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ORCIDKonstantin Dmitriev
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2020 – today
- 2024
[c7]Konstantin Dmitriev:
Methods for Training Convolutional Neural Networks to Identify Bird Species in Complex Soundscape Recordings. CLEF (Working Notes) 2024: 2044-2052- 2023
- [c6]Purav Panchal, Nina Sorokina, Manuel Kuder, Stephan Myschik, Konstantin Dmitriev, Florian Holzapfel:
Application of a Process-Oriented Build Tool for Verification and Validation of a Battery Slave Controller for a Battery Modular Multilevel Management System Along the DO-178C/DO-331 Process. MODELSWARD 2023: 184-193 - [i3]Konstantin Dmitriev, Johann Schumann, Islam Bostanov, Mostafa Abdelhamid, Florian Holzapfel:
Runway Sign Classifier: A DAL C Certifiable Machine Learning System. CoRR abs/2310.06506 (2023) - 2022
- [j3]Shreeraj Jadhav
, Konstantin Dmitriev, Joseph Marino, Matthew A. Barish, Arie E. Kaufman:
3D Virtual Pancreatography. IEEE Trans. Vis. Comput. Graph. 28(3): 1457-1468 (2022) - [i2]Konstantin Dmitriev, Johann Schumann, Florian Holzapfel:
Toward Certification of Machine-Learning Systems for Low Criticality Airborne Applications. CoRR abs/2209.13975 (2022) - 2021
- [j2]Konstantin Dmitriev, Joseph Marino, Kevin Baker, Arie E. Kaufman:
Visual Analytics of a Computer-Aided Diagnosis System for Pancreatic Lesions. IEEE Trans. Vis. Comput. Graph. 27(3): 2174-2185 (2021) - [c5]Kevin Schmiechen, Shanza Ali Zafar, Konstantin Dmitriev, Christoph Krammer, Markus Maly, Florian Holzapfel:
A Requirements Management Template in Polarion for Model-Based Development of Airborne Systems. Software Engineering (Satellite Events) 2021 - 2020
- [c4]Konstantin Dmitriev, Arie E. Kaufman:
Holistic Analysis of Abdominal CT for Predicting the Grade of Dysplasia of Pancreatic Lesions. MICCAI (2) 2020: 283-293 - [i1]Konstantin Dmitriev, Shanza Ali Zafar, Kevin Schmiechen, Yi Lai, Micheal Saleab, Pranav Nagarajan, Daniel Dollinger, Markus Hochstrasser, Stephan Myschik, Florian Holzapfel:
A Lean and Highly-automated Model-Based Software Development Process Based on DO-178C/DO-331. CoRR abs/2010.06505 (2020)
2010 – 2019
- 2019
- [c3]Konstantin Dmitriev, Arie E. Kaufman:
Learning Multi-Class Segmentations From Single-Class Datasets. CVPR 2019: 9501-9511 - 2017
- [j1]Ievgeniia Gutenko, Konstantin Dmitriev, Arie E. Kaufman, Matthew A. Barish:
AnaFe: Visual Analytics of Image-derived Temporal Features - Focusing on the Spleen. IEEE Trans. Vis. Comput. Graph. 23(1): 171-180 (2017) - [c2]Konstantin Dmitriev, Arie E. Kaufman, Ammar A. Javed, Ralph H. Hruban, Elliot K. Fishman, Anne Marie Lennon, Joel H. Saltz:
Classification of Pancreatic Cysts in Computed Tomography Images Using a Random Forest and Convolutional Neural Network Ensemble. MICCAI (3) 2017: 150-158 - 2016
- [c1]Konstantin Dmitriev, Ievgeniia Gutenko, Saad Nadeem, Arie E. Kaufman:
Pancreas and cyst segmentation. Image Processing 2016: 97842C
Coauthor Index
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