Samaneh Kouchaki

48 papers A 2C 3Misc 1Journal 25Unranked 16

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	DECOVID: A UK Two-Center Harmonized Database of Acute Care Electronic Health Records for COVID-19 Research. Data Louis J. M. Aslett, Andreea Avramescu, Nicholas Bakewell, Isabel Birds, Louise Bowler, Michael P. J. Camilleri, Sheng-Chia Chung, David A. Clifton, Samuel N. Cohen, Nathan Constantine-Cooke, Eric G. Daub, Shaun M. Davidson, Spiros C. Denaxas, Karla Diaz-Ordaz, Richard Feltbower, Suzy Gallier, Stephen Gardiner, Francesca Gasperoni, Robert J. B. Goudie, Rebecca E. Green, Marlous S. Hall, Chris Holmes, John R. Hurst, Mark M. Iles, João Jorge, Emma Karoune, Ruth H. Keogh, Ruairidh King, Ruth King, Paul D. W. Kirk, Roman Klapaukh, Samaneh Kouchaki, Alvina Grace Lai, Nathan Lea, Clemence Leyrat, Kezhi Li, Watjana Lilaonitkul, Huiqi Y. Lu, Terry Lyons, Ann-Marie Mallon, Andrew A. Manderson, Nicolò Margaritella, Joshua Matteson, Sam Morley, Hannah Nicholls, Martin T. O'Reilly, Christina Pagel, Edward Palmer, Jack Roberts, Timothy J. Roberts, David S. Robertson, James Robinson, Patrick Rockenschaub, Roy A. Ruddle, Elizabeth Sapey, Luis Santos, Andrew A. S. Soltan, Fang Gao-Smith, Colin Starr, Oliver Strickson, Li Su, Mia S. Tackney, Johan Hilge Thygesen, Ana Torralbo, Alice M. Turner, Catalina A. Vallejos, Chenyang Wang, Kirstie J. Whitaker, Tony Whitehouse, David R. Westhead, Wai Keong Wong, Yue Wu, Lingyi Yang, Xiaoxu Zou
2025	J	`jnl`	EEG Complexity Analysis of Psychogenic Non-Epileptic and Epileptic Seizures Using Entropy and Machine Learning. Entropy Hesam Shokouh Alaei, Samaneh Kouchaki, Mahinda Yogarajah, Daniel Abásolo
2025	Misc	`conf`	Microtitre Plate Image Augmentation with Generative Adversarial Networks. ICASSP Ru Li, Tingting Chai, Samaneh Kouchaki, David A. Clifton, Yang Yang
2024	J	`jnl`	AI- and IoT-Enabled Solutions for Healthcare. Sensors Samaneh Kouchaki, Xiaorong Ding, Saeid Sanei
2024	—	`conf`	Computer vision-inspired contrastive learning for self-supervised anomaly detection in sensor-based remote healthcare monitoring. EMBC Nivedita Bijlani, Maowen Yin, Gustavo Carneiro, Payam M. Barnaghi, Samaneh Kouchaki
2024	J	`jnl`	Digital remote monitoring for screening and early detection of urinary tract infections. npj Digit. Medicine Alexander Capstick, Francesca Palermo, Kimberley Zakka, Nan Fletcher-Lloyd, Chloe Walsh, Tianyu Cui, Samaneh Kouchaki, Raphaella Jackson, Martin Tran, Michael Crone, Kirsten Jensen, Paul S. Freemont, Ravi Vaidyanathan, Magdalena Kolanko, Jessica True, Sarah Daniels, David Wingfield, Ramin Nilforooshan, Payam M. Barnaghi
2024	J	`jnl`	Exploring the effectiveness of instruction tuning in biomedical language processing. Artif. Intell. Medicine Omid Rohanian, Mohammadmahdi Nouriborji, Samaneh Kouchaki, Farhad Nooralahzadeh, Lei A. Clifton, David A. Clifton
2024	J	`jnl`	Lightweight transformers for clinical natural language processing. Nat. Lang. Eng. Omid Rohanian, Mohammadmahdi Nouriborji, Hannah Jauncey, Samaneh Kouchaki, Farhad Nooralahzadeh, Lei A. Clifton, Laura Merson, David A. Clifton
2024	J	`jnl`	Utilizing graph neural networks for adverse health detection and personalized decision making in sensor-based remote monitoring for dementia care. Comput. Biol. Medicine Nivedita Bijlani, Oscar Mendez, Ramin Nilforooshan, Payam M. Barnaghi, Samaneh Kouchaki
2023	C	`conf`	Folded Hamiltonian Monte Carlo for Bayesian Generative Adversarial Networks. ACML Narges Pourshahrokhi, Yunpeng Li, Samaneh Kouchaki, Payam M. Barnaghi
