Search Results - "Chharia, Aviral"

Schizo-Net: A novel Schizophrenia Diagnosis Framework Using Late Fusion Multimodal Deep Learning on Electroencephalogram-Based Brain Connectivity Indices by Grover, Nitin, Chharia, Aviral, Upadhyay, Rahul, Longo, Luca

“…Schizophrenia (SCZ) is a serious mental condition that causes hallucinations, delusions, and disordered thinking. Traditionally, SCZ diagnosis involves the…”
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How Visual Stimuli Evoked P300 is Transforming the Brain-Computer Interface Landscape: A PRISMA Compliant Systematic Review by Kalra, Jai, Mittal, Prashasti, Mittal, Nirmiti, Arora, Abhishek, Tewari, Utkarsh, Chharia, Aviral, Upadhyay, Rahul, Kumar, Vinay, Longo, Luca

“…Non-invasive Visual Stimuli evoked-EEG-based P300 BCIs have gained immense attention in recent years due to their ability to help patients with disability…”
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Deep-Precognitive Diagnosis: Preventing Future Pandemics by Novel Disease Detection With Biologically-Inspired Conv-Fuzzy Network by Chharia, Aviral, Upadhyay, Rahul, Kumar, Vinay, Cheng, Chao, Zhang, Jing, Wang, Tianyang, Xu, Min

“…Deep learning-based Computer-Aided Diagnosis has gained immense attention in recent years due to its capability to enhance diagnostic performance and elucidate…”
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Accuracy of US CDC COVID-19 forecasting models by Chharia, Aviral, Jeevan, Govind, Jha, Rajat Aayush, Liu, Meng, Berman, Jonathan M, Glorioso, Christin

“…Accurate predictive modeling of pandemics is essential for optimally distributing biomedical resources and setting policy. Dozens of case prediction models…”
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Computational fluid dynamics-based disease transmission modeling of SARS-CoV-2 Intensive Care Unit by Prajapati, Shivam, Mehta, Nishi, Chharia, Aviral, Upadhyay, Yogesh

“…Covid-19 has become one of the most severe diseases causing acute respiratory problems and has killed millions of people worldwide. It was declared as the…”
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Computational modeling and conjugate heat transfer study for in situ design of artificial porous media at varied orientations by Prajapati, Shivam, Chharia, Aviral, Mehta, Nishi, Yadav, Shulabh

“…Computational modeling and design of artificial porous media has gained immense attention in recent years due to its numerous applications, particularly in the…”
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A novel fuzzy approach towards in silico B-cell epitope identification inducing antigen-specific immune response for Vaccine Design by Chharia, Aviral, Narayan, Apurva

“…The identification of B-cell epitopes that elicit an antigen-specific immune response is essential for a variety of immunodetection and immunotherapeutic…”
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Deep Recurrent Architecture based Scene Description Generator for Visually Impaired by Chharia, Aviral, Upadhyay, Rahul

“…Vision is the most essential sense for human beings. But today, more than 2.2 billion people worldwide suffer from some form of vision impairment. This paper…”
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cAPTured: Neural Reflex Arc-Inspired Fuzzy Continual Learning for Capturing in Silico Aptamer-Target Protein Interactions by Chharia, Aviral, Saran, Runjhun, Narayan, Apurva

“…Aptamers are oligonucleotides or peptides with unique binding properties for specific target molecules, and they have shown great potential in diagnostics,…”
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Human-VDM: Learning Single-Image 3D Human Gaussian Splatting from Video Diffusion Models by Liu, Zhibin, Dong, Haoye, Chharia, Aviral, Wu, Hefeng

“…Generating lifelike 3D humans from a single RGB image remains a challenging task in computer vision, as it requires accurate modeling of geometry, high-quality…”
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Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning Mamba by Dong, Haoye, Chharia, Aviral, Gou, Wenbo, Carrasco, Francisco Vicente, De la Torre, Fernando

“…3D Hand reconstruction from a single RGB image is challenging due to the articulated motion, self-occlusion, and interaction with objects. Existing SOTA…”
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NeT-Vent: Low-Cost, Rapidly Scalable and IoT-enabled Smart Invasive Mechanical Ventilator with adaptive control to reduce incidences of Pulmonary Barotrauma in SARS-CoV-2 patients by Chharia, Aviral, Chauhan, Shivu, Basak, Shankhaneel, Sharma, Bikramjit

“…The recent outbreak of the SARS-CoV-2 pandemic has disrupted healthcare systems all over the world. With the spread of multiple variants, the progress of the…”
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Recent Trends in Artificial Intelligence-inspired Electronic Thermal Management by Chharia, Aviral, Mehta, Nishi, Gupta, Shivam, Prajapati, Shivam

“…The rise of computation-based methods in thermal management has gained immense attention in recent years due to the ability of deep learning to solve complex…”
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From Convolutions towards Spikes: The Environmental Metric that the Community currently Misses by Chharia, Aviral, Chauhan, Shivu, Upadhyay, Rahul, Kumar, Vinay

“…Today, the AI community is obsessed with 'state-of-the-art' scores (80% papers in NeurIPS) as the major performance metrics, due to which an important…”
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A novel hybrid Fuzzy AHP-TOPSIS Approach towards Enhanced multi-criteria Feature-based EV Recommender System by Prajapati, Shivam, Upadhyay, Yogesh, Chharia, Aviral, Sharma, Bikramjit

“…Electric Vehicles (EVs) have gained immense attention in recent years due to their numerous advantages as a green alternative to their fuel-based counterparts…”
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Schizo-Net: A novel Schizophrenia Diagnosis Framework Using Late Fusion Multimodal Deep Learning on Electroencephalogram-Based Brain Connectivity Indices by Grover, Nitin, Chharia, Aviral, Upadhyay, Rahul, Longo, Luca

“…Schizophrenia (SCZ) is a serious mental condition that causes hallucinations, delusions, and disordered thinking. Traditionally, SCZ diagnosis involves the…”
Get full text

How Visual Stimuli Evoked P300 is Transforming the Brain-Computer Interface Landscape: A PRISMA Compliant Systematic Review by Kalra, Jai, Mittal, Prashasti, Mittal, Nirmiti, Arora, Abhishek, Tewari, Utkarsh, Chharia, Aviral, Upadhyay, Rahul, Kumar, Vinay, Longo, Luca

“…Non-invasive Visual Stimuli evoked-EEG-based P300 BCIs have gained immense attention in recent years due to their ability to help patients with disability…”
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Challenges of Equitable Vaccine Distribution in the COVID-19 Pandemic by Bae, Joseph, Gandhi, Darshan, Kothari, Jil, Shankar, Sheshank, Bae, Jonah, Patwa, Parth, Sukumaran, Rohan, Chharia, Aviral, Adhikesaven, Sanjay, Rathod, Shloak, Nandutu, Irene, TV, Sethuraman, Yu, Vanessa, Misra, Krutika, Murali, Srinidhi, Saxena, Aishwarya, Jakimowicz, Kasia, Sharma, Vivek, Iyer, Rohan, Mehra, Ashley, Radunsky, Alex, Katiyar, Priyanshi, James, Ananthu, Dalal, Jyoti, Anand, Sunaina, Advani, Shailesh, Dhaliwal, Jagjit, Raskar, Ramesh

“…The COVID-19 pandemic has led to a need for widespread and rapid vaccine development. As several vaccines have recently been approved for human use or are in…”
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