@inproceedings{bb270400,
        AUTHOR = "Camilleri, T.A. and Camilleri, K.P. and Fabri, S.G.",
        TITLE = "Segmentation and Labelling of EEG for Brain Computer Interfaces",
        BOOKTITLE = CAIP15,
        YEAR = "2015",
        PAGES = "I:288-299",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882bc1.html#TT265146"}

@inproceedings{bb270401,
        AUTHOR = "Lee, M.H. and Fazli, S. and Mehnert, J. and Lee, S.W.",
        TITLE = "Improving the Performance of Brain-Computer Interface Using
Multi-modal Neuroimaging",
        BOOKTITLE = ACPR13,
        YEAR = "2013",
        PAGES = "511-515",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882bc1.html#TT265147"}

@inproceedings{bb270402,
        AUTHOR = "Christopher, K.R. and Kapur, A. and Carnegie, D.A. and Grimshaw, G.M.",
        TITLE = "Implementing 3D visualizations of EEG signals in artistic
applications",
        BOOKTITLE = IVCNZ13,
        YEAR = "2013",
        PAGES = "364-369",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882bc1.html#TT265148"}

@inproceedings{bb270403,
        AUTHOR = "Ouyang, W.J. and Cashion, K. and Asari, V.K.",
        TITLE = "Electroencephelograph based brain machine interface for controlling a
robotic arm",
        BOOKTITLE = AIPR13,
        YEAR = "2013",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882bc1.html#TT265149"}

@inproceedings{bb270404,
        AUTHOR = "Zhou, W. and Yang, Y. and Yu, Z.L.",
        TITLE = "Discriminative dictionary learning for EEG signal classification in
Brain-computer interface",
        BOOKTITLE = ICARCV12,
        YEAR = "2012",
        PAGES = "1582-1585",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882bc1.html#TT265150"}

@inproceedings{bb270405,
        AUTHOR = "Li, M.Z. and Pan, J.",
        TITLE = "An Effective Classification Approach for EEG-based BCI System",
        BOOKTITLE = ICIG11,
        YEAR = "2011",
        PAGES = "897-901",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882bc1.html#TT265151"}

@inproceedings{bb270406,
        AUTHOR = "Satti, A. and Guan, C.T. and Coyle, D. and Prasad, G.",
        TITLE = "A Covariate Shift Minimisation Method to Alleviate Non-stationarity
Effects for an Adaptive Brain-Computer Interface",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "105-108",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882bc1.html#TT265152"}

@inproceedings{bb270407,
        AUTHOR = "Amcalar, A. and Cetin, M.",
        TITLE = "Design, Implementation and Evaluation of a Real-Time P300-based
Brain-Computer Interface System",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "117-120",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882bc1.html#TT265153"}

@inproceedings{bb270408,
        AUTHOR = "Ang, K.K. and Guan, C.T. and Lee, K. and Lee, J.Q. and Nioka, S. and Chance, B.",
        TITLE = "A Brain-Computer Interface for Mental Arithmetic Task from Single-Trial
Near-Infrared Spectroscopy Brain Signals",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "3764-3767",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882bc1.html#TT265154"}

@inproceedings{bb270409,
        AUTHOR = "Argunsah, A.O. and Cetin, M.",
        TITLE = "AR-PCA-HMM Approach for Sensorimotor Task Classification in EEG-based
Brain-Computer Interfaces",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "113-116",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882bc1.html#TT265155"}

@inproceedings{bb270410,
        AUTHOR = "Yazdani, A. and Vesin, J.M. and Izzo, D. and Ampatzis, C. and Ebrahimi, T.",
        TITLE = "Implicit retrieval of salient images using Brain Computer Interface",
        BOOKTITLE = ICIP10,
        YEAR = "2010",
        PAGES = "3169-3172",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882bc1.html#TT265156"}

@inproceedings{bb270411,
        AUTHOR = "Lu, S.J. and Guan, C.T. and Zhang, H.H.",
        TITLE = "Subject-independent brain computer interface through boosting",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882bc1.html#TT265157"}

@inproceedings{bb270412,
        AUTHOR = "Lotte, F. and Mouchere, H. and Lecuyer, A.",
        TITLE = "Pattern rejection strategies for the design of self-paced EEG-based
Brain-Computer Interfaces",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882bc1.html#TT265158"}

@inproceedings{bb270413,
        AUTHOR = "Kapoor, A. and Shenoy, P. and Tan, D.",
        TITLE = "Combining brain computer interfaces with vision for object
categorization",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882bc1.html#TT265159"}

@inproceedings{bb270414,
        AUTHOR = "Poli, R. and Salvaris, M. and Cinel, C.",
        TITLE = "Evolutionary Synthesis of a Trajectory Integrator for an Analogue
Brain-Computer Interface Mouse",
        BOOKTITLE = EvoIASP11,
        YEAR = "2011",
        PAGES = "214-223",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882bc1.html#TT265160"}

