EPJ Special Topics (EPJ ST)

Regular Article

Revolutionizing diabetic retinopathy detection using DB-SCA-UNet with Drop Block-Based Attention Model in deep learning for precise analysis of color retinal images

Anil Kumar Bondala and Kranthi Kumar Lella

Published online: 20 September 2024

DOI: 10.1140/epjs/s11734-024-01334-9

Regular Article

Decreased brain functional connectivity is associated with faster responses to repeated visual stimuli

Anna Boronina, Vladimir Maksimenko, Artem Badarin and Vadim Grubov

Published online: 09 August 2024

DOI: 10.1140/epjs/s11734-024-01290-4

Regular Article

Complex landscape of the cost function in a simple machine learning regression task

Igor Soloviev and Vladimir Klinshov

Published online: 05 December 2024

DOI: 10.1140/epjs/s11734-024-01422-w

Regular Article

Leveraging machine learning models for enhanced differentiation of hard-diagnosed lung lesions

Bykova Ekaterina, Suvorova Svetlana, Gavrilov Pavel and Lavrova Anastasia

Published online: 07 January 2025

DOI: 10.1140/epjs/s11734-024-01446-2

Regular Article

A transformer-based model for next disease prediction using electronic health records

Nikolai Makarov and Mikhail Lipkovich

Published online: 07 January 2025

DOI: 10.1140/epjs/s11734-024-01447-1

Regular Article

Dynamic convolution for image matching

Igor Soloviev, Andrey Kovalchuk and Vladimir Klinshov

Published online: 29 October 2024

DOI: 10.1140/epjs/s11734-024-01373-2

Regular Article

Spike-timing dependent plasticity learning of small spiking neural network for image recognition

A. V. Kurbako, D. M. Ezhov, V. I. Ponomarenko and M. D. Prokhorov

Published online: 18 February 2025

DOI: 10.1140/epjs/s11734-025-01512-3

Regular Article

Event-triggered reachable set estimation for synchronization of Markovian jump complex-valued delayed neural networks under cyber-attacks

R. Vadivel, S. Sabarathinam, Guisheng Zhai and Nallappan Gunasekaran

Published online: 28 October 2024

DOI: 10.1140/epjs/s11734-024-01372-3

Regular Article

Synaptic coupling and synchronization for HR neural network developing a novel type II non-linear memristor, potential to neuromorphic application

Parnab Das, Nune Pratyusha, Santanu Mandal and Mousami Sanyal

Published online: 26 September 2024

DOI: 10.1140/epjs/s11734-024-01342-9

Regular Article

Deep learning model for plant disease detection based on visual analysis of leaf infestation area

Otari Didmanidze, Maria Karelina, Vladimir Filatov, Dmitriy Rybakov, Yuliya Serdechnaya, Denis Serdechnyy, Nikita Andriyanov and Sergey Korchagin

Published online: 14 January 2025

DOI: 10.1140/epjs/s11734-024-01450-6

Regular Article

Prediction of PEM fuel cell performance degradation using bidirectional long short-term memory with chimp optimization algorithm

Başak Ekinci, İlker Dursun, Zeynep Garip and Ekin Ekinci

Published online: 02 December 2024

DOI: 10.1140/epjs/s11734-024-01408-8

Regular Article

Machine learning-based detection of alcohol intoxication through speech analysis: a comparative study of AI models

Pavel Laptev, Valeriia Demareva, Sergey Litovkin, Evgeniy Kostuchenko and Alexander Shelupanov

Published online: 27 February 2025

DOI: 10.1140/epjs/s11734-025-01508-z

Regular Article

Machine learning methods for emotion recognition in neuromarketing tasks

Sergey Korchagin

Published online: 10 December 2024

DOI: 10.1140/epjs/s11734-024-01412-y

Regular Article

A new data label conversion algorithm for YOLO segmentation of medical images

Muhammed Telceken, Mehmet Okuyar, Devrim Akgun, Sezgin Kacar and Mehmet Sait Vural

Published online: 02 October 2024

DOI: 10.1140/epjs/s11734-024-01338-5

Regular Article

Error-aware CNN improves automatic epileptic seizure detection

Vadim Grubov, Sergei Nazarikov, Nikita Utyashev and Oleg E. Karpov

Published online: 12 August 2024

DOI: 10.1140/epjs/s11734-024-01292-2

Regular Article

Real-time distance estimation algorithm for objects in warehouse based on monocular camera data for an autonomous unmanned forklift

Nikita Vodichev, Dmitriy Gavrilov, Andrew Leus, Efremov Vladislav, Alexander Troegubov, Ivan Kholodnyak, Viktor Zuev, Mikhail Parshikov, Alexander Antipov, Vadim Laukhin and Nikolay Gershtein