2023	J	`jnl`	Interpreting Differentiable Latent States for Healthcare Time-series Data. CoRR Yu Chen, Nivedita Bijlani, Samaneh Kouchaki, Payam M. Barnaghi
2023	J	`jnl`	Lightweight Transformers for Clinical Natural Language Processing. CoRR Omid Rohanian, Mohammadmahdi Nouriborji, Hannah Jauncey, Samaneh Kouchaki, Lei A. Clifton, Laura Merson, David A. Clifton
2023	A	`conf`	MiniALBERT: Model Distillation via Parameter-Efficient Recursive Transformers. EACL Mohammadmahdi Nouriborji, Omid Rohanian, Samaneh Kouchaki, David A. Clifton
2023	J	`jnl`	On the effectiveness of compact biomedical transformers. Bioinform. Omid Rohanian, Mohammadmahdi Nouriborji, Samaneh Kouchaki, David A. Clifton
2023	J	`jnl`	Privacy-Aware Early Detection of COVID-19 Through Adversarial Training. IEEE J. Biomed. Health Informatics Omid Rohanian, Samaneh Kouchaki, Andrew A. S. Soltan, Jenny Yang, Morteza Rohanian, Yang Yang, David A. Clifton
2022	J	`jnl`	A Dopamine Based Adaptive Emotional Neural Network. IEEE Access Mohammad Amin Zare, Reza Boostani, Mokhtar Mohammadi, Samaneh Kouchaki
2022	A	`conf`	G-CMP: Graph-enhanced Contextual Matrix Profile for unsupervised anomaly detection in sensor-based remote health monitoring. BMVC Nivedita Bijlani, Oscar Mendez, Samaneh Kouchaki
2022	J	`jnl`	G-CMP: Graph-enhanced Contextual Matrix Profile for unsupervised anomaly detection in sensor-based remote health monitoring. CoRR Nivedita Bijlani, Oscar Mendez, Samaneh Kouchaki
2022	J	`jnl`	MiniALBERT: Model Distillation via Parameter-Efficient Recursive Transformers. CoRR Mohammadmahdi Nouriborji, Omid Rohanian, Samaneh Kouchaki, David A. Clifton
2022	J	`jnl`	On the Effectiveness of Compact Biomedical Transformers. CoRR Omid Rohanian, Mohammadmahdi Nouriborji, Samaneh Kouchaki, David A. Clifton
2022	J	`jnl`	Predicting protein phosphorylation sites in soybean using interpretable deep tabular learning network. Briefings Bioinform. Elham Khalili, Shahin Ramazi, Faezeh Ghanati, Samaneh Kouchaki
2022	J	`jnl`	Privacy-aware Early Detection of COVID-19 through Adversarial Training. CoRR Omid Rohanian, Samaneh Kouchaki, Andrew A. S. Soltan, Jenny Yang, Morteza Rohanian, Yang Yang, David A. Clifton
2021	J	`jnl`	A Hamiltonian Monte Carlo Model for Imputation and Augmentation of Healthcare Data. CoRR Narges Pourshahrokhi, Samaneh Kouchaki, Kord M. Kober, Christine Miaskowski, Payam M. Barnaghi
2021	J	`jnl`	An end-to-end heterogeneous graph attention network for Mycobacterium tuberculosis drug-resistance prediction. Briefings Bioinform. Yang Yang, Timothy M. Walker, Samaneh Kouchaki, Chenyang Wang, Timothy E. A Peto, Derrick W. Crook, David A. Clifton
2021	J	`jnl`	Designing A Clinically Applicable Deep Recurrent Model to Identify Neuropsychiatric Symptoms in People Living with Dementia Using In-Home Monitoring Data. CoRR Francesca Palermo, Honglin Li, Alexander Capstick, Nan Fletcher-Lloyd, Yuchen Zhao, Samaneh Kouchaki, Ramin Nilforooshan, David J. Sharp, Payam M. Barnaghi
2021	C	`conf`	Generative adversarial attacks on motion-based continuous authentication schemes. SIN Narges Pourshahrokhi, Max Smith-Creasey, Mona Ghassemian, Samaneh Kouchaki
2019	J	`jnl`	Application of machine learning techniques to tuberculosis drug resistance analysis. Bioinform. Samaneh Kouchaki, Yang Yang, Timothy M. Walker, A. Sarah Walker, Daniel J. Wilson, Timothy E. A Peto, Derrick W. Crook, CRyPTIC Consortium, David A. Clifton