@inproceedings{bb270415,
        AUTHOR = "Poli, R. and Cinel, C. and Citi, L. and Sepulveda, F.",
        TITLE = "Evolutionary Brain Computer Interfaces",
        BOOKTITLE = EvoIASP07,
        YEAR = "2007",
        PAGES = "301-310",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882bc1.html#TT265161"}

@inproceedings{bb270416,
        AUTHOR = "Millan, J.D. and Ferrez, P.W. and Galan, F. and Lew, E. and Chavarriaga, R.",
        TITLE = "Non-invasive Brain-Actuated Interaction",
        BOOKTITLE = BVAI07,
        YEAR = "2007",
        PAGES = "438-447",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882bc1.html#TT265162"}

@inproceedings{bb270417,
        AUTHOR = "Liefhold, C. and Grosse Wentrup, M. and Gramann, K. and Buss, M.",
        TITLE = "Comparison of Adaptive Spatial Filters with Heuristic and Optimized
Region of Interest for EEG Based Brain-Computer-Interfaces",
        BOOKTITLE = DAGM07,
        YEAR = "2007",
        PAGES = "274-283",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882bc1.html#TT265163"}

@inproceedings{bb270418,
        AUTHOR = "Song, X.M. and Iordanescu, G. and Wyrwicz, A.M.",
        TITLE = "One-class Machine Learning for Brain Activation Detection",
        BOOKTITLE = CVPR07,
        YEAR = "2007",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882bc1.html#TT265164"}

@inproceedings{bb270419,
        AUTHOR = "Zhu, X.Y. and Wu, J.K. and Cheng, Y.M. and Wang, Y.X.",
        TITLE = "GMM-Based Classification Method for Continuous Prediction in
Brain-Computer Interface",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "I: 1171-1174",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882bc1.html#TT265165"}

@inproceedings{bb270420,
        AUTHOR = "Zhang, H.H. and Guan, C.T.",
        TITLE = "A Kernel-based Signal Localization Method for NIRS Brain-computer
Interfaces",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "I: 1158-1161",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882bc1.html#TT265166"}

@inproceedings{bb270421,
        AUTHOR = "Cheng, D.S. and d'Amato, V. and Murino, V.",
        TITLE = "Wavelet-based Processing of EEG Data for Brain-Computer Interfaces",
        BOOKTITLE = VHCI05,
        YEAR = "2005",
        PAGES = "III: 74-74",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882bc1.html#TT265167"}

@article{bb270422,
        AUTHOR = "Kakoty, N.M. and Hazarika, S.M.",
        TITLE = "Development of an electromyographic controlled biomimetic prosthetic
hand",
        JOURNAL = IJCVR,
        VOLUME = "4",
        YEAR = "2014",
        NUMBER = "1-2",
        PAGES = "115-133",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882emg2.html#TT265168"}

@article{bb270423,
        AUTHOR = "Zivanovic, M.",
        TITLE = "Time-Varying Multicomponent Signal Modeling for Analysis of Surface
EMG Data",
        JOURNAL = SPLetters,
        VOLUME = "21",
        YEAR = "2014",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "692-696",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882emg2.html#TT265169"}

@article{bb270424,
        AUTHOR = "Farina, D. and Holobar, A.",
        TITLE = "Human-Machine Interfacing by Decoding the Surface Electromyogram",
        JOURNAL = SPMag,
        VOLUME = "32",
        YEAR = "2015",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "115-120",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882emg2.html#TT265170"}

@article{bb270425,
        AUTHOR = "Farina, D. and Holobar, A.",
        TITLE = "Characterization of Human Motor Units From Surface EMG Decomposition",
        JOURNAL = PIEEE,
        VOLUME = "104",
        YEAR = "2016",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "353-373",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882emg2.html#TT265171"}

@article{bb270426,
        AUTHOR = "Arjunan, S.P. and Kumar, D.K. and Wheeler, K. and Shimada, H.",
        TITLE = "Spectral properties of surface electromyogram signal and change in
muscle conduction velocity during isometric muscle contraction",
        JOURNAL = SIViP,
        VOLUME = "9",
        YEAR = "2015",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "261-266",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882emg2.html#TT265172"}

@article{bb270427,
        AUTHOR = "Lopes, P. and Baudisch, P.",
        TITLE = "Interactive Systems Based on Electrical Muscle Stimulation",
        JOURNAL = Computer,
        VOLUME = "50",
        YEAR = "2017",
        NUMBER = "10",
        PAGES = "28-35",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882emg2.html#TT265173"}

@article{bb270428,
        AUTHOR = "Tsumugiwa, T. and Shibata, A. and Yokogawa, R.",
        TITLE = "Analysis of Upper-Extremity Motion and Muscle and Brain Activation
During Machine Operation in Consideration of Mass and Friction",
        JOURNAL = HMS,
        VOLUME = "48",
        YEAR = "2018",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "161-171",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882emg2.html#TT265174"}

