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DGR-MIL: Diverse Global Representation in Multiple Instance Learning
Histological whole slide image (WSI) processing techniques are critical for identifying and classifying tissues, particularly cancerous tissues. AI-aided methods for analyzing these WSIs have become increasingly important to enhance diagnostic precision and high throughput processing. However, WSIs have gigapixel resolution, leading to computational...
Published: 5/28/2025   |   Inventor(s): Wenhui Zhu, Xiwen Chen, Peijie Qiu, Yalin Wang, Aristeidis Sotiras, Abolfazl Razi
Keywords(s):  
Category(s): Artificial Intelligence/Machine Learning, Computing & Information Technology, Imaging, Life Science (All LS Techs)
Label-Efficient Learning and Continuous Monitoring of Motor Function Symptoms
Parkinson’s disease (PD) is a progressive neurodegenerative disorder of the central nervous system affecting both motor and non-motor functions. It is characterized by weakened and damaged neurons and eventually neuronal death. PD significantly impacts quality of life, thus in-home monitoring, particularly of Freezing of Gait (FoG), is paramount...
Published: 5/19/2025   |   Inventor(s): Hassan Zadeh, Shovito Barua Soumma
Keywords(s):  
Category(s): Artificial Intelligence/Machine Learning, Computing & Information Technology, Life Science (All LS Techs), Neurodegenerative Disease Technologies, Wearable
Context-Aware Optimal Transport Learning for Retinal Color Fundus Image Enhancement
Retinal color fundus photography (CFP) is an imaging technique for capturing detailed images of the back of the eye, including the retina, optic nerve and blood vessels. CFP is non-invasive and offers a safe and painless means to diagnose and monitor a variety of eye conditions such as retinopathy, glaucoma and macular degeneration. High quality retinal...
Published: 5/5/2025   |   Inventor(s): Wenhui Zhu, Vamsi Krishna Vasa, Peijie Qiu, Oana Dumitrascu, Yalin Wang
Keywords(s):  
Category(s): Artificial Intelligence/Machine Learning, Computing & Information Technology, Imaging, Life Science (All LS Techs), Medical Imaging
Modeling Flow of Resources in a Supply Chain
Supply chains provide a network describing how resources move from a source to delivery for consumption by the end user. Supply chains also involve the components involved in production and transportation of the commodities being moved in the supply chain. There is a need for modeling links in a supply chain to estimate supply and demand and to ensure...
Published: 4/16/2025   |   Inventor(s): Kevin Gurney, Deborah Huntzinger, Taha Moiz, Nathan Parker, Richard Rushforth, Benjamin Ruddell
Keywords(s): Algorithm Development, Machine Learning, Manufacturing, PS-Computing and Information Technology, PS-Manufacturing,Construction,Mechanical, Resource Management
Category(s): Artificial Intelligence/Machine Learning, Computing & Information Technology, Manufacturing/Construction/Mechanical, Physical Science
Hardware-Agnostic Message Passing Interface for Heterogeneous Computing Systems
Today's high-performance computing (HPC) systems are largely structured based on traditional central processing units (CPUs) with tightly coupled general-purpose graphics processing units (GPUs, which can be considered domain-specific accelerators). GPUs have a different programming model than CPUs and are only efficient in exploiting spatial parallelism...
Published: 4/4/2025   |   Inventor(s): Michael Riera, Fengbo Ren, Masudul Quraishi, Erfan Bank Tavakoli
Keywords(s):  
Category(s): Computing & Information Technology, Physical Science
Stand-Alone Accelerator Protocol (SAP) for Heterogeneous Computing Systems
Today's high-performance computing (HPC) systems are largely structured based on traditional central processing units (CPUs) with tightly coupled general-purpose graphics processing units (GPUs, which can be considered domain-specific accelerators). GPUs have a different programming model than CPUs and are only efficient in exploiting spatial parallelism...
Published: 4/4/2025   |   Inventor(s): Michael Riera, Fengbo Ren, Masudul Quraishi, Erfan Bank Tavakoli
Keywords(s):  
Category(s): Computing & Information Technology, Physical Science
Software-Defined Board Support Package (SW-BSP) for Stand-Alone Reconfigurable Accelerators
Today's high-performance computing (HPC) systems are largely structured based on traditional central processing units (CPUs) with tightly coupled general-purpose graphics processing units (GPUs, which can be considered domain-specific accelerators). GPUs have a different programming model than CPUs and are only efficient in exploiting spatial parallelism...
Published: 4/4/2025   |   Inventor(s): Michael Riera, Fengbo Ren, Masudul Quraishi, Erfan Bank Tavakoli
Keywords(s):  
Category(s): Computing & Information Technology, Physical Science
Transformer-Less, Reduced Volume PV Inverter Topology
Inverters are devices typically used in solar power generation systems to convert electric current to a more useful type, but are prone to failure and are the main cause of malfunction in solar power systems. Using transformer-less (TL) inverters is a desirable alternative because of their higher efficiency, lower size, and lower cost. However, TL inverters...
Published: 4/2/2025   |   Inventor(s): Rajapandian Ayyanar, Yinglai Xia, Jinia Roy
Keywords(s): Power Electronics, Power generation, PV inverter, PWM converters
Category(s): Alternative Energy, Applied Technologies, Computing & Information Technology, Energy & Power, Physical Science, Semiconductor Devices, Semiconductors, Materials & Processes
CNN Architecture for Disease Identification from Retinal Images
The rise of artificial intelligence is changing the shape of many different fields, and ophthalmic medicine is no exception. Convolutional neural networks (CNNs) have achieved remarkable results in the assisted diagnosis of ophthalmic diseases. However, they face challenges such as limited labeling and small dataset sizes. In recent years, self-supervised...
Published: 3/19/2025   |   Inventor(s): Yalin Wang, Xin Li, Wenhui Zhu, Oana Dumitrascu
Keywords(s): Medical Devices and Imaging, Medical Software
Category(s): Artificial Intelligence/Machine Learning, Computing & Information Technology, Imaging, Life Science (All LS Techs), Medical Imaging
Automated Identification of Seizure Onset Zone (SOZ) in rs-fMRI
Epilepsy is a debilitating disorder that affects 50 million people worldwide, including one in 150 children. Some patients with epilepsy (including roughly 20-40% of children) suffer from refractory seizures despite treatment with anticonvulsants, i.e. pharmaco-resistant epilepsy (PRE), which results in increased morbidity and mortality. Early identification...
Published: 2/13/2025   |   Inventor(s): Payal Kamboj, Ayan Banerjee, Sandeep Gupta
Keywords(s):  
Category(s): Artificial Intelligence/Machine Learning, Computing & Information Technology, Imaging, Life Science (All LS Techs), Medical Imaging
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