Retraction
Review on Epileptic Seizure Prediction: Machine Learning and Deep Learning Approaches
Paper Information
Record ID:
59577
Publication Date:
January 20, 2022
Retraction Date:
December 13, 2023
(1.9 year years ago)
Subjects:
Institutions:
- Department of Electronics and Telecommunication, Symbiosis Institute of Technology, Symbiosis International (Deemed University), SIU, Lavale, Pune, Maharashtra, India
- Symbiosis Institute of Technology (SIT), Symbiosis International (Deemed University), SIU, Lavale, Pune, Maharashtra, India
- Symbiosis Centre of Applied AI (SCAAI), Symbiosis International (Deemed) University, Pune 412115, India
- Computer Science and Information Technology Department, Symbiosis Institute of Technology, Symbiosis International (Deemed) University, Pune 412115, India
- Department of CSE&IT, Jaypee Institute of Information Technology Noida, India
Country:
🇮🇳 IndiaArticle Type:
Publisher:
Hindawi
Open Access:
Yes
DOI:
PubMed ID:
Retraction PubMed ID:
Retraction Details
Citations (76)
76
Total Citations34
Post-Retraction(44.7%)
42
Pre-Retraction0
Same DayPost-Retraction Citation Analysis
6
Within 30 days
29
Within 1 year
0
After 2+ years
505
Days since retraction (latest)
Enhancing Seizure Detection with Hybrid XGBoost and Recurrent Neural Networks
Santushti Betgeri, Madhu Shukla, Dinesh Kumar et al. (6 authors)
Neuroscience Informatics
Open Access
Published: May 2025
2 citations
2 citations
505 days after retraction
An enhanced CNN-Bi-transformer based framework for detection of neurological illnesses through neurocardiac data fusion
Kavita Rawat, Trapti Sharma
Scientific Reports
Open Access
Published: Apr 2025
477 days after retraction
Artificial Intelligence in Pediatric Epilepsy Detection: Balancing Effectiveness With Ethical Considerations for Welfare
Marina Ramzy Mourid, Hamza Irfan, Malik Olatunde Oduoye
Health Science Reports
Open Access
Published: Jan 2025
2 citations
2 citations
385 days after retraction
Hybrid AI and Multisource Data for Prediction of Epilepsy
Sayeedakhanum Pathan, Bhupesh Deka, K R Deeksha et al. (5 authors)
Learning and analytics in intelligent systems
Published: Jan 2025
385 days after retraction
Comparison of Classification Techniques for Epileptic Seizure Detection
Shirish Mohan Dubey, Kamlesh Gupta, Shikha Agrawal
Lecture notes in networks and systems
Published: Jan 2025
385 days after retraction
Paper citing Review on Epileptic Seizure Prediction: Machine Le...
Unknown Authors
Unknown Journal
Published: Dec 2024
363 days after retraction
Paper citing Review on Epileptic Seizure Prediction: Machine Le...
Unknown Authors
Unknown Journal
Published: Nov 2024
329 days after retraction
The role of digital platforms and smartphone apps
Alec Mian, Stephen Donoghue, Pablo Prieto‐Matos et al. (6 authors)
Elsevier eBooks
Published: Nov 2024
324 days after retraction
Machine learning approaches for epilepsy analysis in current clinical trials
Ishan Ayus, Biswajit Jena
Elsevier eBooks
Published: Nov 2024
324 days after retraction
Artificial intelligence–based seizure detection systems in electroencephalography: Transforming healthcare for accurate diagnosis and treatment
Tarun Kumar Suvvari, Jaiprakash Gurav, Yuvraj Kaushal et al. (5 authors)
Elsevier eBooks
Published: Oct 2024
296 days after retraction
EEG Signal Analysis for Epilepsy Detection Using Deep Neural Networks
Fadiyah Mukhtar Wani, Maya V Karki
Unknown Journal
Published: Oct 2024
296 days after retraction
Time series data-based classification using combined 1D- CNN-GRU for Seizure detection and prediction
Chekhmane Ghezala, R. Benali
Research Square (Research Square)
Published: Sep 2024
289 days after retraction
Paper citing Review on Epileptic Seizure Prediction: Machine Le...
Unknown Authors
Unknown Journal
Published: Sep 2024
267 days after retraction
Automatic Diagnosis of Epileptic Seizures using Entropy-based Features and Multimodel Deep Learning Approaches
Noor Kamal Al-Qazzaz, Maher Alrahhal, Sumai Hamad Jaafer et al. (5 authors)
Medical Engineering & Physics
Published: Jul 2024
2 citations
2 citations
206 days after retraction
Epileptic detection based on deep learning: A review
Ola Marwan Assim, Ahlam Fadhil Mahmood
Iraqi Journal for Electrical And Electronic Engineering
Open Access
Published: Jun 2024
1 citation
1 citation
189 days after retraction
Paper citing Review on Epileptic Seizure Prediction: Machine Le...
