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ORCIDGanesh R. Naik
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2020 – today
- 2024
[j45]Pradyumna G. R.
, Roopa B. Hegde, Bommegowda K. B., Tony Jan, Ganesh R. Naik:
Empowering Healthcare With IoMT: Evolution, Machine Learning Integration, Security, and Interoperability Challenges. IEEE Access 12: 20603-20623 (2024)- [j44]Bastien Lechat, Ganesh R. Naik, Sarah Appleton, Jack Manners, Hannah Scott, Duc Phuc Nguyen, Pierre Escourrou, Robert J. Adams, Peter G. Catcheside, Danny J. Eckert:
Regular snoring is associated with uncontrolled hypertension. npj Digit. Medicine 7(1) (2024) - [j43]Pradyumna G. R., Roopa B. Hegde, Bommegowda K. Basavarajappa, Anil Kumar Bhat, Amit N. Pujari, Gaetano D. Gargiulo, Upul Gunawardana, Tony Jan, Ganesh R. Naik:
Recent Innovations in Footwear and the Role of Smart Footwear in Healthcare - A Survey. Sensors 24(13): 4301 (2024) - [i2]Pradyumna G. R., Roopa B. Hegde, Bommegowda K. B., Anil Kumar Bhat, Ganesh R. Naik, Amit N. Pujari:
Recent Innovations in Footwear Sensors: Role of Smart Footwear in Healthcare - A Survey. CoRR abs/2402.01645 (2024) - 2023
- [j42]Abdullah Abdul Sattar Shaikh, M. S. Bhargavi, Ganesh R. Naik:
Unraveling the complexities of pathological voice through saliency analysis. Comput. Biol. Medicine 166: 107566 (2023) - [j41]Andrej Gams, Ganesh R. Naik:
Editorial: Neurorobotics explores gait movement in the sporting community. Frontiers Neurorobotics 17 (2023) - [j40]Wellington Pinheiro dos Santos, Vincenzo Conti, Orazio Gambino, Ganesh R. Naik:
Editorial: Machine learning and applied neuroscience. Frontiers Neurorobotics 17 (2023) - [j39]Bastien Lechat, Kelly A. Loffler, Amy C. Reynolds, Ganesh R. Naik, Andrew Vakulin, Garry Jennings, Pierre Escourrou, Doug McEvoy, Robert J. Adams, Peter G. Catcheside, Danny J. Eckert:
High night-to-night variability in sleep apnea severity is associated with uncontrolled hypertension. npj Digit. Medicine 6 (2023) - [j38]Benjamin M. Brandwood, Ganesh R. Naik, Upul Gunawardana, Gaetano D. Gargiulo:
Combined Cardiac and Respiratory Monitoring from a Single Signal: A Case Study Employing the Fantasia Database. Sensors 23(17): 7401 (2023) - 2022
- [j37]Neethu Sreenivasan, Gaetano D. Gargiulo, Upul Gunawardana, Ganesh R. Naik, Armin Nikpour:
Seizure Detection: A Low Computational Effective Approach without Classification Methods. Sensors 22(21): 8444 (2022) - [j36]Maxime Bourges, Ganesh R. Naik, Luca Mesin:
Single Channel Surface Electromyogram Deconvolution is a Useful Pre-Processing for Myoelectric Control. IEEE Trans. Biomed. Eng. 69(5): 1767-1775 (2022) - [c38]Ganesh Cheduluri, Swati Bhardwaj, Ganesh R. Naik, Vidhumouli Hansigida, Appa Rao Nali, Amit Acharyya:
Low complex Hardware Architecture Design Methodology for Cubic Spline Interpolation Technique for Assistive Technologies. NEWCAS 2022: 70-74 - 2021
- [j35]Ahmed Kamil Hasan Al-Ali, Vinod Chandran, Ganesh R. Naik:
Enhanced forensic speaker verification performance using the ICA-EBM algorithm under noisy and reverberant environments. Evol. Intell. 14(4): 1475-1494 (2021) - [j34]Türker Tuncer, Sengül Dogan, Ganesh R. Naik, Pawel Plawiak:
Epilepsy attacks recognition based on 1D octal pattern, wavelet transform and EEG signals. Multim. Tools Appl. 80(16): 25197-25218 (2021) - [j33]Daniele Esposito, Jessica Centracchio, Emilio Andreozzi, Gaetano D. Gargiulo, Ganesh R. Naik, Paolo Bifulco:
Biosignal-Based Human-Machine Interfaces for Assistance and Rehabilitation: A Survey. Sensors 21(20): 6863 (2021) - [j32]Caitlin Polley, Titus Jayarathna, Upul Gunawardana, Ganesh R. Naik, Tara J. Hamilton, Emilio Andreozzi, Paolo Bifulco, Daniele Esposito, Jessica Centracchio, Gaetano D. Gargiulo:
Wearable Bluetooth Triage Healthcare Monitoring System. Sensors 21(22): 7586 (2021) - 2020
- [j31]Oluwarotimi Williams Samuel, Bin Yang, Yanjuan Geng, Mojisola Grace Asogbon, Sandeep Pirbhulal, Deogratias Mzurikwao, Oluwagbenga Paul Idowu, Tunde Joseph Ogundele, Xiangxin Li, Shixiong Chen, Ganesh R. Naik, Peng Fang, Fanghai Han, Guanglin Li:
A new technique for the prediction of heart failure risk driven by hierarchical neighborhood component-based learning and adaptive multi-layer networks. Future Gener. Comput. Syst. 110: 781-794 (2020) - [j30]Samit Kumar Ghosh, R. K. Tripathy, Mario Roberto Arrieta Paternina, Juan J. Arrieta, Alejandro Zamora-Méndez, Ganesh R. Naik:
Detection of Atrial Fibrillation from Single Lead ECG Signal Using Multirate Cosine Filter Bank and Deep Neural Network. J. Medical Syst. 44(6): 114 (2020) - [j29]Sally K. Longmore, Ganesh R. Naik, Gaetano D. Gargiulo:
Laparoscopic Robotic Surgery: Current Perspective and Future Directions. Robotics 9(2): 42 (2020) - [j28]Sami El Arja, Titus Jayarathna, Ganesh R. Naik, Paul Breen, Gaetano D. Gargiulo:
Characterisation of Morphic Sensors for Body Volume and Shape Applications. Sensors 20(1): 90 (2020) - [j27]Emilio Andreozzi, Antonio Fratini, Daniele Esposito, Ganesh R. Naik, Caitlin Polley, Gaetano D. Gargiulo, Paolo Bifulco:
Forcecardiography: A Novel Technique to Measure Heart Mechanical Vibrations onto the Chest Wall. Sensors 20(14): 3885 (2020)
2010 – 2019
- 2019
- [j26]R. K. Tripathy, Mario Roberto Arrieta Paternina, Juan G. Arrieta, Alejandro Zamora-Méndez, Ganesh R. Naik:
Automated detection of congestive heart failure from electrocardiogram signal using Stockwell transform and hybrid classification scheme. Comput. Methods Programs Biomed. 173: 53-65 (2019) - [j25]Daniele Esposito, Emilio Andreozzi, Gaetano D. Gargiulo, Antonio Fratini, Giovanni D'Addio, Ganesh R. Naik, Paolo Bifulco:
A Piezoresistive Array Armband With Reduced Number of Sensors for Hand Gesture Recognition. Frontiers Neurorobotics 13: 114 (2019) - [j24]Karan Maheshwari, Alex Noel Joseph Raj, Vijayalakshmi G. V. Mahesh, Zhemin Zhuang, Elizabeth Rufus, Palaiahnakote Shivakumara, Ganesh R. Naik:
Bilingual text detection in natural scene images using invariant moments. J. Intell. Fuzzy Syst. 37(5): 6773-6784 (2019) - [j23]Sally K. Longmore, Gough Y. Lui, Ganesh R. Naik, Paul P. Breen, Bin Jalaludin, Gaetano D. Gargiulo:
A Comparison of Reflective Photoplethysmography for Detection of Heart Rate, Blood Oxygen Saturation, and Respiration Rate at Various Anatomical Locations. Sensors 19(8): 1874 (2019) - [j22]Nawadita Parajuli, Neethu Sreenivasan, Paolo Bifulco, Mario Cesarelli, Sergio Savino, Vincenzo Niola, Daniele Esposito, Tara Julia Hamilton, Ganesh R. Naik, Upul Gunawardana, Gaetano D. Gargiulo:
Real-Time EMG Based Pattern Recognition Control for Hand Prostheses: A Review on Existing Methods, Challenges and Future Implementation. Sensors 19(20): 4596 (2019) - [j21]Kandala N. V. P. S. Rajesh, Ravindra Dhuli, Pawel Plawiak, Ganesh R. Naik, Hossein Moeinzadeh, Gaetano D. Gargiulo, Gunnam Suryanarayana:
Towards Real-Time Heartbeat Classification: Evaluation of Nonlinear Morphological Features and Voting Method. Sensors 19(23): 5079 (2019) - [i1]Simanto Saha, Khondaker Abdullah Al Mamun, Khawza I. Ahmed, Raqibul Mostafa, Ganesh R. Naik, Ahsan Khandoker, Sam Darvishi, Mathias Baumert:
Progress in Brain Computer Interfaces: Challenges and Trends. CoRR abs/1901.03442 (2019) - 2018
- [j20]Amit Acharyya, Pranit Jadhav, Valentina Bono, Koushik Maharatna, Ganesh R. Naik:
Low-complexity hardware design methodology for reliable and automated removal of ocular and muscular artifact from EEG. Comput. Methods Programs Biomed. 158: 123-133 (2018) - [j19]Hairong Yu, Lin Ye, Ganesh R. Naik, Rong Song, Hung T. Nguyen, Steven W. Su:
Nonparametric dynamical model of cardiorespiratory responses at the onset and offset of treadmill exercises. Medical Biol. Eng. Comput. 56(12): 2337-2351 (2018) - 2017
- [j18]Ahmed Kamil Hasan Al-Ali, David Dean, Bouchra Senadji, Vinod Chandran, Ganesh R. Naik:
Enhanced Forensic Speaker Verification Using a Combination of DWT and MFCC Feature Warping in the Presence of Noise and Reverberation Conditions. IEEE Access 5: 15400-15413 (2017) - [j17]Ahmed Al-Ani, Irena Koprinska, Ganesh R. Naik:
Dynamically identifying relevant EEG channels by utilizing channels classification behaviour. Expert Syst. Appl. 83: 273-282 (2017) - [j16]Yina Guo, Qijia Liu, Anhong Wang, Chaoli Sun, Wenyan Tian, Ganesh R. Naik, Ajith Abraham:
Optimized phase-space reconstruction for accurate musical-instrument signal classification. Multim. Tools Appl. 76(20): 20719-20737 (2017) - [j15]Rifai Chai, Ganesh R. Naik, Tuan Nghia Nguyen, Sai-Ho Ling, Yvonne Tran, Ashley Craig, Hung T. Nguyen:
Driver Fatigue Classification With Independent Component by Entropy Rate Bound Minimization Analysis in an EEG-Based System. IEEE J. Biomed. Health Informatics 21(3): 715-724 (2017) - [c37]Arvind Gautam, Anuradha Balouria, Amit Acharyya, Swati Ghosh Acharyya, Madhuri Panwar, Ganesh R. Naik:
Shape memory effect of nano-ferromagnetic particle doped NiTi for orthopedic devices and rehabilitation techniques. EMBC 2017: 950-953 - [c36]Rifai Chai, Ganesh R. Naik, Sai-Ho Ling, Yvonne Tran, Ashley Craig, Hung T. Nguyen:
Channels selection using independent component analysis and scalp map projection for EEG-based driver fatigue classification. EMBC 2017: 1808-1811 - [c35]Madhuri Panwar, Sristi Ram Dyuthi, Konkimalla Chandra Prakash, Dwaipayan Biswas, Amit Acharyya, Koushik Maharatna, Arvind Gautam, Ganesh R. Naik:
CNN based approach for activity recognition using a wrist-worn accelerometer. EMBC 2017: 2438-2441 - [c34]Ganesh R. Naik, Manisha Pratihast, Rifai Chai, Ahmed Al-Ani, Amit Acharyya, Hung T. Nguyen:
Differences in lower limb muscle activation patterns during Sit to Stand Task for different heel heights. EMBC 2017: 2486-2489 - [c33]Quynh Tran Ly, Aluysius Maria Ardi Handojoseno, Moran Gilat, Rifai Chai, Kaylena A. Ehgoetz Martens, Matthew Georgiades, Ganesh R. Naik, Yvonne Tran, Simon J. G. Lewis, Hung T. Nguyen:
