Search Results - algorithm%2c+ai%2c+and+machine+learning

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AI Model for Extracting Patterns from EMG Data
Application Aritificial neural network-based dynamical systems modeling on electromyography (EMG) data for simultaneously estimating de-noised, high-resolution muscle activation signals across multiple muscles with millisecond-timescale precision. Key Benefits Generates models that produce estimates that avoid trivial output solutions (e.g., replicating...
Published: 11/5/2025   |   Inventor(s): Lahiru Wimalasena, Chethan Pandarinath, Mohammad Reza Keshtkaran
Keywords(s): Algorithm, AI, and Machine Learning, Data Infrastructure and Analysis, Simulation, Training, and Modeling
Category(s): TechPub Algolia, TechPub Algolia > Software
Automated Image Analysis of Bone Histomorphometry Using Deep Learning
Application An automated pipeline for digital phenotyping of brightfield bone biopsy images to generate feature maps for static histomorphometry. Key Benefits Combines automation with deep learning models to improve tissue delineation and quantify tissue and cellular components pertinent to static histomorphometric parameters. Incorporates Morphological...
Published: 11/7/2025   |   Inventor(s): Satvika Bharadwaj, Anant Madabhushi, Madhumathi Rao, Hartmut Malluche, Florence Lima
Keywords(s): Algorithm, AI, and Machine Learning, Diagnostics, Prosthetics and Orthopedics
Category(s): TechPub Algolia > Software
Efficient Combinatorial Optimization
Application Optimization heuristic for solving large-scale combinatorial problems. Key Benefits Efficient exploration of highly non-convex instances. Capable of handling large-scale problems. Reduces total computation time through massive parallelization. Especially designed for unconstrained binary problems. Market Summary The combinatorial...
Published: 9/22/2025   |   Inventor(s): Stefan Boettcher
Keywords(s): Algorithm, AI, and Machine Learning, Data Infrastructure and Analysis
Category(s): TechPub Algolia > Software
Multi-Modal Sensing Platform for Diagnosing Depression and Schizophrenia
Application A multi-sense deep learning platform and interview protocol used for detection and assessment of depression and schizophrenia. Key Benefits Automated and remote mental illness assessment without the need for self-reporting or clinical observation. Improved disease tracking for patients and clinicians. A more objective classifier and...
Published: 11/7/2025   |   Inventor(s): Gari Clifford, Robert Cotes, Mina Boazak, Zifan Jiang, Seyed Salman Seyedi, Ali Bahrami Rad
Keywords(s): Algorithm, AI, and Machine Learning, Neurology and Pain Treatments
Category(s): TechPub Algolia > Software, TechPub Algolia > Diagnostics
STAR-Echo: Software to Predict Cardiovascular Disease in Chronic Kidney Disease Patients
Application A novel software for prognosis of MACE in chronic kidney disease patients using spatiotemporal analysis and transformer-based radiomics models. Key Benefits Unique interpretable features – identifies novel features based on longitudinal changes in LVW shape (perimeter & sphericity) and texture (intensity variations) over a...
Published: 12/5/2025   |   Inventor(s): Rohan Dhamdhere, Sadeer Al-Kindi, Gourav Modanwal, Anant Madabhushi
Keywords(s): Algorithm, AI, and Machine Learning, Biomarkers, Cardiovascular Treatments, Nephrology Treatments
Category(s): TechPub Algolia > Software
Multimodal Identification of Atrial Fibrillation Recurrence Sites
Application Identifies areas of interest associated with atrial fibrillation recurrences. Key Benefits Identifies sites associated with recurrences for AF patients. Predict AF recurrence risk in patients’ post-catheter ablation. Development of prediction model by extracting features from the surface of interest (SOI). Market Summary Atrial...
Published: 10/3/2025   |   Inventor(s): Abhishek Midya, Anant Madabhushi, Golnoush Asaeikheybari, Mina K. Chung, Amogh Hiremath, Moore Benjamin Shoemaker, Majd A. El-Harasis, John Barnard, Rod S. Passman
Keywords(s): Algorithm, AI, and Machine Learning, Cardiology and Vascular Devices, Medical Imaging (MRI, CT, Radiology)
Category(s): TechPub Algolia > Diagnostics
System for Assessing Health Severity and Predicting Readmissions
Application A smartphone-based system for monitoring patients to identify and prevent severe cardiac events. Key Benefits A remote monitoring system that uses smartphone data to accurately predict a user’s risk for a severe cardiac event (e.g., heart attack). Tracks the user's movement, location, and physical activity to calculate FDA-accepted...
Published: 12/5/2025   |   Inventor(s): Gari Clifford, Amit J. Shah, Ayse Cakmak, Erik Reinertsen
Keywords(s): Algorithm, AI, and Machine Learning, Cardiology and Vascular Devices
Category(s): TechPub Algolia > Diagnostics, TechPub Algolia > Software
Wearable Device for the Early Detection and Monitoring of Atrial Fibrillation
Application A wearable device that enables long-term, continuous monitoring and screening for AFib by monitoring light signals on the skin. Key Benefits Inexpensive and compatible with existing wearable products by leading technology companies from Apple and others. Novel algorithms suppress irrelevant signals originating from a user's constant...
Published: 10/15/2025   |   Inventor(s): Shamim Nemati, Supreeth Shashikumar, Amit J. Shah, Qiao Li, Gari Clifford
Keywords(s): Algorithm, AI, and Machine Learning, Wearable Medical Devices
Category(s): TechPub Algolia > Software, TechPub Algolia > Diagnostics
Latent Variable Modeling for Developing Neuroprosthetic Devices
Application A high-performing neural decoder that reconstructs spiking data from local field potentials to analyze neural recordings for developing neuro-prosthetic devices. Key Benefits Capable of augmenting local field potential to overcome perturbations in data. Improved decoding stability with high accuracy. Potential to lead to the development...
Published: 3/28/2025   |   Inventor(s): Brianna Karpowicz, Chethan Pandarinath, Yahia Ali, Marc Slutzky, Robert Flint, Bareesh Bhaduri
Keywords(s): Algorithm, AI, and Machine Learning, Neurology and Pain Treatments
Category(s): TechPub Algolia > Medical Device, TechPub Algolia > Software
Automated Sleep Analysis Using Cardiovascular Signals
Application Sleep stage classification algorithm and diagnostic platform. Key Benefits Real-time sleep classification using a single electrocardiogram sensor. Eliminates the need for multiple head, eye, skin, and heart sensors with current diagnostics. Preliminary results using human data demonstrate high accuracy in identifying different sleep...
Published: 11/3/2025   |   Inventor(s): Gari Clifford, Shamim Nemati, Qiao Li, Supreeth Shashikumar
Keywords(s): Algorithm, AI, and Machine Learning
Category(s): TechPub Algolia > Software
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