Unknown Authors
Unknown Journal
Published: Jun 2024
175 days after retraction
Deep learning‐based seizure prediction using EEG signals: A comparative analysis of classification methods on the CHB‐MIT dataset
Ali Esmaeilpour, Shaghayegh Shahiri Tabarestani, Alireza Niazi
Engineering Reports
Published: May 2024
7 citations
7 citations
158 days after retraction
Seizure Detection Based on Lightweight Inverted Residual Attention Network
Hongbin Lv, Yongfeng Zhang, Tiantian Xiao et al. (8 authors)
International Journal of Neural Systems
Published: Apr 2024
5 citations
5 citations
135 days after retraction
Machine Learning-Based Early Seizure Detection: A Random Forest Classifier Approach for Pre-Ictal Stage Prediction in Epilepsy
M Anaz Mohammed Vishar, D Hepsiba, R Prasanna et al. (4 authors)
Unknown Journal
Published: Mar 2024
98 days after retraction
Online Seizure Prediction via Fine-Tuning and Test-Time Adaptation
Tingting Mao, Chang Li, Rencheng Song et al. (5 authors)
IEEE Internet of Things Journal
Published: Mar 2024
2 citations
2 citations
85 days after retraction
An efficient epileptic seizure detection by classifying focal and non-focal EEG signals using optimized deep dual adaptive CNN-HMM classifier
Puja Cholke, Sharmishta Desai
Multimedia Tools and Applications
Published: Mar 2024
4 citations
4 citations
82 days after retraction
Decoding Epileptic Seizures: Exploring In Vitro Approaches to Unravel Pathophysiology and Propel Future Therapeutic Breakthroughs
Yasaman Heydari, Yuri Bozzi, Lorenzo Pavesi
Deleted Journal
Open Access
Published: Feb 2024
3 citations
3 citations
76 days after retraction
MMA: metadata supported multi-variate attention for onset detection and prediction
Manjusha Ravindranath, K. Selçuk Candan, Maria Luisa Sapino et al. (4 authors)
Data Mining and Knowledge Discovery
Published: Feb 2024
3 citations
3 citations
68 days after retraction
Supervised and Unsupervised Deep Learning Approaches for EEG Seizure Prediction
Zakary Georgis-Yap, Miloš R. Popović, Shehroz S. Khan
Journal of Healthcare Informatics Research
Open Access
Published: Feb 2024
5 citations
5 citations
65 days after retraction
Literature Survey Paper on Epilepsy and Autism Spectrum Disorder Detection and Analysis Using Machine Learning
Ms. Likitha. K, Ms. Harshitha S, C Pathanjali
International Journal of Advanced Research in Science Communication and Technology
Open Access
Published: Feb 2024
55 days after retraction
Automatic Seizure Detection Using Multi-Input Deep Feature Learning Networks for EEG Signals
Qi Sun, Yuanjian Liu, Shuangde Li
Journal of Sensors
Open Access
Published: Feb 2024
3 citations
3 citations
54 days after retraction
Detection of epileptic seizure in EEG signals using machine learning and deep learning techniques
Pankaj Kunekar, Mukesh Kumar Gupta, Pramod Gaur
Journal of Engineering and Applied Science
Open Access
Published: Jan 2024
21 citations
21 citations
37 days after retraction
Comparison of Different Machine Learning Algorithms to Classify Epilepsy Seizure from EEG Signals
Pankaj Kunekar, C.D. Kumawat, Vaishnavi Lande et al. (6 authors)
Unknown Journal
Open Access
Published: Jan 2024
1 citation
1 citation
34 days after retraction
Epilepsy and Prediction Devices
Eryse Amira Seth, Jessica Watterson, Mohd. Farooq Shaikh
Unknown Journal
Published: Jan 2024
19 days after retraction
Role of machine learning in the management of epilepsy: a systematic review protocol
Richard Shek‐kwan Chang, Shani Nguyen, Zhibin Chen et al. (5 authors)
BMJ Open
Open Access
Published: Jan 2024
1 citation
1 citation
19 days after retraction
Evolving Approaches in Epilepsy Management: Harnessing Internet of Things and Deep Learning
Ola Marwan Assim, Ahlam Fadhil Mahmood
Lecture notes in networks and systems
Published: Jan 2024
19 days after retraction
Double Attention-Based Deep Convolutional Neural Network for Seizure Detection Using EEG Signals
Lin Shi, Zexin Wang, Yuanwei Ma et al. (6 authors)
Lecture notes in computer science
Published: Jan 2024
1 citation
1 citation
19 days after retraction
Epilepsy and Prediction Devices
Eryse Amira Seth, Jessica Watterson, Mohd. Farooq Shaikh
Unknown Journal
Published: Jan 2024
19 days after retraction
Ordered Weighted Aggregation Operators based Statistical features for Seizure Classification using EEG
Gowtham Reddy N, Pragya Gupta, Debashree Guha et al. (5 authors)