Detection of turning freeze in Parkinson's disease based on S-transform decomposition of EEG signals. EMBC 2017: 3044-3047 - [c32]Quynh Tran Ly, Aluysius Maria Ardi Handojoseno, Moran Gilat, Rifai Chai, Kaylena A. Ehgoetz Martens, Matthew Georgiades, Ganesh R. Naik, Yvonne Tran, Simon J. G. Lewis, Hung T. Nguyen:
Detection of gait initiation Failure in Parkinson's disease based on wavelet transform and Support Vector Machine. EMBC 2017: 3048-3051 - [c31]Robert M. Stephenson, Ganesh R. Naik, Rifai Chai:
A system for accelerometer-based gesture classification using artificial neural networks. EMBC 2017: 4187-4190 - [c30]Ahmed Kamil Hasan Al-Ali, Bouchra Senadji, Ganesh R. Naik:
Enhanced forensic speaker verification using multi-run ICA in the presence of environmental noise and reverberation conditions. ICSIPA 2017: 174-179 - 2016
- [j14]Ganesh R. Naik, Suviseshamuthu Easter Selvan, Massimiliano Gobbo, Amit Acharyya, Hung T. Nguyen:
Principal Component Analysis Applied to Surface Electromyography: A Comprehensive Review. IEEE Access 4: 4025-4037 (2016) - [j13]M. Caroline Viola Stella Mary, Elijah Blessing Rajsingh, Ganesh R. Naik:
Retinal Fundus Image Analysis for Diagnosis of Glaucoma: A Comprehensive Survey. IEEE Access 4: 4327-4354 (2016) - [c29]Rifai Chai, Ganesh R. Naik, Tuan Nghia Nguyen, Sai-Ho Ling, Yvonne Tran, Hung T. Nguyen:
Selecting optimal EEG channels for mental tasks classification: An approach using ICA. CEC 2016: 1331-1335 - [c28]Ganesh R. Naik, Gita Pendharkar, Hung T. Nguyen:
Wavelet PCA for automatic identification of walking with and without an exoskeleton on a treadmill using pressure and accelerometer sensors. EMBC 2016: 1999-2002 - [c27]Venkateshwarlu Y. Gudur, Sandeep Thallada, Abhinay R. Deevi, Venkata Krishna Gande, Amit Acharyya, Vasundhra Bhandari, Paresh Sharma, S. Saqib Khursheed, Ganesh R. Naik:
Reconfigurable hardware-software codesign methodology for protein identification. EMBC 2016: 2456-2459 - [c26]Praveen Chapala, Swati Ghosh Acharyya, S. M. Shariff, Ganesh R. Naik:
Novel Ti-Nb alloys with improved wear resistance for biomedical implant application. EMBC 2016: 4208-4211 - [c25]Rifai Chai, Yvonne Tran, Ganesh R. Naik, Tuan Nghia Nguyen, Sai-Ho Ling, Ashley Craig, Hung T. Nguyen:
Classification of EEG based-mental fatigue using principal component analysis and Bayesian neural network. EMBC 2016: 4654-4657 - [c24]Arvind Gautam, A. Bhargavi Rani, Miguel A. Callejas, Swati Ghosh Acharyya, Amit Acharyya, Dwaipayan Biswas, Vasundhra Bhandari, Paresh Sharma, Ganesh R. Naik:
Shape memory alloy smart knee spacer to enhance knee functionality: Model design and finite element analysis. EMBC 2016: 6046-6049 - [c23]Ahmed Al-Ani, Irena Koprinska, Ganesh R. Naik, Rami N. Khushaba:
A dynamic channel selection algorithm for the classification of EEG and EMG data. IJCNN 2016: 4076-4081 - [c22]Swati Bhardwaj, Bhagyaraja Adapa, R. Shashank, Pranit Jadhav, Dwaipayan Biswas, Amit Acharyya, Ganesh R. Naik:
Low Complexity Single Channel ICA Architecture Design Methodology for Pervasive Healthcare Applications. SiPS 2016: 39-44 - 2015
- [j12]Yina Guo, Ganesh R. Naik, Shuhua Huang, Ajith Abraham, Hung T. Nguyen:
