Konstantin Ushenin

15 papers A* 1Journal 10Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	LAGNet: better electron density prediction for LCAO-based data and drug-like substances. J. Cheminformatics Konstantin Ushenin, Kuzma Khrabrov, Artem Tsypin, Anton Ber, Egor Rumiantsev, Artur Kadurin
2024	A*	`conf`	$\nabla^2$DFT: A Universal Quantum Chemistry Dataset of Drug-Like Molecules and a Benchmark for Neural Network Potentials. NeurIPS Kuzma Khrabrov, Anton Ber, Artem Tsypin, Konstantin Ushenin, Egor Rumiantsev, Alexander Telepov, Dmitry Protasov, Ilya Shenbin, Anton Alekseev, Mikhail Shirokikh, Sergey I. Nikolenko, Elena Tutubalina, Artur Kadurin
2024	J	`jnl`	∇ CoRR Kuzma Khrabrov, Anton Ber, Artem Tsypin, Konstantin Ushenin, Egor Rumiantsev, Alexander Telepov, Dmitry Protasov, Ilya Shenbin, Anton Alekseev, Mikhail Shirokikh, Sergey I. Nikolenko, Elena Tutubalina, Artur Kadurin
2023	J	`jnl`	Benefits of mirror weight symmetry for 3D mesh segmentation in biomedical applications. CoRR Vladislav Dordiuk, Maksim Dzhigil, Konstantin Ushenin
2023	J	`jnl`	Compressor-Based Classification for Atrial Fibrillation Detection. CoRR Nikita S. Markov, Konstantin Ushenin, Yakov Bozhko, Olga Solovyova
2022	J	`jnl`	Natural language processing for clusterization of genes according to their functions. CoRR Vladislav Dordiuk, Ekaterina Demicheva, Fernando Polanco Espino, Konstantin Ushenin
2022	J	`jnl`	Statistical model for describing heart rate variability in normal rhythm and atrial fibrillation. CoRR Nikita S. Markov, Ilya Kotov, Konstantin Ushenin, Yakov Bozhko
2021	J	`jnl`	Anomaly Detection in Image Datasets Using Convolutional Neural Networks, Center Loss, and Mahalanobis Distance. CoRR Garnik Vareldzhan, Kirill V. Yurkov, Konstantin Ushenin
2019	J	`jnl`	Comparison of UNet, ENet, and BoxENet for Segmentation of Mast Cells in Scans of Histological Slices. CoRR Alexander Karimov, Artem Razumov, Ruslana Manbatchurina, Ksenia Simonova, Irina Donets, Anastasia Vlasova, Yulia Khramtsova, Konstantin Ushenin
2019	J	`jnl`	Effects of lead position, cardiac rhythm variation and drug-induced QT prolongation on performance of machine learning methods for ECG processing. CoRR Marat Bogdanov, Salim Baigildin, Aygul Fabarisova, Konstantin Ushenin, Olga Solovyova
2019	J	`jnl`	Phase mapping for cardiac unipolar electrograms with neural network instead of phase transformation. CoRR Konstantin Ushenin, Vladimir Sholokhov, Tatyana Nesterova, Dmitry Shmarko
2018	—	`conf`	Comparison of Depolarization and Repolarization in Mathematical Models of the Left Ventricle and the Thin Longitudinal Ventricular Slice. CinC Anastasia Bazhutina, Anastasia Khokhlova, Konstantin Ushenin, Olga Solovyova
2018	—	`conf`	In Silico Comparison of Phase Maps Based on Action Potential and Extracellular Potential. CinC Konstantin Ushenin, Artem Razumov, Vitaly Kalinin, Olga Solovyova
2017	—	`conf`	Role of Myocardial Properties and Pacing Lead Location on ECG in Personalized Paced Heart Models. CinC Konstantin Ushenin, Arseniy Dokuchaev, Sonya Magomedova, Oleg Sopov, Vitaly Kalinin, Olga Solovyova
2015	—	`conf`	Teaching Heart Modeling and Simulation on Parallel Computing Systems. Euro-Par Workshops Andrey Sozykin, Mikhail Chernoskutov, Anton Koshelev, Vladimir Zverev, Konstantin Ushenin, Olga Solovyova