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Lung Cancer Lesion Detection in Histopathology Images Using Graph-Based Sparse PCA Network. (arXiv:2110.14728v2 [eess.IV] UPDATED)
cs.CV updates on arXiv.org arxiv.org
Early detection of lung cancer is critical for improvement of patient
survival. To address the clinical need for efficacious treatments, genetically
engineered mouse models (GEMM) have become integral in identifying and
evaluating the molecular underpinnings of this complex disease that may be
exploited as therapeutic targets. Assessment of GEMM tumor burden on
histopathological sections performed by manual inspection is both time
consuming and prone to subjective bias. Therefore, an interplay of needs and
challenges exists for computer-aided diagnostic tools, for …
arxiv cancer detection graph graph-based images lung cancer network