@article{bb270429,
        AUTHOR = "Hazarika, A. and Dutta, L. and Boro, M. and Barthakur, M. and Bhuyan, M.",
        TITLE = "An automatic feature extraction and fusion model:
Application to electromyogram (EMG) signal classification",
        JOURNAL = MultInfoRetr,
        VOLUME = "8",
        YEAR = "2018",
        NUMBER = "3",
        MONTH = "September",
        PAGES = "173-186",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882emg2.html#TT265175"}

@article{bb270430,
        AUTHOR = "Yang, W. and Yang, D.P. and Liu, Y. and Liu, H.",
        TITLE = "Decoding Simultaneous Multi-DOF Wrist Movements From Raw EMG Signals
Using a Convolutional Neural Network",
        JOURNAL = HMS,
        VOLUME = "49",
        YEAR = "2019",
        NUMBER = "5",
        MONTH = "October",
        PAGES = "411-420",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882emg2.html#TT265176"}

@article{bb270431,
        AUTHOR = "Qin, Z. and Jiang, Z. and Chen, J. and Hu, C. and Ma, Y.",
        TITLE = "sEMG-Based Tremor Severity Evaluation for Parkinson's Disease Using a
Light-Weight CNN",
        JOURNAL = SPLetters,
        VOLUME = "26",
        YEAR = "2019",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "637-641",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882emg2.html#TT265177"}

@article{bb270432,
        AUTHOR = "Tabatabaei, S.M. and Chalechale, A.",
        TITLE = "Local binary patterns for noise-tolerant sEMG classification",
        JOURNAL = SIViP,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "3",
        MONTH = "April",
        PAGES = "491-498",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882emg2.html#TT265178"}

@article{bb270433,
        AUTHOR = "Loconsole, C. and Cascarano, G.D. and Brunetti, A. and Trotta, G.F. and Losavio, G. and Bevilacqua, V. and di Sciascio, E.",
        TITLE = "A model-free technique based on computer vision and sEMG for
classification in Parkinson's disease by using computer-assisted
handwriting analysis",
        JOURNAL = PRL,
        VOLUME = "121",
        YEAR = "2019",
        PAGES = "28-36",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882emg2.html#TT265179"}

@article{bb270434,
        AUTHOR = "Jose, S. and George, S.T. and Roopchand, P.S.",
        TITLE = "DWT-based electromyogram signal classification using maximum
likelihood-estimated features for neurodiagnostic applications",
        JOURNAL = SIViP,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "3",
        MONTH = "April",
        PAGES = "601-608",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882emg2.html#TT265180"}

@article{bb270435,
        AUTHOR = "Hagengruber, A. and Leipscher, U. and Eskofier, B.M. and Vogel, J.",
        TITLE = "Electromyography for Teleoperated Tasks in Weightlessness",
        JOURNAL = HMS,
        VOLUME = "51",
        YEAR = "2021",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "130-140",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882emg2.html#TT265181"}

@article{bb270436,
        AUTHOR = "Wang, Z.P. and He, B.B. and Zhou, Y.J. and Chen, L. and Gu, B. and Liu, S. and Xu, M. and He, F. and Ming, D.",
        TITLE = "Incorporating EEG and EMG Patterns to Evaluate BCI-Based Long-Term
Motor Training",
        JOURNAL = HMS,
        VOLUME = "52",
        YEAR = "2022",
        NUMBER = "4",
        MONTH = "August",
        PAGES = "648-657",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882emg2.html#TT265182"}

@article{bb270437,
        AUTHOR = "Bao, T.Z. and Zaidi, S.A.R. and Xie, S.Q. and Yang, P.F. and Zhang, Z.Q.",
        TITLE = "CNN Confidence Estimation for Rejection-Based Hand Gesture
Classification in Myoelectric Control",
        JOURNAL = HMS,
        VOLUME = "52",
        YEAR = "2022",
        NUMBER = "1",
        MONTH = "February",
        PAGES = "99-109",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882emg2.html#TT265183"}

@article{bb270438,
        AUTHOR = "Yi, C.Z. and Jiang, F. and Zhang, S.P. and Guo, H. and Yang, C. and Ding, Z. and Wei, B. and Lan, X.Y. and Zhou, H.Y.",
        TITLE = "Continuous Prediction of Lower-Limb Kinematics From Multi-Modal
Biomedical Signals",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2592-2602",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882emg2.html#TT265184"}

@article{bb270439,
        AUTHOR = "Liu, J.B. and Tan, G.S. and Wang, J.X. and Wei, Y. and Sheng, Y.X. and Chang, H. and Xie, Q. and Liu, H.H.",
        TITLE = "Closed-Loop Construction and Analysis of Cortico-Muscular-Cortical
Functional Network After Stroke",
        JOURNAL = MedImg,
        VOLUME = "41",
        YEAR = "2022",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1575-1586",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882emg2.html#TT265185"}

