Ümit Budak

Transfer learning based histopathologic image classification for breast cancer detection

Abdulkadir Şengür, Zehra Kadiroğlu, Yanhui Guo et al. · Health Information Science and Systems · 2018 · 357 citations · Full text

Image Classification, Image Analysis, Machine Learning +12

An improved residual-based convolutional neural network for very short-term wind power forecasting

Hakan Açıkgöz, Deniz Korkmaz, Ümit Budak · Energy Conversion and Management · 2020 · 240 citations

Engineering, Wind Power Generation, Energy Forecasting +5

An Effective Hybrid Model for EEG-Based Drowsiness Detection

Ümit Budak, Varun Bajaj, Yaman Akbulut et al. · IEEE Sensors Journal · 2019 · 164 citations

Building Blocks, Engineering, Biometrics +21

Computer-aided diagnosis system combining FCN and Bi-LSTM model for efficient breast cancer detection from histopathological images

Ümit Budak, Zafer Cömert, Zryan Najat Rashid et al. · Applied Soft Computing · 2019 · 160 citations

Engineering, Machine Learning, Digital Pathology +17

Cascaded deep convolutional encoder-decoder neural networks for efficient liver tumor segmentation

Ümit Budak, Yanhui Guo, Abdulkadir Şengür · Medical Hypotheses · 2019 · 144 citations

Radiation Oncology, Medical Image Segmentation, Image Analysis +13