Published online: 07 January 2025

DOI: 10.1140/epjs/s11734-024-01452-4

Regular Article

Classification of sprott chaotic systems via projection of the attractors using deep learning methods

Akif Akgul, Emre Deniz, Berkay Emin, Hüseyin Çizmeci, Yusuf Alaca, Ömer Faruk Akmeşe and Selim Özdem

Published online: 19 September 2024

DOI: 10.1140/epjs/s11734-024-01329-6

Regular Article

Observer-based control for consensus tracking of non-linear synchronous generators system using sliding mode method and a radial basis function neural network

Alireza Sharifi, Amin Sharafian and Qian Ai

Published online: 19 August 2024

DOI: 10.1140/epjs/s11734-024-01281-5

Regular Article

Scaling features of correlated and anti-correlated data: numerical simulations and analysis of brain dynamics

A. N. Pavlov and O. N. Pavlova

Published online: 23 September 2024

DOI: 10.1140/epjs/s11734-024-01332-x

Regular Article

Intermittent generalized synchronization in unidirectionally coupled systems with different topology of attractors

Olga I. Moskalenko, Maria K. Kurovskaya and Alexey A. Koronovskii

Published online: 07 August 2024

DOI: 10.1140/epjs/s11734-024-01284-2

Regular Article

Fmri study of changes in large-scale brain networks during affective touch

Vladimir Khorev, Galina Portnova, Anastasia Kushnir and Larisa Mayorova

Published online: 16 September 2024

DOI: 10.1140/epjs/s11734-024-01330-z

Regular Article

A chemical diode for neuromorphic computing: design, simulation, and experimental validation of unidirectional signal transmission

Dmitry Safonov, Ivan Proskurkin, Ilya Mallphanov and Anastasia Lavrova

Published online: 18 March 2025

DOI: 10.1140/epjs/s11734-025-01506-1

Regular Article

Automated design of deep neural networks with in-situ training architecture based on analog functional blocks

M. O. Petrov, E. A. Ryndin and N. V. Andreeva

Published online: 24 October 2024

DOI: 10.1140/epjs/s11734-024-01369-y

Regular Article

Frontal long-range temporal correlations as a predictor of child’s IQ test performance using machine learning approach

Alexander K. Kuc

Published online: 07 January 2025

DOI: 10.1140/epjs/s11734-024-01453-3

Review

Review on the use of AI-based methods and tools for treating mental conditions and mental rehabilitation

Vladimir Khorev, Anton Kiselev, Artem Badarin, Vladimir Antipov, Oxana Drapkina, Semen Kurkin and Alexander Hramov

Published online: 12 August 2024

DOI: 10.1140/epjs/s11734-024-01289-x

Regular Article

EEG correlates of the tactile perception of patients in a vegetative state and coma: a step towards AI-based classification of unconscious states

Galina V. Portnova, Ivan V. Skorokhodov and Vitaliy V. Podlepich

Published online: 03 December 2024

DOI: 10.1140/epjs/s11734-024-01409-7

Regular Article

Changes in functional connectivity of brain regions associated with movement and awareness under the influence of cervical epidural spinal cord stimulation in chronic disorders of consciousness: a pilot study

Larisa Mayorova, Margarita Radutnaya, Ekaterina Bondar, Anastasia Kushnir, Vladimir Khorev, Semen Kurkin, Elena Pitsik and Alexander Hramov

Published online: 24 February 2025

DOI: 10.1140/epjs/s11734-025-01514-1

Regular Article

Schizophrenia diagnosis using latent components of event-related potentials and machine learning approach

Nadezhda Shanarova, Marina Pronina, Mikhail Lipkovich, Valery Ponomarev, Andreas Müller and Juri Kropotov

Published online: 21 February 2025

DOI: 10.1140/epjs/s11734-025-01507-0

Open Access

Regular Article

Identifying neural network structures explained by personality traits: combining unsupervised and supervised machine learning techniques in translational validity assessment

Kristina Stoyanova, Drozdstoy Stoyanov, Vladimir Khorev and Semen Kurkin

Published online: 09 December 2024

DOI: 10.1140/epjs/s11734-024-01411-z

Regular Article

Biochemical changes in subregions of the cingulate gyrus in patients with post-COVID syndrome

Artem Trufanov, Igor Voznyuk, Anna Kutkova, Alexandr Efimtsev, Natalia Shusharina and Oksana Ovdienko

Published online: 07 January 2025

DOI: 10.1140/epjs/s11734-024-01444-4

Regular Article

Prospective immunological markers of cerebral microangiopathy and Alzheimer’s disease

Anastasia Tynterova, Evgenii Barantsevich, Matvei Khoimov, Larisa Litvinova, Ekaterina Moiseeva, Natalia Shusharina, Vladimir Savinov and Gleb Osadchii