@article{bb270440,
        AUTHOR = "Zou, Y.X. and Cheng, L. and Han, L.J. and Li, Z.W. and Song, L.P.",
        TITLE = "Decoding Electromyographic Signal With Multiple Labels for Hand
Gesture Recognition",
        JOURNAL = SPLetters,
        VOLUME = "30",
        YEAR = "2023",
        PAGES = "483-487",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882emg2.html#TT265186"}

@article{bb270441,
        AUTHOR = "Guo, W.Y. and Jiang, N. and Farina, D. and Su, J.Y. and Wang, Z. and Lin, C. and Xiong, H.",
        TITLE = "Multi-Attention Feature Fusion Network for Accurate Estimation of
Finger Kinematics From Surface Electromyographic Signals",
        JOURNAL = HMS,
        VOLUME = "53",
        YEAR = "2023",
        NUMBER = "3",
        MONTH = "June",
        PAGES = "512-519",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882emg2.html#TT265187"}

@article{bb270442,
        AUTHOR = "Omisore, O.M. and Akinyemi, T.O. and Du, W.J. and Duan, W.K. and Orji, R. and Do, T.N. and Wang, L.",
        TITLE = "Weighting-Based Deep Ensemble Learning for Recognition of
Interventionalists' Hand Motions During Robot-Assisted Intravascular
Catheterization",
        JOURNAL = HMS,
        VOLUME = "53",
        YEAR = "2023",
        NUMBER = "1",
        MONTH = "February",
        PAGES = "215-227",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882emg2.html#TT265188"}

@article{bb270443,
        AUTHOR = "Wang, Z.F. and Yao, J.F. and Xu, M.Y. and Jiang, M. and Su, J.S.",
        TITLE = "Transformer-based network with temporal depthwise convolutions for
sEMG recognition",
        JOURNAL = PR,
        VOLUME = "145",
        YEAR = "2024",
        PAGES = "109967",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882emg2.html#TT265189"}

@article{bb270444,
        AUTHOR = "Jose, S. and Selvaraj, T.G. and Samuel, K. and Philip, J.T. and Jothiraj, S.N. and Pandian, S.M.S. and Handiru, V.S. and Suviseshamuthu, E.S.",
        TITLE = "Intramuscular EMG classifier for detecting myopathy and neuropathy",
        JOURNAL = IJIST,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "2",
        PAGES = "659-669",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882emg2.html#TT265190"}

@article{bb270445,
        AUTHOR = "Kusuru, D. and Turlapaty, A.C. and Thakur, M.",
        TITLE = "An Improved Compound Gaussian Model for Bivariate Surface EMG Signals
Related to Strength Training",
        JOURNAL = HMS,
        VOLUME = "55",
        YEAR = "2025",
        NUMBER = "1",
        MONTH = "February",
        PAGES = "58-70",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882emg2.html#TT265191"}

@article{bb270446,
        AUTHOR = "Wang, W.H. and Liu, Y. and Song, F.H. and Lu, J.Y. and Qu, J.N. and Guo, J.Q. and Huang, J.M.",
        TITLE = "CGMV-EGR: A multimodal fusion framework for electromyographic gesture
recognition",
        JOURNAL = PR,
        VOLUME = "162",
        YEAR = "2025",
        PAGES = "111387",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882emg2.html#TT265192"}

@inproceedings{bb270447,
        AUTHOR = "Wang, L. and Sun, B. and Robinson, J. and Jing, T. and Fu, Y.",
        TITLE = "EV-Action: Electromyography-Vision Multi-Modal Action Dataset",
        BOOKTITLE = FG20,
        YEAR = "2020",
        PAGES = "160-167",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882emg2.html#TT265193"}

@inproceedings{bb270448,
        AUTHOR = "Fonal, K. and Zdunek, R. and Wolczowski, A.",
        TITLE = "Feature-Fusion HALS-based Algorithm for Linked CP Decomposition Model
in Application to Joint EMG/MMG Signal Classification",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "928-933",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882emg2.html#TT265194"}

@inproceedings{bb270449,
        AUTHOR = "Boccignone, G. and Cuculo, V. and Grossi, G. and Lanzarotti, R. and Migliaccio, R.",
        TITLE = "Virtual EMG via Facial Video Analysis",
        BOOKTITLE = CIAP17,
        YEAR = "2017",
        PAGES = "I:197-207",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882emg2.html#TT265195"}

@inproceedings{bb270450,
        AUTHOR = "Saidane, Y. and Ben Jebara, S.",
        TITLE = "EMG signal analysis for comprehension of genders differences behavior
during pre-motor activity",
        BOOKTITLE = ISIVC16,
        YEAR = "2016",
        PAGES = "325-330",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882emg2.html#TT265196"}

@inproceedings{bb270451,
        AUTHOR = "Durandau, G. and Suleiman, W.",
        TITLE = "Toward a Unified Framework for EMG Signals Processing and Controlling
an Exoskeleton",
        BOOKTITLE = CRV14,
        YEAR = "2014",
        PAGES = "291-298",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882emg2.html#TT265197"}

