Lachinov, Dmitrii

1. Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
   2018/11/05 by Bakas, Spyridon, Reyes, Mauricio, Jakab, Andras +421 · 48 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Learning Spatio-Temporal Model of Disease Progression with NeuralODEs from Longitudinal Volumetric Data
   2022/11/08 by Dmitrii Lachinov, Arunava Chakravarty, Lachinov, Dmitrii +7 · 5 citations
   Medicine · #Acute Ischemic Stroke Management #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Retinal Imaging and Analysis
3. Knowledge Distillation for Brain Tumor Segmentation
   2020/02/10 by Lachinov, Dmitrii, Shipunova, Elena, Turlapov, Vadim · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering