Search Results - "Mirza, Khalid B"

Closed-Loop Implantable Therapeutic Neuromodulation Systems Based on Neurochemical Monitoring by Mirza, Khalid B, Golden, Caroline T, Nikolic, Konstantin, Toumazou, Christofer

“…or intelligent neuromodulation allows adjustable, personalized neuromodulation which usually incorporates the recording of a biomarker, followed by…”
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Neuromorphic Robotic Platform with Visual Input, Processor and Actuator, Based on Spiking Neural Networks by Cheng, Ran, Mirza, Khalid B., Nikolic, Konstantin

“…This paper describes the design and modus of operation of a neuromorphic robotic platform based on SpiNNaker, and its implementation on the goalkeeper task…”
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Continuous Glucose, Insulin and Lifestyle Data Augmentation in Artificial Pancreas Using Adaptive Generative and Discriminative Models by Kalita, Deepjyoti, Sharma, Hrishita, Mirza, Khalid B.

“…Artificial pancreas requires data from multiple sources for accurate insulin dose estimation. These include data from continuous glucose sensors, past insulin…”
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Platform for precise, personalised glucose forecasting through continuous glucose and physical activity monitoring and deep learning by Kalita, Deepjyoti, Sharma, Hrishita, Panda, Jayanta Kumar, Mirza, Khalid B.

“…Emerging research has demonstrated the advantage of continuous glucose monitoring for use in artificial pancreas and diabetes management in general. Recent…”
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Prevention of Biofouling on Iridium Oxide Based pH Sensors Using Polyvinyl Alcohol Hydrogels by Sharma, Hrishita, Kalita, Deepjyoti, Panda, Ritik, Mirza, Khalid B.

“…Metal-metal oxide based pH sensors such as, iridium oxide (IrOx) pH sensors have shown promise in monitoring pH for in vivo applications. In this paper, we…”
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Aptasensor for Quantification of Leptin Through PCR Amplification of Short DNA-Aptamers by Cavallo, Francesca Romana, Mirza, Khalid B, de Mateo, Sara, Nikolic, Konstantin, Rodriguez-Manzano, Jesus, Toumazou, Christofer

“…Protein quantification is traditionally performed through enzyme-linked immunosorbent assay (ELISA), which involves long preparation times. To overcome this,…”
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A Convolutional Neural Network for Classification of Nerve Activity Based on Action Potential Induced Neurochemical Signatures by Roever, Paul, Mirza, Khalid B., Nikolic, Konstantin, Toumazou, Christofer

“…Neural activity results in chemical changes in the extracellular environment such as variation in pH or potassium/sodium ion concentration. Higher signal to…”
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A Point-of-Care Device for Sensitive Protein Quantification by Cavallo, Francesca Romana, Mirza, Khalid B., de Mateo, Sara, Manzano, Jesus Rodriguez, Nikolic, Konstantin, Toumazou, Christofer

“…In this paper we present the design of a new point-of-care device for protein quantification. The proposed design is based on a novel aptamer-mediated…”
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Analysis of differences in EEG Signal features between Visual Imagery and Perception by Dash, Shiyona, Kalita, Deepjyoti, Mirza, Khalid B.

“…Recent research works have increasingly focused on gaining a better understanding of visual perception from brain activity. This work was partially motivated…”
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InsNET: Accurate Basal and Bolus Insulin Dose Prediction for Closed Loop Diabetes Management by Kalita, Deepjyoti, Mirza, Khalid B.

“…It has been demonstrated that closed-loop diabetes management results in better glycemic control and greater compliance than open-loop diabetes management…”
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Physical Activity Classification with Smartphone based Accelerometer, Gyroscope and Device Motion for Personal Diabetes Healthcare Management by Kalita, Deepjyoti, Mirza, Khalid B.

“…Physical inactivity has a substantial negative influence on one's health, lowers quality of life, and frequently causes cardiovascular disease, diabetes, and…”
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LS-GRUNet: Glucose Forecasting Using Deep Learning for Closed-loop Diabetes Management by Kalita, Deepjyoti, Mirza, Khalid B.

“…Diabetes is a chronic condition which requires regular monitoring of glucose levels and accurate insulin dosing through multiple daily injections. Recent work…”
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Glucose Prediction using Wide-Deep LSTM Network for Accurate Insulin Dosing in Artificial Pancreas by Kalita, Deepjyoti, Mirza, Khalid B.

“…Closed-loop diabetes management has been shown to indicate improved glycaemic control and better compliance over open loop diabetes management. Currently,…”
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Nutrient Estimation from Images of Food for Diet Management in Diabetic Patients by Sajith, Rajeshwari, Khatua, Chandan, Kalita, Deepjyoti, Mirza, Khalid B.

“…Due to its close relationship to health and chronic diseases, diet has a significant impact on how individuals live their daily lives. Deep-learning based food…”
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Personalised trainer recommendation based on physical activity and genetic profile by Occhipinti, Edoardo, Mirza, Khalid B., Toumazou, Christofer

“…Foot-care specialists recommend shoes by analysing the patient's gait cycle and looking for any structural or functional problems. Such methods are time…”
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Multimodal Simultaneous Amperometry and Electrochemical Impedance Spectroscopy Measurement for Biosensing Applications by Sharma, Hrishita, Kalita, Deepjyoti, Naskar, Ujjal, Mishra, Bikash Kumar, Panda, Ritik, Mirza, Khalid B.

“…Electrochemical techniques are widely used for biosensing applications. Previous work has focused on the development of sensor readout circuits for any one of…”
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Responsive Transcutaneous Electrical Stimulation for Management of Diabetic Foot Neuropathy by Bhor, Darshan, K, Tharani, Gowri, Monisha, Mishra, Bikash K., Kalita, Deepjyoti, Thirugnanam, A., Mirza, Khalid B.

“…Diabetic Peripheral Neuropathy (DPN) is the major complication faced by diabetic patients which creates numbness, burning, and tingling sensations in the foot…”
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Prediction of Glucose Sensor Sensitivity in the presence of Biofouling using Machine Learning and Electrochemical Impedance Spectroscopy by Sharma, Hrishita, Kalita, Deepjyoti, Naskar, Ujjal, Mishra, Bikash Kumar, Kumar, Prasoon, Mirza, Khalid B

“…Continuous Glucose Monitoring (CGM) sensors are extensively used for diabetes management. These sensors sample glucose from interstitial fluid and provide…”
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Injection moulded microneedle sensor for real-time wireless pH monitoring by Mirza, Khalid B., Zuliani, Claudio, Hou, Benjamin, Fu Siong Ng, Peters, Nicholas S., Toumazou, Christofer

“…This paper describes the development of an array of individually addressable pH sensitive microneedles using injection moulding and their integration within a…”
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Resource Efficient Pre-processor for Drift Removal in Neurochemical Signals by Ahmed, Tahmid, Mirza, Khalid B., Nikolic, Konstantin

“…A necessary requirement for chemometric platforms is pre-processing of the acquired chemical signals to remove baseline drift in the signal. The drift could…”
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