@inproceedings{bb270452,
        AUTHOR = "Al Mulla, M.R. and Sepulveda, F. and Colley, M. and Al Mulla, F.",
        TITLE = "Statistical Class Separation Using sEMG Features Towards Automated
Muscle Fatigue Detection and Prediction",
        BOOKTITLE = CISP09,
        YEAR = "2009",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882emg2.html#TT265198"}

@inproceedings{bb270453,
        AUTHOR = "Xie, H.B. and Huang, H. and Wang, Z.Z.",
        TITLE = "Multiple Feature Domains Information Fusion for Computer-Aided Clinical
Electromyography",
        BOOKTITLE = CAIP05,
        YEAR = "2005",
        PAGES = "304",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882emg2.html#TT265199"}

@inproceedings{bb270454,
        AUTHOR = "Khushaba, R.N. and Kodagoda, S.",
        TITLE = "Electromyogram (EMG) feature reduction using Mutual Components Analysis
for multifunction prosthetic fingers control",
        BOOKTITLE = ICARCV12,
        YEAR = "2012",
        PAGES = "1534-1539",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882emg2.html#TT265200"}

@inproceedings{bb270455,
        AUTHOR = "Bokehi, J.R. and Vasconcellos, N.C.M. and Conci, A.",
        TITLE = "Use of Coherence Measurements between EEG and EMG on Identification of
the Myoclonus Locus",
        BOOKTITLE = WSSIP09,
        YEAR = "2009",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882emg2.html#TT265201"}

@article{bb270456,
        AUTHOR = "Johnston, B. and Atkins, M.S. and Mackiewich, B.T. and Anderson, M.",
        TITLE = "Segmentation of multiple sclerosis lesions in intensity corrected
multispectral MRI",
        JOURNAL = MedImg,
        VOLUME = "15",
        YEAR = "1996",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "154-169",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265202"}

@article{bb270457,
        AUTHOR = "Udupa, J.K. and Wei, L. and Samarasekera, S. and Miki, Y. and van Buchem, M.A. and Grossman, R.I.",
        TITLE = "Multiple sclerosis lesion quantification using fuzzy-connectedness
principles",
        JOURNAL = MedImg,
        VOLUME = "16",
        YEAR = "1997",
        NUMBER = "5",
        MONTH = "October",
        PAGES = "598-609",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265203"}

@article{bb270458,
        AUTHOR = "van Leemput, K. and Maes, F. and Vandermeulen, D. and Colchester, A. and Suetens, P.",
        TITLE = "Automated segmentation of multiple sclerosis lesions by model outlier
detection",
        JOURNAL = MedImg,
        VOLUME = "20",
        YEAR = "2001",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "677-688",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265204"}

@article{bb270459,
        AUTHOR = "Dehmeshki, J. and Barker, G.J. and Tofts, P.S.",
        TITLE = "Classification of disease subgroup and correlation with disease
severity using magnetic resonance imaging whole-brain histograms: application
to magnetization transfer ratios and multiple sclerosis",
        JOURNAL = MedImg,
        VOLUME = "21",
        YEAR = "2002",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "320-331",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265205"}

@article{bb270460,
        AUTHOR = "Zijdenbos, A.P. and Forghani, R. and Evans, A.C.",
        TITLE = "Automatic 'pipeline' analysis of 3-D MRI data for clinical trials:
application to multiple sclerosis",
        JOURNAL = MedImg,
        VOLUME = "21",
        YEAR = "2002",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1280-1291",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265206"}

@article{bb270461,
        AUTHOR = "Horsfield, M.A. and Bakshi, R. and Rovaris, M. and Rocca, M.A. and Dandamudi, V.S.R. and Valsasina, P. and Judica, E. and Lucchini, F. and Guttmann, C.R.G. and Sormani, M.P. and Filippi, M.",
        TITLE = "Incorporating Domain Knowledge Into the Fuzzy Connectedness Framework:
Application to Brain Lesion Volume Estimation in Multiple Sclerosis",
        JOURNAL = MedImg,
        VOLUME = "26",
        YEAR = "2007",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "1670-1680",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265207"}

@article{bb270462,
        AUTHOR = "Garcia Lorenzo, D. and Prima, S. and Arnold, D.L. and Collins, D.L. and Barillot, C.",
        TITLE = "Trimmed-Likelihood Estimation for Focal Lesions and Tissue Segmentation
in Multisequence MRI for Multiple Sclerosis",
        JOURNAL = MedImg,
        VOLUME = "30",
        YEAR = "2011",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1455-1467",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265208"}

@article{bb270463,
        AUTHOR = "Karimaghaloo, Z. and Shah, M. and Francis, S.J. and Arnold, D.L. and Collins, D.L. and Arbel, T.",
        TITLE = "Automatic Detection of Gadolinium-Enhancing Multiple Sclerosis Lesions
in Brain MRI Using Conditional Random Fields",
        JOURNAL = MedImg,
        VOLUME = "31",
        YEAR = "2012",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1181-1194",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265209"}

