3D Image Generation Using Autoencoders

19 Nov 2018SteveKommrusch/LuNG3D

One of the challenges of using machine learning techniques with medical data is the frequent dearth of source image data on which to train.

IMAGE GENERATION LUNG CANCER DIAGNOSIS