Published online: 28 November 2024

DOI: 10.1140/epjs/s11734-024-01410-0

Regular Article

Noise filtering approach to improve handwritten digit recognition using customized CNN for Cerebral Palsy individuals

K. Muthureka, U. Srinivasulu Reddy and B. Janet

Published online: 21 February 2025

DOI: 10.1140/epjs/s11734-025-01515-0

Regular Article

Temporal and frequency features play different role in recognizing preparation of voluntary movements from electroencephalogram

Artur Sagatdinov, Mikhail Lipkovich, Veronika Knyazeva and Aleksander Aleksandrov

Published online: 24 February 2025

DOI: 10.1140/epjs/s11734-025-01513-2

Regular Article

Recurrence quantification analysis and theta-band functional networks detect age-related changes in brain sensorimotor system: VR-based approach

Elena Pitsik

Published online: 13 February 2025

DOI: 10.1140/epjs/s11734-025-01509-y

Regular Article

Long short-term memory and Kalman filter with attention mechanism as approach for covariance shift problem in water leakage

C. Pandian and P. J. A. Alphonse

Published online: 13 August 2024

DOI: 10.1140/epjs/s11734-024-01285-1

Regular Article

Reducing adversarial sensor data predictions in water leak management by applying the advection–diffusion and ensemble models

C. Pandian and P. J. A. Alphonse

Published online: 13 February 2025

DOI: 10.1140/epjs/s11734-025-01517-y

Regular Article

Short-term sleep deprivation: considering brain rhythm coordination in the context of an integrated neural network

G. A. Guyo, O. N. Pavlova and A. N. Pavlov

Published online: 12 August 2024

DOI: 10.1140/epjs/s11734-024-01286-0

Regular Article

Characterization of cross-correlations in electrocorticograms of anesthetized mice

V. V. Adushkina and A. N. Pavlov

Published online: 08 August 2024

DOI: 10.1140/epjs/s11734-024-01288-y

Review

Prediction of cardiovascular events with using proportional risk models and machine learning algorithms: a systematic review

Ilya Alexandrovich Mishkin, Anna Vasilievna Koncevaya and Oksana Mihailovna Drapkina

Published online: 07 May 2025

DOI: 10.1140/epjs/s11734-024-01451-5

Review

Clinical aspects of digital twins in medicine: a systematic review

A. A. Garanin, O. Yu. Aidumova and A. V. Kontsevaya

Published online: 14 February 2025

DOI: 10.1140/epjs/s11734-025-01518-x

Regular Article

Extreme events in biomedical data

Vadim Grubov

Published online: 28 November 2024

DOI: 10.1140/epjs/s11734-024-01415-9

Open Access

Regular Article

Acute lymphoblastic leukemia classification using persistent homology

Waqar Hussain Shah, Abdullah Baloch, Rider Jaimes-Reátegui, Sohail Iqbal, Syeda Rafia Fatima and Alexander N. Pisarchik

Published online: 06 September 2024

DOI: 10.1140/epjs/s11734-024-01301-4

Regular Article

Reservoir computing for predicting pm 2.5 dynamics in a metropolis

Aleksandr Sergeev, Andrey Shichkin, Alexander Buevich and Elena Baglaeva

Published online: 19 August 2024

DOI: 10.1140/epjs/s11734-024-01287-z

Regular Article

Using land use methodology to construct ring spatial variables for modeling and mapping spatial distribution of dust in snow cover

Aleksandr Sergeev, Andrey Shichkin, Alexander Buevich, Anastasia Butorova and Elena Baglaeva

Published online: 02 October 2024

DOI: 10.1140/epjs/s11734-024-01341-w

Regular Article

Heart disease detection using ensemble and non-ensemble machine learning methods

Zeinab Mahdi Moumin, İrem Nur Ecemiş and Mustafa Karhan

Published online: 28 November 2024

DOI: 10.1140/epjs/s11734-024-01413-x

Regular Article

Spiking neural network model of low-threshold mechanoreceptors system

Yuliya Tsybina, Innokentiy Kastalskiy and Susanna Gordleeva

Published online: 23 October 2024

DOI: 10.1140/epjs/s11734-024-01371-4

Regular Article

Age-related distinctions in cooperative dynamics of brain rhythms during sleep-wake transitions

G. A. Guyo, V. V. Adushkina, A. N. Pavlov and O. V. Semyachkina-Glushkovskaya

Published online: 29 October 2024

DOI: 10.1140/epjs/s11734-024-01370-5

Regular Article

Deep learning of surface-enhanced Raman spectroscopy data for multiple sclerosis diagnostics

Alexander V. Zakharov, Ivan A. Bratchenko, Lyudmila A. Bratchenko, Anna V. Neupokoeva, Elena V. Khivintseva, Igor V. Shirolapov and Valery P. Zakharov

Published online: 07 January 2025

DOI: 10.1140/epjs/s11734-024-01449-z

Regular Article