Jin Tae Kwak
Korea University(KR)
Publications by Year
Research Areas
AI in cancer detection, Radiomics and Machine Learning in Medical Imaging, Digital Imaging for Blood Diseases, Prostate Cancer Diagnosis and Treatment, Medical Imaging and Analysis
Most-Cited Works
- → BACH: Grand challenge on breast cancer histology images(2019)650 cited
- → A Multi-Organ Nucleus Segmentation Challenge(2019)517 cited
- → Leukocytes Classification and Segmentation in Microscopic Blood Smear: A Resource-Aware Healthcare Service in Smart Cities(2016)118 cited
- → PAIP 2019: Liver cancer segmentation challenge(2020)111 cited
- → Deep convolutional neural network for classifying Fusarium wilt of radish from unmanned aerial vehicles(2017)107 cited
- → Deep Recurrent Neural Networks for Prostate Cancer Detection: Analysis of Temporal Enhanced Ultrasound(2018)92 cited
- → Automated prostate cancer detection using T2‐weighted and high‐b‐value diffusion‐weighted magnetic resonance imaging(2015)90 cited
- → Multimodal microscopy for automated histologic analysis of prostate cancer(2011)80 cited
- → SONNET: A Self-Guided Ordinal Regression Neural Network for Segmentation and Classification of Nuclei in Large-Scale Multi-Tissue Histology Images(2022)70 cited
- → Convolutional neural network based deep-learning architecture for prostate cancer detection on multiparametric magnetic resonance images(2017)68 cited