Automated seizure detection using limited-channel EEG and non-linear dimension reduction von Birjandtalab, Javad, Pouyan, Maziyar Baran, Cogan, Diana, Nourani, Mehrdad, Harvey, Jay

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Clustering Single-Cell Expression Data Using Random Forest Graphs von Pouyan, Maziyar Baran, Nourani, Mehrdad

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Novel Wearable Seismocardiography and Machine Learning Algorithms Can Assess Clinical Status of Heart Failure Patients von Inan, Omer T, Baran Pouyan, Maziyar, Javaid, Abdul Q, Dowling, Sean, Etemadi, Mozziyar, Dorier, Alexis, Heller, J Alex, Bicen, A Ozan, Roy, Shuvo, De Marco, Teresa, Klein, Liviu

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Detecting Suspected Pump Thrombosis in Left Ventricular Assist Devices via Acoustic Analysis von Semiz, Beren, Hersek, Sinan, Pouyan, Maziyar Baran, Partida, Cynthia, Blazquez-Arroyo, Leticia, Selby, Van, Wieselthaler, Georg, Rehg, James M., Klein, Liviu, Inan, Omer T.

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Identifying Cell Populations in Flow Cytometry Data Using Phenotypic Signatures von Pouyan, Maziyar Baran, Nourani, Mehrdad

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Clinical Outcome Prediction Using Single-Cell Data von Pouyan, Maziyar Baran, Jindal, Vasu, Nourani, Mehrdad

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Random forest based similarity learning for single cell RNA sequencing data von Pouyan, Maziyar Baran, Kostka, Dennis

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Automatic Limb Identification and Sleeping Parameters Assessment for Pressure Ulcer Prevention von Pouyan, Maziyar Baran, Birjandtalab, Javad, Nourani, Mehrdad, Matthew Pompeo, M.D

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Non-negative Independent Factor Analysis disentangles discrete and continuous sources of variation in scRNA-seq data von Mao, Weiguang, Pouyan, Maziyar Baran, Kostka, Dennis, Chikina, Maria

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Non-negative Independent Factor Analysis disentangles discrete and continuous sources of variation in scRNA-seq data von Mao, Weiguang, Pouyan, Maziyar Baran, Kostka, Dennis, Chikina, Maria

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Wearable knee health system employing novel physiological biomarkers von Inan, Omer T, Whittingslow, Daniel C, Teague, Caitlin N, Hersek, Sinan, Pouyan, Maziyar Baran, Millard-Stafford, Mindy, Kogler, Geza F, Sawka, Michael N

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Single and multi-subject clustering of flow cytometry data for cell-type identification and anomaly detection von Pouyan, Maziyar Baran, Jindal, Vasu, Birjandtalab, Javad, Nourani, Mehrdad

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Use of Ventricular Assist Device Acoustical Signatures to Detect Device Thrombosis von Semiz, Beren, Hersek, Sinan, Pouyan, Maziyar Baran, Partida, Cynthia, Blazquez, Leticia, Selby, Van, Wieselthaler, Georg, Inan, Omer T., Klein, Liviu

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Clinical Outcome Prediction Using Single-Cell Data von Pouyan, Maziyar Baran, Jindal, Vasu, Nourani, Mehrdad

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IDENTIFYING AND QUANTIFYING RELATIONSHIPS AMONGST CELLS AND GENES von Pouyan, Maziyar Baran

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EXTRACTING PROPERTIES FROM A SPARSE DATA SET BY APPLYING HYPERDIMENSIONAL COMPUTING AND DIMENSION REDUCTION von Pouyan, Maziyar Baran

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DENOISING AND GENE FILTERING FOR SINGLE CELL SEQUENCING DATA USING GRAPH MINING von Pouyan, Maziyar Baran, Marino, Aldan Creo

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COORDINATED MULTIPLE WORKER NODE CAUSAL INFERENCE FRAMEWORK von TUNG, Teresa Sheausan, TASHMAN, Zaid, YANG, Yao A, BARAN POUYAN, Maziyar, NASR-AZADANI, Mohamad Mehdi

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UTILIZING A NEURAL NETWORK MODEL AND HYPERBOLIC EMBEDDED SPACE TO PREDICT INTERACTIONS BETWEEN GENES von KHETAN, Vivek Kumar, BARAN POUYAN, Maziyar

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HIERARCHICAL DATA LABELING FOR MACHINE LEARNING USING SEMI-SUPERVISED MULTI-LEVEL LABELING FRAMEWORK von Eneva, Elena Stoyanova, Khole, Srikant Vilas, Baran Pouyan, Maziyar, Satbhai, Hrishikesh, Khati, Manish, Khetan, Vivek Kumar, Ohara, Mary A

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