Konstantin Dmitriev

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 13

Top Topics

Software Development Process

Computed Tomography Images

Visual Analytics

Top Venues

IEEE Trans. Vis. Comput. Graph.

Software Engineering (Satellite Events)

Publications

Konstantin Dmitriev
Methods for Training Convolutional Neural Networks to Identify Bird Species in Complex Soundscape Recordings. CLEF (Working Notes) (2024)
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)
Konstantin Dmitriev, Johann Schumann, Islam Bostanov, Mostafa Abdelhamid, Florian Holzapfel
Runway Sign Classifier: A DAL C Certifiable Machine Learning System. CoRR (2023)
Shreeraj Jadhav, Konstantin Dmitriev, Joseph Marino, Matthew A. Barish, Arie E. Kaufman
3D Virtual Pancreatography. IEEE Trans. Vis. Comput. Graph. 28 (3) (2022)
Konstantin Dmitriev, J. Schumann, Florian Holzapfel
Toward Certification of Machine-Learning Systems for Low Criticality Airborne Applications. CoRR (2022)
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)
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) (2021)
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 (2020)
Konstantin Dmitriev, Arie E. Kaufman
Holistic Analysis of Abdominal CT for Predicting the Grade of Dysplasia of Pancreatic Lesions. MICCAI (2) (2020)
Konstantin Dmitriev, Arie E. Kaufman
Learning Multi-Class Segmentations From Single-Class Datasets. CVPR (2019)
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)
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) (2017)
Konstantin Dmitriev, Ievgeniia Gutenko, Saad Nadeem, Arie E. Kaufman
Pancreas and cyst segmentation. Medical Imaging: Image Processing (2016)