@article{bb270464,
        AUTHOR = "Beriault, S. and Xiao, Y.M. and Collins, D.L. and Pike, G.B.",
        TITLE = "Automatic SWI Venography Segmentation Using Conditional Random Fields",
        JOURNAL = MedImg,
        VOLUME = "34",
        YEAR = "2015",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2478-2491",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265210"}

@article{bb270465,
        AUTHOR = "Karimaghaloo, Z. and Rivaz, H. and Arnold, D.L. and Collins, D.L. and Arbel, T.",
        TITLE = "Temporal Hierarchical Adaptive Texture CRF for Automatic Detection of
Gadolinium-Enhancing Multiple Sclerosis Lesions in Brain MRI",
        JOURNAL = MedImg,
        VOLUME = "34",
        YEAR = "2015",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1227-1241",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265211"}

@article{bb270466,
        AUTHOR = "Elliott, C. and Arnold, D.L. and Collins, D.L. and Arbel, T.",
        TITLE = "Temporally Consistent Probabilistic Detection of New Multiple
Sclerosis Lesions in Brain MRI",
        JOURNAL = MedImg,
        VOLUME = "32",
        YEAR = "2013",
        NUMBER = "8",
        PAGES = "1490-1503",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265212"}

@article{bb270467,
        AUTHOR = "Tomas Fernandez, X. and Warfield, S.K.",
        TITLE = "A Model of Population and Subject (MOPS) Intensities With Application
to Multiple Sclerosis Lesion Segmentation",
        JOURNAL = MedImg,
        VOLUME = "34",
        YEAR = "2015",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1349-1361",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265213"}

@article{bb270468,
        AUTHOR = "Brosch, T. and Tang, L.Y.W. and Yoo, Y. and Li, D.K.B. and Traboulsee, A. and Tam, R.",
        TITLE = "Deep 3D Convolutional Encoder Networks With Shortcuts for Multiscale
Feature Integration Applied to Multiple Sclerosis Lesion Segmentation",
        JOURNAL = MedImg,
        VOLUME = "35",
        YEAR = "2016",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1229-1239",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265214"}

@inproceedings{bb270469,
        AUTHOR = "Yoo, Y.J. and Brosch, T. and Traboulsee, A. and Li, D.K.B. and Tam, R.",
        TITLE = "Deep Learning of Image Features from Unlabeled Data for Multiple
Sclerosis Lesion Segmentation",
        BOOKTITLE = MLMI14,
        YEAR = "2014",
        PAGES = "117-124",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265215"}

@article{bb270470,
        AUTHOR = "Strumia, M. and Schmidt, F.R. and Anastasopoulos, C. and Granziera, C. and Krueger, G. and Brox, T.",
        TITLE = "White Matter MS-Lesion Segmentation Using a Geometric Brain Model",
        JOURNAL = MedImg,
        VOLUME = "35",
        YEAR = "2016",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1636-1646",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265216"}

@article{bb270471,
        AUTHOR = "Wang, J.J. and Hu, C.J. and Xu, H.Q.A. and Leng, Y. and Zhang, L. and Zhao, Y.F.",
        TITLE = "A novel multi-atlas and multi-channel (MAMC) approach for multiple
sclerosis lesion segmentation in brain MRI",
        JOURNAL = SIViP,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "5",
        MONTH = "July",
        PAGES = "1019-1027",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265217"}

@article{bb270472,
        AUTHOR = "Sahnoun, M. and Kallel, F. and Dammak, M. and Kammoun, O. and Mhiri, C. and Ben Mahfoudh, K. and Ben Hamida, A.",
        TITLE = "Spinal cord MRI contrast enhancement using adaptive gamma correction
for patient with multiple sclerosis",
        JOURNAL = SIViP,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "2",
        MONTH = "March",
        PAGES = "377-385",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265218"}

@article{bb270473,
        AUTHOR = "Xiang, Y. and Liu, H. and Wang, S. and Ma, L. and Xiong, X. and Xu, C. and Shao, D.",
        TITLE = "Segmentation method of multiple sclerosis lesions based on 3D-CNN
networks",
        JOURNAL = IET-IPR,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "1806-1812",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265219"}

@article{bb270474,
        AUTHOR = "Yildirim, M.S. and Dandil, E.",
        TITLE = "Automatic detection of multiple sclerosis lesions using Mask R-CNN on
magnetic resonance scans",
        JOURNAL = IET-IPR,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "16",
        MONTH = "December",
        PAGES = "4277-4290",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265220"}

@article{bb270475,
        AUTHOR = "Soltani, A. and Nasri, S.",
        TITLE = "Improved algorithm for multiple sclerosis diagnosis in MRI using
convolutional neural network",
        JOURNAL = IET-IPR,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "17",
        MONTH = "December",
        PAGES = "4507-4512",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265221"}