2019	—	`conf`	Bridging the Gap: Attending to Discontinuity in Identification of Multiword Expressions. NAACL-HLT (1) Omid Rohanian, Shiva Taslimipoor, Samaneh Kouchaki, Le An Ha, Ruslan Mitkov
2019	J	`jnl`	Bridging the Gap: Attending to Discontinuity in Identification of Multiword Expressions. CoRR Omid Rohanian, Shiva Taslimipoor, Samaneh Kouchaki, Le An Ha, Ruslan Mitkov
2019	—	`conf`	Tensor Factorisation and Transfer Learning for Sleep Pose Detection. EUSIPCO Sara Mahvash Mohammadi, Samaneh Kouchaki, Saeid Sanei, Derk-Jan Dijk, Adrian Hilton, Kevin Wells
2019	—	`conf`	Two-Step Deep Learning for Estimating Human Sleep Pose Occluded by Bed Covers. EMBC Sara Mahvash Mohammadi, Samaneh Kouchaki, Sofia Khan, Derk-Jan Dijk, Adrian Hilton, Kevin Wells
2018	J	`jnl`	Multiview Classification and Dimensionality Reduction of Scalp and Intracranial EEG Data through Tensor Factorisation. J. Signal Process. Syst. Loukianos Spyrou, Samaneh Kouchaki, Saeid Sanei
2017	C	`conf`	Marginalised stack denoising autoencoders for metagenomic data binning. CIBCB Samaneh Kouchaki, Santosh Tirunagari, Avraam Tapinos, David L. Robertson
2017	—	`conf`	One dimensional local binary patterns of electroencephalogram signals for detecting Alzheimer's disease. DSP Santosh Tirunagari, Samaneh Kouchaki, Daniel Abásolo, Norman Poh
2017	J	`jnl`	Tensor factorisation for narrowband single channel source decomposition. J. Frankl. Inst. Samaneh Kouchaki, Saeid Sanei
2016	—	`conf`	Local binary patterns as a feature descriptor in alignment-free visualisation of metagenomic data. SSCI Samaneh Kouchaki, Santosh Tirunagari, Avraam Tapinos, David L. Robertson
2016	J	`jnl`	Visualisation of Survey Responses using Self-Organising Maps: A Case Study on Diabetes Self-care Factors. CoRR Santosh Tirunagari, Simon C. Bull, Samaneh Kouchaki, Deborah Cooke, Norman Poh
2016	—	`conf`	Visualisation of survey responses using self-organising maps: A case study on diabetes self-care factors. SSCI Santosh Tirunagari, Simon C. Bull, Samaneh Kouchaki, Deborah Cooke, Norman Poh
2015	—	`conf`	Complex tensor based blind source separation of EEG for tracking P300 subcomponents. EMBC Samaneh Kouchaki, Shirin Enshaeifar, Clive Cheong Took, Saeid Sanei
2015	—	`conf`	Detection of Parkinson's tremor from EMG signals; a singular spectrum analysis approach. DSP Konstantinos Eftaxias, Shirin Enshaeifar, Oana Geman, Samaneh Kouchaki, Saeid Sanei
2015	—	`conf`	Multiview classification of brain data through tensor factorisation. MLSP Loukianos Spyrou, Samaneh Kouchaki, Saeid Sanei
2015	—	`conf`	Tensor Factorisation Approach for Separation of Convolutive Complex Communication Signals. LVA/ICA Samaneh Kouchaki, Saeid Sanei
2015	—	`—`	Tensor based source separation for single and multichannel signals. Samaneh Kouchaki
2014	—	`conf`	Symmetric tensor decomposition of narrowband single channel signals. SAM Samaneh Kouchaki, Saeid Sanei
2013	—	`conf`	Assessing rehabilitative reach and grasp movements with Singular Spectrum Analysis. EUSIPCO Tracey Kah-Mein Lee, Sharon S. W. Gan, Saeid Sanei, Samaneh Kouchaki
2013	—	`conf`	New spatially constrained source separation using tensor decomposition. DSP Samaneh Kouchaki, Saeid Sanei
2013	—	`conf`	Supervised single channel source separation of EEG signals. MLSP Samaneh Kouchaki, Saeid Sanei
2013	—	`conf`	Tensor based singular spectrum analysis for nonstationary source separation. MLSP Samaneh Kouchaki, Saeid Sanei