Öğr. Gör. Dr. MUHAMMED HALİL AKPINAR

Yayın Ağı

Makaleler 10

1. Query-Driven Retinal Layer Segmentation in OCT Using Cross-Attentive Feature Learning

Sobahi N., Özçelik S. T. A., Atila O., Sengur A., AKPINAR M. H.

Diagnostics , cilt.16, sa.11, 2026 (SCI-Expanded, Scopus)

2. Explainable Neutrosophic Knowledge Distillation Model for Ocular Disease Classification Using Ultra-Wide Field Fundus Images

Sobahi N., AKPINAR M. H., Özçelik S. T. A., Sengur A.

Bioengineering , cilt.13, sa.5, 2026 (SCI-Expanded, Scopus)

3. HAMSNet: An Explainable Multi-Scale 1D Hydra-CNN for sEMG-Based Hand Gesture Recognition

Sobahi N., Özçelik S. T. A., AKPINAR M. H., Sengur A.

Symmetry , cilt.18, sa.5, 2026 (SCI-Expanded, Scopus)

4. A novel complexity reduction technique using visibility relationship and perpendicular distance recursive refinement for physiological signals

Atila O., AKPINAR M. H., Sengur A., Acharya U.

Communications in Nonlinear Science and Numerical Simulation , cilt.145, 2025 (SCI-Expanded, Scopus)

5. A novel uncertainty-aware liquid neural network for noise-resilient time series forecasting and classification

AKPINAR M. H., Atila O., Sengur A., Salvi M., Acharya U.

Chaos, Solitons and Fractals , cilt.193, 2025 (SCI-Expanded, Scopus)

6. Seismic Foresight: A Novel Multi-Input 1D Convolutional Mixer Model for Earthquake Prediction Using Ionospheric Signals

Uyanik H., Kokum M., ŞENTÜRK E., Freeshah M., Ozcelik S. T. A., AKPINAR M. H., et al.

IEEE Access , cilt.13, ss.116200-116210, 2025 (SCI-Expanded, Scopus)

7. Artificial intelligence in retinal screening using OCT images: A review of the last decade (2013–2023)

Akpınar M. H., Sengur A., Faust O., Tong L., Molinari F., Acharya U. R.

Computer Methods and Programs in Biomedicine , cilt.254, 2024 (SCI-Expanded, Scopus)

8. Synthetic Data Generation via Generative Adversarial Networks in Healthcare: A Systematic Review of Image- and Signal-Based Studies

AKPINAR M. H., Sengur A., Salvi M., Seoni S., Faust O., Mir H., et al.

IEEE Open Journal of Engineering in Medicine and Biology , 2024 (ESCI, Scopus)

9. A Multi-Input Convolutional Neural Networks Model for Earthquake Precursor Detection Based on Ionospheric Total Electron Content

Uyanik H., Sentuerk E., AKPINAR M. H., Ozcelik S. T. A., KÖKÜM M., Freeshah M., et al.

REMOTE SENSING , cilt.15, sa.24, 2023 (SCI-Expanded, Scopus)

10. Local feature descriptors based ECG beat classification

Abdullah D. A., Akpinar M. H., Sengur A.

HEALTH INFORMATION SCIENCE AND SYSTEMS , cilt.8, sa.1, 2020 (SCI-Expanded, ESCI, Scopus)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 1

1. BIDIRECTIONAL LSTM BASED HARMONIC PREDICTION

Deniz E., Akpınar M. H., Şengür A.

VI-INTERNATIONAL EUROPEAN CONFERENCE ON INTERDISCIPLINARY SCIENTIFIC RESEARCH, Bucuresti, Romanya, 26 - 27 Ağustos 2022, ss.70-79, (Tam Metin Bildiri)

Kitaplar 2

1. Electrocardiogram beat classification using deep convolutional neural network techniques

Cömert Z., Akbulut Y., Akpınar M. H., Alçin Ö. F., Budak Ü., Aslan M., et al.

Modelling and Analysis of Active Biopotential Signals in Healthcare, Volume 1, Varun Bajaj,G.R.Sinha, Editör, Institute of Physics Publishing (IOP) , Bristol, ss.12-26, 2020

2. Classification of physical actions from surface EMG signals using the wavelet packet transform and local binary patterns

Alçin Ö. F., Budak Ü., Aslan M., Akbulut Y., Cömert Z., Akpınar M. H., et al.

Modelling and Analysis of Active Biopotential Signals in Healthcare, Volume 1, Varun Bajaj,G.R.Sinha, Editör, Institute of Physics Publishing (IOP) , Bristol, ss.8-23, 2020

Metrikler

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