Nonlinear multiscale Maximal Lyapunov Exponent for accurate myoelectric signal classification. Appl. Soft Comput. 36: 633-640 (2015) - [j11]Ganesh R. Naik, Hung T. Nguyen:
Nonnegative Matrix Factorization for the Identification of EMG Finger Movements: Evaluation Using Matrix Analysis. IEEE J. Biomed. Health Informatics 19(2): 478-485 (2015) - [j10]Ganesh R. Naik, Kerry G. Baker, Hung T. Nguyen:
Dependence Independence Measure for Posterior and Anterior EMG Sensors Used in Simple and Complex Finger Flexion Movements: Evaluation Using SDICA. IEEE J. Biomed. Health Informatics 19(5): 1689-1696 (2015) - [c21]Rifai Chai, Ganesh R. Naik, Yvonne Tran, Sai-Ho Ling, Ashley Craig, Hung T. Nguyen:
Classification of driver fatigue in an electroencephalography-based countermeasure system with source separation module. EMBC 2015: 514-517 - [c20]Gita Pendharkar, Ganesh R. Naik, Amit Acharyya, Hung T. Nguyen:
Multiscale PCA to distinguish regular and irregular surfaces using tri axial head and trunk acceleration signals. EMBC 2015: 4122-4125 - [c19]Naresh Vemishetty, Pranit Jadhav, Bhagyaraja Adapa, Amit Acharyya, Pachamuthu Rajalakshmi, Ganesh R. Naik:
Affordable low complexity heart/brain monitoring methodology for remote health care. EMBC 2015: 5082-5085 - [c18]Suresh Mopuri, P. Sreenivasa Reddy, Amit Acharyya, Ganesh R. Naik:
Fast underdetermined BSS architecture design methodology for real time applications. EMBC 2015: 5408-5411 - [c17]Swati Bhardwaj, Pranit Jadhav, Bhagyaraja Adapa, Amit Acharyya, Ganesh R. Naik:
Online and automated reliable system design to remove blink and muscle artefact in EEG. EMBC 2015: 6784-6787 - [c16]Ahmed Al-Ani, Ganesh R. Naik, Hussein A. Abbass:
A Methodology for Synthesizing Interdependent Multichannel EEG Data with a Comparison Among Three Blind Source Separation Techniques. ICONIP (4) 2015: 154-161 - [c15]Amit Acharyya, Mavuduru Neehar, Ganesh R. Naik:
An accurate clustering algorithm for fast protein-profiling using SCICA on MALDI-TOF. ISCAS 2015: 69-72 - 2014
- [j9]Gita Pendharkar, Ganesh R. Naik, Hung T. Nguyen:
Using Blind Source Separation on accelerometry data to analyze and distinguish the toe walking gait from normal gait in ITW children. Biomed. Signal Process. Control. 13: 41-49 (2014) - [j8]Ganesh R. Naik, Dinesh Kant Kumar, Marimuthu Palaniswami:
Signal processing evaluation of myoelectric sensor placement in low-level gestures: sensitivity analysis using independent component analysis. Expert Syst. J. Knowl. Eng. 31(1): 91-99 (2014) - [c14]Pranit N. Jadhav, Divya Shanamugan, Akansha Chourasia, Aniket R. Ghole, Amit Acharyya, Ganesh R. Naik:
Automated detection and correction of eye blink and muscular artefacts in EEG signal for analysis of Autism Spectrum Disorder. EMBC 2014: 1881-1884 - [c13]Ganesh R. Naik, Amit Acharyya, Hung T. Nguyen:
Classification of finger extension and flexion of EMG and Cyberglove data with modified ICA weight matrix. EMBC 2014: 3829-3832 - 2013
- [j7]Yina Guo, Shuhua Huang, Yongtang Li, Ganesh R. Naik:
Edge Effect Elimination in Single-Mixture Blind Source Separation. Circuits Syst. Signal Process. 32(5): 2317-2334 (2013) - [c12]Ganesh R. Naik, Yina Guo, Hung T. Nguyen:
A new approach to improve the quality of biosensor signals using Fast Independent Component Analysis: Feasibility study using EMG recordings. EMBC 2013: 1927-1929 - [c11]Yina Guo, Ganesh R. Naik, Hung T. Nguyen:
