Skin Cancer Detection from Dermatoscopic Images Using Hybrid Fuzzy Ensemble Learning Model

The HAM10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions

Scientific Data · 2018 · 3.2K citations · Full text

Computing, Computer Science, Dermatology +16

The HAM10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions

Philipp Tschandl, Cliff Rosendahl, Harald Kittler · Queensland's institutional digital repository (The University of Queensland) · 2018 · 2.8K citations

Computing, Computer Science, Dermatology +16

SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary

Alberto Fernández, Salvador García, Francisco Herrera et al. · Journal of Artificial Intelligence Research · 2018 · 2.1K citations · Full text

Computing, Computer Science, Big Data Analytics +15

Fuzzy ARTMAP: A neural network architecture for incremental supervised learning of analog multidimensional maps

Gail A. Carpenter, Stephen Grossberg, Natalya Markuzon et al. · IEEE Transactions on Neural Networks · 1992 · 2K citations

Computing, Computer Science, Algorithms +12

Epiluminescence Microscopy for the Diagnosis of Doubtful Melanocytic Skin Lesions

Giuseppe Argenziano, Gabriella Fabbrocini, Paolo Carli et al. · Archives of Dermatology · 1998 · 901 citations

Medicine, Dermatology, Pathology +17