2021 IEEE 18th India Council International Conference (INDICON)
Published: Dec 2023
1 citation
1 citation
1 days after retraction
A Novel Prognostic Model Using Chaotic CNN with Hybridized Spoofing for Enhancing Diagnostic Accuracy in Epileptic Seizure Prediction
Preethi Palanisamy, Shabana Urooj, Rajesh Arunachalam et al. (4 authors)
Diagnostics
Open Access
Published: Nov 2023
12 citations
12 citations
40 days before retraction
Seizure Detection using Machine Learning and Monitoring through IoT Devices
D. Sugumar, K S Suriya, T Anto Michael Suraj et al. (5 authors)
Unknown Journal
Published: Oct 2023
3 citations
3 citations
48 days before retraction
A Modified Gated Recurrent Unit Approach for Epileptic Electroencephalography Classification
Vinod Prakash, Dharmender Kumar
Journal of Information and Communication Technology
Open Access
Published: Oct 2023
6 citations
6 citations
49 days before retraction
SVM-Based Pre-Ictal Phase Detection for Epileptic Seizure Analysis
Neeta Chapatwala, Chirag N. Paunwala, Akbar Abbas Doctor
Unknown Journal
Published: Oct 2023
1 citation
1 citation
58 days before retraction
EEG Signal Analysis Approaches for Epileptic Seizure Event Prediction Using Deep Learning
Chrisa Samara, Εleni Vrochidou, George A. Papakostas
2022 International Conference on Software, Telecommunications and Computer Networks (SoftCOM)
Published: Sep 2023
7 citations
7 citations
83 days before retraction
Automatic Diagnosis of Epileptic Seizures using Entropy-based Features and Multimodel Deep Learning Approaches
Noor Kamal Al-Qazzaz, Maher Alrahhal, Sumai Hamad Jaafer et al. (5 authors)
Unknown Journal
Open Access
Published: Sep 2023
1 citation
1 citation
92 days before retraction
An effective fusion model for seizure prediction: GAMRNN
Hong Ji, Ting Xu, Tao Xue et al. (8 authors)
Frontiers in Neuroscience
Open Access
Published: Aug 2023
5 citations
5 citations
113 days before retraction
Anomaly Detection in Medical Time Series with Generative Adversarial Networks: A Selective Review
Miloš Cekić
Artificial intelligence
Open Access
Published: Aug 2023
2 citations
2 citations
126 days before retraction
EpilepsyNet: Novel automated detection of epilepsy using transformer model with EEG signals from 121 patient population
Shu Lih Oh, Jahmunah Vicnesh, Elizabeth E. Palmer et al. (9 authors)
Computers in Biology and Medicine
Open Access
Published: Aug 2023
44 citations
44 citations
130 days before retraction
Improving the Performance of ECG-based Epileptic Seizure Prediction using Wavelet and Variational Mode Decomposition
B. J. Abarna, C. Santhosh Kumar, Pooja Muralidharan et al. (5 authors)
Unknown Journal
Published: Aug 2023
130 days before retraction
The Application of Deep Learning to Electroencephalograms, Magnetic Resonance Imaging, and Implants for the Detection of Epileptic Seizures: A Narrative Review
Arihant Singh, Vivek R Velagala, Tanishq Kumar et al. (5 authors)
Cureus
Open Access
Published: Jul 2023
7 citations
7 citations
141 days before retraction
Patient-Specific Preictal Pattern-Aware Epileptic Seizure Prediction with Federated Learning
Raghdah Saemaldahr, Mohammad Ilyas
Sensors
Open Access
Published: Jul 2023
5 citations
5 citations
145 days before retraction
Machine Learning-Driven Robust Optimization of Communication Signals in Sensor Wearable Devices for Early Stage Epilepsy Seizure Prediction using EPCA
C V Banupriya, R Kowsalya
Indian Journal of Science and Technology
Open Access
Published: Jul 2023
1 citation
1 citation
160 days before retraction
Patient-Specific Preictal Pattern-Aware Epileptic Seizure Prediction with Federated Learning
Raghdah Saemaldahr, Mohammad Ilyas
Unknown Journal
Open Access
Published: Jun 2023
1 citation
1 citation
166 days before retraction
Diagnosis and Prognosis: Literature Review on Prediction of Epilepsy using Machine Learning Techniques
Alina Ahsan, Sifatullah Siddiqi
International Journal of Computer Applications
Open Access
Published: Jun 2023
176 days before retraction
Cross-Site Generalization for Imbalanced Epileptic Classification
Tala Abdallah, Nisrine Jrad, Fahed Abdallah et al. (5 authors)
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Published: May 2023
222 days before retraction
Quick Stats
Total Citations:
76
Years Since Retraction:
1.9 year
Open Access:
Yes
Last Checked:
Jul 24, 2025