@article{bb270476,
        AUTHOR = "Alijamaat, A. and NikravanShalmani, A. and Bayat, P.",
        TITLE = "Multiple sclerosis identification in brain MRI images using wavelet
convolutional neural networks",
        JOURNAL = IJIST,
        VOLUME = "31",
        YEAR = "2021",
        NUMBER = "2",
        PAGES = "778-785",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265222"}

@article{bb270477,
        AUTHOR = "Pandian, A. and Udhayakumar, G.",
        TITLE = "Improved multiple sclerosis diagnosis with advanced deep learning
techniques",
        JOURNAL = IJIST,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "6",
        PAGES = "2128-2141",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265223"}

@article{bb270478,
        AUTHOR = "Amaludin, B. and Kadry, S. and Ting, F.F. and Taniar, D.",
        TITLE = "Toward more accurate diagnosis of multiple sclerosis: Automated
lesion segmentation in brain magnetic resonance image using modified
U-Net model",
        JOURNAL = IJIST,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "1",
        PAGES = "e22941",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265224"}

@article{bb270479,
        AUTHOR = "Lopez Varela, E. and Pascual, N.O. and Quezada Sanchez, J. and Oreja Guevara, C. and Bueso, E.S. and Barreira, N.",
        TITLE = "Enhanced multiple sclerosis diagnosis using high-resolution 3D OCT
volumes with synthetic slices",
        JOURNAL = PRL,
        VOLUME = "189",
        YEAR = "2025",
        PAGES = "99-105",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265225"}

@article{bb270480,
        AUTHOR = "Shahram, M.A. and Robatjazi, M. and Rostami, A. and Shahmaei, V. and Shahrayini, R. and Salari, M.",
        TITLE = "Deep Learning for Differentiating Active and Inactive Multiple
Sclerosis Plaques: A Comparative Analysis of MRI-Based Classification
Models",
        JOURNAL = IJIST,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "5",
        PAGES = "e70188",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265226"}

@article{bb270481,
        AUTHOR = "Proietto Salanitri, F. and Bellitto, G. and Calcagno, S. and Bagci, U. and Spampinato, C. and Pennisi, M.",
        TITLE = "SAM-guided prompt learning for Multiple Sclerosis lesion segmentation",
        JOURNAL = PRL,
        VOLUME = "199",
        YEAR = "2026",
        PAGES = "205-211",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265227"}

@article{bb270482,
        AUTHOR = "Coppola, E. and Savardi, M. and Signoroni, A.",
        TITLE = "Towards robust and reliable multi-modal 3D segmentation of multiple
sclerosis lesions",
        JOURNAL = PRL,
        VOLUME = "200",
        YEAR = "2026",
        PAGES = "115-122",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265228"}

@article{bb270483,
        AUTHOR = "Zhuang, H.X. and Guan, Y. and Ding, Y. and Xu, C. and Cheng, Z.J. and Ma, Y.H. and Liu, R. and Meng, Z.Y. and Cao, L. and Li, Y. and Liang, Z.P.",
        TITLE = "Unsupervised Brain Lesion Segmentation Using Posterior Distributions
Learned by Subspace-Based Generative Model",
        JOURNAL = MedImg,
        VOLUME = "45",
        YEAR = "2026",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "364-378",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265229"}

@inproceedings{bb270484,
        AUTHOR = "Nepi, V. and Pasini, G. and Bini, F. and Marinozzi, F. and Russo, G. and Stefano, A.",
        TITLE = "MRI-Based Radiomics Analysis for Identification of Features Correlated
with the Expanded Disability Status Scale of Multiple Sclerosis
Patients",
        BOOKTITLE = "AIRCAD22",
        YEAR = "2022",
        PAGES = "362-373",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265230"}

@inproceedings{bb270485,
        AUTHOR = "Gregoriou, C. and Loizou, C.P. and Georgiou, A. and Pantzaris, M. and Pattichis, C.S.",
        TITLE = "A Three-Dimensional Reconstruction Integrated System for Brain Multiple
Sclerosis Lesions",
        BOOKTITLE = CAIP21,
        YEAR = "2021",
        PAGES = "I:266-276",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265231"}

@inproceedings{bb270486,
        AUTHOR = "Nicolaou, A. and Loizou, C.P. and Pantzaris, M. and Kakas, A. and Pattichis, C.S.",
        TITLE = "Rule Extraction in the Assessment of Brain MRI Lesions in Multiple
Sclerosis: Preliminary Findings",
        BOOKTITLE = CAIP21,
        YEAR = "2021",
        PAGES = "I:277-286",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265232"}

