Nikolaos Papanikolopoulos

1. The KiTS19 Challenge Data: 300 Kidney Tumor Cases with Clinical Context, CT Semantic Segmentations, and Surgical Outcomes
   2019/03/31 by Nicholas Heller, Niranjan Sathianathen, Heller, Nicholas +37 · 32 citations
   Biochemistry, Genetics and Molecular Biology · Medicine · #Bladder and Urothelial Cancer Treatments #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Quantitative Methods (q-bio.QM) #Renal and related cancers #Renal cell carcinoma treatment
2. The KiTS21 Challenge: Automatic segmentation of kidneys, renal tumors, and renal cysts in corticomedullary-phase CT
   2023/07/05 by Nicholas Heller, Fabian Isensee, Heller, Nicholas +87 · 30 citations
   Computer Science · Engineering · Medicine · #Advanced Neural Network Applications #Advanced X-ray and CT Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Renal cell carcinoma treatment
3. Imperfect Segmentation Labels: How Much Do They Matter?
   2018/06/12 by Nicholas Heller, Heller, Nicholas, Joshua Dean +3 · 4 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Medical Image Segmentation Techniques
4. Pre-Clustering Point Clouds of Crop Fields Using Scalable Methods
   2021/07/22 by H. James Nelson, Nikolaos Papanikolopoulos, Nelson, Henry J. +1 · 1 citation
   Agricultural and Biological Sciences · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Greenhouse Technology and Climate Control #Remote Sensing and LiDAR Applications #Smart Agriculture and AI