Publications

Articles

A Multimodal Convolutional Neural Network Model for Parkinson's Disease Diagnosis Based on Fused Handwriting Dynamics Signals

Şahin E., Akman Aydın E.
JOURNAL OF MEDICAL SYSTEMS, vol.49, no.2025, pp.1-15, 2025 (SCI-Expanded)

Speech signals-based Parkinson’s disease diagnosis using hybrid autoencoder-LSTM models

Tekindor A. N., Akman Aydın E.
COMPUTERS IN BIOLOGY AND MEDICINE, vol.193, no.-, pp.1-9, 2025 (SCI-Expanded) identifier

EEG Sinyallerini Kullanarak 2D Konvolüsyonel Sinir Ağları ile Epilepsi Hastalığının Çok Sınıflı Tespiti

Geniş Y., Akman Aydın E.
JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI, vol.1, no.1, pp.1, 2025 (ESCI)

Combining features on vertical ground reaction force signal analysis for multiclass diagnosing neurodegenerative diseases

Özeloğlu İ. G., Akman Aydın E.
INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, vol.1, no.1, pp.1, 2024 (SCI-Expanded)

Fuzzy Logic Control of a Head-movement Based Semi-autonomous Human–machine Interface

Özlük Y., Akman Aydın E.
JOURNAL OF BIONIC ENGINEERING, vol.1, no.1, pp.1, 2023 (SCI-Expanded) identifier identifier

Wearable Electromyogram Design for Finger Movements Based Real-Time Human-Machine Interfaces

AYDIN E. A., AYDOĞAN İ.
JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI, vol.1, no.1, pp.1, 2023 (ESCI) Sustainable Development identifier identifier

Design of a robotic hand imitating hand and finger gestures for rehabilitation applications

Kalan Y. Ç., Akman Aydın E.
Niğde Ömer Halisdemir Üniversitesi Mühendislik Bilimleri Dergisi, vol.1, pp.1, 2023 (Peer-Reviewed Journal) identifier

Detection of Movement Related Cortical Potentials from Single Trial EEG Signals

Akman Aydın E.
Gazi University Journal of Science PART C: DESIGN AND TECHNOLOGY, vol.11, no.1, pp.25-38, 2023 (Peer-Reviewed Journal)

Classification of Mental Workload Levels by Using EEG Signals

Akman Aydın E.
Politeknik Dergisi, vol.24, no.2, pp.681-689, 2021 (ESCI)

Subject-Specific feature selection for near infrared spectroscopy based brain-computer interfaces

AKMAN AYDIN E.
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, vol.195, 2020 (SCI-Expanded) Sustainable Development identifier identifier identifier

Papers Published in Refereed Scientific Meetings

Feature Selection Improves Speech Based Parkinson’s Disease Detection Performance

TEKİNDOR A. N., AKMAN AYDIN E.
17th International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS 2024), Roma, Italy, 21 - 23 February 2024, (Full Text)

Classification of Forearm Movements by Using Movement Related Cortical Potentials

Akman Aydın E.
2022 Innovations in Intelligent Systems and Applications Conference (ASYU), Antalya, Turkey, 07 September 2022, pp.1-4, (Full Text) identifier

Diagnosis of Epilepsy Disease with Deep Learning Methods Using EEG Signals

Geniş Y., AKMAN AYDIN E.
2022 30th Signal Processing and Communications Applications Conference (SIU), Karabük, Turkey, 15 - 18 May 2022, (Full Text) identifier