Ashnil Kumar

An Ensemble of Fine-Tuned Convolutional Neural Networks for Medical Image Classification

Ashnil Kumar, Jinman Kim, David Lyndon et al. · IEEE Journal of Biomedical and Health Informatics · 2016 · 512 citations

Convolutional Neural Network, Engineering, Machine Learning +22

Dermoscopic Image Segmentation via Multistage Fully Convolutional Networks

Lei Bi, Jinman Kim, Euijoon Ahn et al. · IEEE Transactions on Biomedical Engineering · 2017 · 332 citations

Step-wise integration of deep class-specific learning for dermoscopic image segmentation

Lei Bi, Jinman Kim, Euijoon Ahn et al. · Pattern Recognition · 2018 · 195 citations · Full text

Dermoscopic Image, Image Classification, Image Analysis +12

Saliency-Based Lesion Segmentation Via Background Detection in Dermoscopic Images

Euijoon Ahn, Jinman Kim, Lei Bi et al. · IEEE Journal of Biomedical and Health Informatics · 2017 · 160 citations

Automatic Liver Lesion Detection using Cascaded Deep Residual Networks

Lei Bi, Jin‐Man Kim, Ashnil Kumar et al. · arXiv (Cornell University) · 2017 · 84 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18