@inproceedings{bb270487,
        AUTHOR = "Georgiou, A. and Loizou, C.P. and Nicolaou, A. and Pantzaris, M. and Pattichis, C.S.",
        TITLE = "An Adaptive Semi-automated Integrated System for Multiple Sclerosis
Lesion Segmentation in Longitudinal MRI Scans Based on a Convolutional
Neural Network",
        BOOKTITLE = CAIP21,
        YEAR = "2021",
        PAGES = "I:256-265",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265233"}

@inproceedings{bb270488,
        AUTHOR = "Yamin, M.A. and Valsasina, P. and Dayan, M. and Vascon, S. and Tessadori, J. and Filippi, M. and Murino, V. and Rocca, M.A. and Sona, D.",
        TITLE = "Encoding Brain Networks Through Geodesic Clustering of Functional
Connectivity for Multiple Sclerosis Classification",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "10106-10112",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265234"}

@inproceedings{bb270489,
        AUTHOR = "Cruciani, F. and Brusini, L. and Zucchelli, M. and Pinheiro, G.R. and Setti, F. and Galazzo, I.B. and Deriche, R. and Rittner, L. and Calabrese, M. and Menegaz, G.",
        TITLE = "Explainable 3D-CNN for Multiple Sclerosis Patients Stratification",
        BOOKTITLE = EDL-AI20,
        YEAR = "2020",
        PAGES = "103-114",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265235"}

@inproceedings{bb270490,
        AUTHOR = "Ulloa, G. and Veloz, A. and Allende Cid, H. and Allende, H.",
        TITLE = "Improving Multiple Sclerosis Lesion Boundaries Segmentation by
Convolutional Neural Networks with Focal Learning",
        BOOKTITLE = ICIAR20,
        YEAR = "2020",
        PAGES = "II:182-192",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265236"}

@inproceedings{bb270491,
        AUTHOR = "Placidi, G. and Cinque, L. and Polsinelli, M. and Splendiani, A. and Tommasino, E.",
        TITLE = "Automatic Framework for Multiple Sclerosis Follow-up by Magnetic
Resonance Imaging for Reducing Contrast Agents",
        BOOKTITLE = CIAP19,
        YEAR = "2019",
        PAGES = "II:367-378",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265237"}

@inproceedings{bb270492,
        AUTHOR = "Gong, Z.X. and Zhao, D. and Li, C.M. and Tan, W.J. and Davatzikos, C.",
        TITLE = "A Robust Energy Minimization Algorithm for MS-Lesion Segmentation",
        BOOKTITLE = ISVC15,
        YEAR = "2015",
        PAGES = "I: 521-530",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265238"}

@inproceedings{bb270493,
        AUTHOR = "Roy, S. and Carass, A. and Prince, J.L. and Pham, D.L.",
        TITLE = "Longitudinal Patch-Based Segmentation of Multiple Sclerosis White
Matter Lesions",
        BOOKTITLE = MLMI15,
        YEAR = "2015",
        PAGES = "194-202",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265239"}

@inproceedings{bb270494,
        AUTHOR = "Merzoug, A. and Benamrane, N. and Ahmed, A.T.",
        TITLE = "MS lesions segmentation in 3D MR images using FCM and SVM",
        BOOKTITLE = IPTA14,
        YEAR = "2014",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265240"}

@inproceedings{bb270495,
        AUTHOR = "Meyer, A.",
        TITLE = "Multi-atlas Based Segmentation of Corpus Callosum on MRIs of Multiple
Sclerosis Patients",
        BOOKTITLE = GCPR14,
        YEAR = "2014",
        PAGES = "729-735",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265241"}

@inproceedings{bb270496,
        AUTHOR = "Roy, P.K. and Bhuiyan, A. and Ramamohanarao, K.",
        TITLE = "Automated segmentation of multiple sclerosis lesion in intensity
enhanced flair MRI using texture features and support vector machine",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
        PAGES = "4277-4281",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265242"}

@inproceedings{bb270497,
        AUTHOR = "Cabezas, M. and Oliver, A. and Freixenet, J. and Llado, X.",
        TITLE = "A Supervised Approach for Multiple Sclerosis Lesion Segmentation Using
Context Features and an Outlier Map",
        BOOKTITLE = IbPRIA13,
        YEAR = "2013",
        PAGES = "782-789",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265243"}

@inproceedings{bb270498,
        AUTHOR = "Strumia, M. and Anastasopoulos, C. and Mader, I. and Henning, J. and Bai, L. and Hadjidemetriou, S.",
        TITLE = "Comparative Characterisation of Susceptibility Weighted MRI for Brain
White Matter Lesions in MS",
        BOOKTITLE = MBIA12,
        YEAR = "2012",
        PAGES = "157-166",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265244"}

@inproceedings{bb270499,
        AUTHOR = "Mezgar, R. and Mahjoub, M.A. and Salem, R. and Mtibaa, A.",
        TITLE = "Brain MRI Image Segmentation in View of Tumor Detection: Application to
Multiple Sclerosis",
        BOOKTITLE = ICISP12,
        YEAR = "2012",
        PAGES = "380-390",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical882ms1.html#TT265245"}

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