Single channel blind source separation based local mean decomposition for Biomedical applications. EMBC 2013: 6812-6815 - 2012
- [j6]Ganesh R. Naik:
Measure of Quality of Source Separation for Sub- and Super-Gaussian Audio Mixtures. Informatica 23(4): 581-599 (2012) - [j5]Ganesh R. Naik, Dinesh Kant Kumar:
Identification of Hand and Finger Movements Using Multi Run ICA of Surface Electromyogram. J. Medical Syst. 36(2): 841-851 (2012) - 2011
- [j4]Ganesh R. Naik, Dinesh Kant Kumar:
An Overview of Independent Component Analysis and Its Applications. Informatica (Slovenia) 35(1): 63-81 (2011) - [c10]Ganesh R. Naik, Dinesh K. Kumar:
Evaluation of higher order statistics parameters for multi channel sEMG using different force levels. EMBC 2011: 3869-3872 - 2010
- [j3]Ganesh R. Naik, Dinesh Kant Kumar, Jayadeva:
Twin SVM for gesture classification using the surface electromyogram. IEEE Trans. Inf. Technol. Biomed. 14(2): 301-308 (2010)
2000 – 2009
- 2009
- [j2]Ganesh R. Naik, Dinesh Kant Kumar:
Determining Number of Independent Sources in Undercomplete Mixture. EURASIP J. Adv. Signal Process. 2009 (2009) - [c9]Ganesh R. Naik, Dinesh Kant Kumar, Katherine Wheeler, Sridhar Poosapadi Arjunan:
Estimation of Muscle Fatigue during Cyclic Contractions Using Source Separation Techniques. DICTA 2009: 217-222 - [c8]Ganesh R. Naik, Dinesh Kant Kumar, Hans Weghorn, Guo Yina, Hirokazu Shimada:
Information based filtering of audio for multimedia applications. IADIS AC (2) 2009: 233-237 - 2008
- [j1]Djuwari Djuwari, Dinesh Kant Kumar, Sridhar Poosapadi Arjunan, Ganesh R. Naik:
Limitations and Applications of ICA for Surface electromyogram for Identifying Hand Gestures. Int. J. Comput. Intell. Appl. 7(3): 281-300 (2008) - [c7]Ganesh R. Naik, Dinesh Kant Kumar, Marimuthu Palaniswami:
Multi run ICA and surface EMG based signal processing system for recognising hand gestures. CIT 2008: 700-705 - [c6]Ganesh R. Naik, Dinesh Kant Kumar, Sridhar Poosapadi Arjunan:
Multi modal gesture identification for HCI using surface EMG. MindTrek 2008: 90-94 - 2007
- [c5]Ganesh R. Naik, Dinesh Kant Kumar, Sridhar Poosapadi Arjunan, Hans Weghorn, Marimuthu Palaniswami:
Limitations and Applications of ICA in Facial sEMG and Hand Gesture sEMG for Human Computer Interaction. DICTA 2007: 15-22 - [c4]Ganesh R. Naik, Dinesh Kant Kumar, Hans Weghorn, Marimuthu Palaniswami:
Subtle Hand Gesture Identification for HCI Using Temporal Decorrelation Source Separation BSS of Surface EMG. DICTA 2007: 30-37 - [c3]Sridhar Poosapadi Arjunan, Hans Weghorn, Dinesh Kant Kumar, Ganesh R. Naik, Wai Chee Yau:
Recognition of Human Voice Utterances from Facial Surface EMG without Using Audio Signals. ICEIS (Selected Papers) 2007: 366-378 - [c2]Ganesh R. Naik, Dinesh Kant Kumar, Hans Weghorn, Vijay P. Singh, Marimuthu Palaniswami:
Improving Isometric Hand Gesture Identification for HCI based on Independent Component Analysis in Bio-signal Processing. PRIS 2007: 171-180 - 2006
- [c1]Ganesh R. Naik, Dinesh K. Kumar, Sridhar P. Arjunan, Marimuthu Palaniswami, Rezaul K. Begg:
Limitations and Applications of ICA for Surface Electromyogram. EMBC 2006: 5739-5742
Coauthor Index
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