✦ Where AI Meets Medicine ✦

Research & Publications

9 published papers and counting. Exploring the intersection of artificial intelligence, biomedical engineering, and human-centered technology.

✦ Research Areas ✦

Focus Areas

AI in Medical Diagnostics

Developing deep learning models—particularly 3D LSTM networks—for multimodal biosignal analysis, stress detection, and diagnostic decision support systems.

Deep Learning Diagnostics 3D LSTM

Brain-Computer Interfaces

Exploring EEG-based systems from biometric authentication (NeuroSecure) to therapeutic BCI applications, making neural signals actionable for real-world use.

EEG BCI Neurotherapeutics

Medical Cybersecurity

Securing healthcare systems through innovative approaches—from ethical hacking methodologies to brainwave-based biometric authentication for sensitive patient data.

Cybersecurity Biometrics Healthcare

✦ Published Work ✦

Publications

9 Publications
11 Citations (RG included)
Google Scholar
2025

Deep Learning for Stress Detection—A 3D LSTM Model for EEG and ECG Data Analysis

A. Radončić

International Conference "New Technologies, Development and Applications", pp. 48-56

Conference
2024

The effects of 5G network on people and the environment: A machine learning approach to the comprehensive analysis

H. Haskić, A. Radončić

World J. Adv. Eng. Technol. Sci 11 (01), 301-309

6 citations
2024

Harmonizing neurotherapeutics—the union of non-invasive brain stimulation, EEG, and artificial intelligence

A. Radončić

International Conference "New Technologies, Development and Applications"

2 citations
2025

Mathematical Modeling Behind Recurrent Neural Networks

A. Radončić, I. Karabegović

INDUSTRY OF THE FUTURE: FROM INDUSTRY 4.0 TO INDUSTRY 5.0, 229

Conference
2023

Brain-computer interface through the prism of modern age

A. Radončić, S. Hadžić, J. Laković

Mediterranean Conference on Medical and Biological Engineering and Computing

1 citation
2023

AIDAN–Introducing the Next Generation RNN Framework for Biomedical Data Analysis and Adaptive Robotic Support

A. Radončić

Research Publication

Paper
2024

ARTIFICIAL INTELLIGENCE IN INDUSTRY 4.0: THE FUTURE THAT COMES TRUE

A. Radončić

ANUBiH

Paper
2024

Predicting Behavioral Patterns in Brazilian Whiteknee Tarantulas—A Multi-Output Machine Learning Analysis of Dietary Effects in Acanthoscurria Geniculata

A. Radončić

ARTIFICIAL INTELLIGENCE IN INDUSTRY 4.0: THE FUTURE THAT COMES TRUE, 309

Paper
2023

MicroRNA Modulation in the Neurobiology of Depression

HM Piric, S Kasap, A Radoncic, A Borovac, L Sikalo, MS Dudo, I Zolota, ...

Collaborative Research

Paper

✦ Notable Projects ✦

Featured Work

Hackathon Project 2025

NeuroSecure

Biometric authentication system powered by EEG data and ML classification models for cybersecurity enhancement in medical facilities. Built at BR41NIO Hackathon with ~300 lines of raw MATLAB code.

MATLAB EEG ML Classification Cybersecurity
Master's Thesis 2025

3D LSTM for Stress Detection

Deep learning model for stress detection using multimodal analysis of EEG and ECG data. Presented at NT-2025 at ANUBiH as the youngest presenter.

3D LSTM EEG/ECG Deep Learning Stress Detection