Konstantin Dmitriev

According to our database, Konstantin Dmitriev authored at least 13 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Methods for Training Convolutional Neural Networks to Identify Bird Species in Complex Soundscape Recordings.

Konstantin Dmitriev

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024

2023

Runway Sign Classifier: A DAL C Certifiable Machine Learning System.

Konstantin Dmitriev, Johann Schumann, Islam Bostanov, Mostafa Abdelhamid, Florian Holzapfel

CoRR, 2023

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.

Purav Panchal, Nina Sorokina, Manuel Kuder, Stephan Myschik, Konstantin Dmitriev, Florian Holzapfel

Proceedings of the 11th International Conference on Model-Based Software and Systems Engineering, 2023

2022

3D Virtual Pancreatography.

Shreeraj Jadhav, Konstantin Dmitriev, Joseph Marino, Matthew A. Barish, Arie E. Kaufman

IEEE Trans. Vis. Comput. Graph., 2022

Toward Certification of Machine-Learning Systems for Low Criticality Airborne Applications.

Konstantin Dmitriev, Johann Schumann, Florian Holzapfel

CoRR, 2022

2021

Visual Analytics of a Computer-Aided Diagnosis System for Pancreatic Lesions.

Konstantin Dmitriev, Joseph Marino, Kevin Baker, Arie E. Kaufman

IEEE Trans. Vis. Comput. Graph., 2021

A Requirements Management Template in Polarion for Model-Based Development of Airborne Systems.

Kevin Schmiechen, Shanza Ali Zafar, Konstantin Dmitriev, Christoph Krammer, Markus Maly, Florian Holzapfel

Proceedings of the Software Engineering 2021 Satellite Events, Braunschweig/Virtual, Germany, February 22, 2021

2020

A Lean and Highly-automated Model-Based Software Development Process Based on DO-178C/DO-331.

Konstantin Dmitriev, Shanza Ali Zafar, Kevin Schmiechen, Yi Lai, Micheal Saleab, Pranav Nagarajan, Daniel Dollinger, Markus Hochstrasser, Stephan Myschik, Florian Holzapfel

CoRR, 2020

Holistic Analysis of Abdominal CT for Predicting the Grade of Dysplasia of Pancreatic Lesions.

Konstantin Dmitriev, Arie E. Kaufman

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2019

Learning Multi-Class Segmentations From Single-Class Datasets.

Konstantin Dmitriev, Arie E. Kaufman

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2017

AnaFe: Visual Analytics of Image-derived Temporal Features - Focusing on the Spleen.

Ievgeniia Gutenko, Konstantin Dmitriev, Arie E. Kaufman, Matthew A. Barish

IEEE Trans. Vis. Comput. Graph., 2017

Classification of Pancreatic Cysts in Computed Tomography Images Using a Random Forest and Convolutional Neural Network Ensemble.

Konstantin Dmitriev, Arie E. Kaufman, Ammar A. Javed, Ralph H. Hruban, Elliot K. Fishman, Anne Marie Lennon, Joel H. Saltz

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

2016

Pancreas and cyst segmentation.

Konstantin Dmitriev, Ievgeniia Gutenko, Saad Nadeem, Arie E. Kaufman

Proceedings of the Medical Imaging 2016: Image Processing, 2016