Konstantin Dmitriev

13 papers A* 1B 1C 2Journal 6Unranked 3
YearRankTypeTitle / Venue / Authors
2024 — conf
Methods for Training Convolutional Neural Networks to Identify Bird Species in Complex Soundscape Recordings.
CLEF (Working Notes)
Konstantin Dmitriev
2023 C conf
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
Purav Panchal, Nina Sorokina, Manuel Kuder, Stephan Myschik, Konstantin Dmitriev, Florian Holzapfel
2023 J jnl
Runway Sign Classifier: A DAL C Certifiable Machine Learning System.
CoRR
Konstantin Dmitriev, Johann Schumann, Islam Bostanov, Mostafa Abdelhamid, Florian Holzapfel
2022 J jnl
3D Virtual Pancreatography.
IEEE Trans. Vis. Comput. Graph.
Shreeraj Jadhav, Konstantin Dmitriev, Joseph Marino, Matthew A. Barish, Arie E. Kaufman
2022 J jnl
Toward Certification of Machine-Learning Systems for Low Criticality Airborne Applications.
CoRR
Konstantin Dmitriev, Johann Schumann, Florian Holzapfel
2021 C conf
A Requirements Management Template in Polarion for Model-Based Development of Airborne Systems.
Software Engineering (Satellite Events)
Kevin Schmiechen, Shanza Ali Zafar, Konstantin Dmitriev, Christoph Krammer, Markus Maly, Florian Holzapfel
2021 J jnl
Visual Analytics of a Computer-Aided Diagnosis System for Pancreatic Lesions.
IEEE Trans. Vis. Comput. Graph.
Konstantin Dmitriev, Joseph Marino, Kevin Baker, Arie E. Kaufman
2020 J jnl
A Lean and Highly-automated Model-Based Software Development Process Based on DO-178C/DO-331.
CoRR
Konstantin Dmitriev, Shanza Ali Zafar, Kevin Schmiechen, Yi Lai, Micheal Saleab, Pranav Nagarajan, Daniel Dollinger, Markus Hochstrasser, Stephan Myschik, Florian Holzapfel
2020 — conf
Holistic Analysis of Abdominal CT for Predicting the Grade of Dysplasia of Pancreatic Lesions.
MICCAI (2)
Konstantin Dmitriev, Arie E. Kaufman
2019 A* conf
Learning Multi-Class Segmentations From Single-Class Datasets.
CVPR
Konstantin Dmitriev, Arie E. Kaufman
2017 J jnl
AnaFe: Visual Analytics of Image-derived Temporal Features - Focusing on the Spleen.
IEEE Trans. Vis. Comput. Graph.
Ievgeniia Gutenko, Konstantin Dmitriev, Arie E. Kaufman, Matthew A. Barish
2017 — conf
Classification of Pancreatic Cysts in Computed Tomography Images Using a Random Forest and Convolutional Neural Network Ensemble.
MICCAI (3)
Konstantin Dmitriev, Arie E. Kaufman, Ammar A. Javed, Ralph H. Hruban, Elliot K. Fishman, Anne Marie Lennon, Joel H. Saltz
2016 B conf
Pancreas and cyst segmentation.
Image Processing
Konstantin Dmitriev, Ievgeniia Gutenko, Saad Nadeem, Arie E. Kaufman