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Assessment of Tumor Response to Treatment Using Level Set Clustering in PET Images
Application Tumor response algorithm that corrects for anatomical changes and robustly identifies local changes in serial PET images through a clustering algorithm. Key Benefits Robust to noise and outliers and can tolerate imperfections in data acquisition. Could be applicable to many other imaging modalities in radiation therapy. More accurately...
Published: 8/22/2024   |   Inventor(s): Timothy Fox, Eduard Schreibmann
Keywords(s): Imaging, Oncology
Category(s): TechPub Algolia > Medical Device, 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: 7/30/2024   |   Inventor(s): Gari Clifford, Robert Cotes, Mina Boazak, Zifan Jiang, Seyed Salman Seyedi, Ali Bahrami Rad
Keywords(s): Artificial Intelligence, Neuroscience/Pain
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: 8/22/2024   |   Inventor(s): Rohan Dhamdhere, Sadeer Al-Kindi, Gourav Modanwal, Anant Madabhushi
Keywords(s): Artificial Intelligence, Cardiovascular, Nephrology
Category(s): TechPub Algolia > Software
Automated Software to Quantify Breast Arterial Calcifications from Mammograms
Application Deep learning software for the automated detection and quantification of breast arterial calcifications in screening mammograms. Key Benefits Optimized image segmentation accuracy with improved generalizability towards mammograms with and without BAC presence. Robust ability to quantitate narrow or heavy BAC and/or partial depositions...
Published: 8/22/2024   |   Inventor(s): Hari Trivedi, Imon Banerjee, William Charles O'Neill, Aisha Urooj Khan
Keywords(s): Cardiovascular, Women's Health
Category(s): TechPub Algolia > Software
Artificial Neural Network for Prediction of Clinical Outcomes
Application A machine learning model to predict the need for ventriculoperitoneal shunt after posterior fossa tumor resection. Key Benefits Highly accurate prediction of post-surgical complications. Reducing healthcare costs by predicting prognoses and increasing efficiency of post-surgical treatment. Market Summary Neurosurgical procedures...
Published: 7/30/2024   |   Inventor(s): Kimberly Hoang, Ali Alawieh, David Bray
Keywords(s): Artificial Intelligence, Hospital and Surgery, Oncology
Category(s): TechPub Algolia > Software
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: 7/30/2024   |   Inventor(s): Gari Clifford, Amit J. Shah, Ayse Cakmak, Erik Reinertsen
Keywords(s): Artificial Intelligence, Cardiovascular
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: 8/22/2024   |   Inventor(s): Shamim Nemati, Supreeth Shashikumar, Amit J. Shah, Qiao Li, Gari Clifford
Keywords(s): Artificial Intelligence, Cardiovascular
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: 8/22/2024   |   Inventor(s): Brianna Karpowicz, Chethan Pandarinath, Yahia Ali, Marc Slutzky, Robert Flint, Bareesh Bhaduri
Keywords(s): Artificial Intelligence, Neuroscience/Pain
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: 7/30/2024   |   Inventor(s): Gari Clifford, Shamim Nemati, Qiao Li, Supreeth Shashikumar
Keywords(s): Artificial Intelligence, Cardiovascular, Platform
Category(s): TechPub Algolia > Software
Machine Learning Diagnostic for Automated Identification and Classification of Bone Marrow Cells
Application Machine learning tool to aid in the diagnosis of hematologic disorders of bone marrow. Key Benefits Automated machine learning-based approach for performing bone marrow differential counts that accounts for all viable cells on the smear. Data generated by a prototype shows the system is fast and demonstrates precision compared to manual...
Published: 7/30/2024   |   Inventor(s): Lee Cooper, David Gutman, David Jaye, Ahmed Aljudi, Ramraj Chandradevan
Keywords(s): Platform
Category(s): TechPub Algolia > Research Tools, TechPub Algolia > Software, TechPub Algolia > Diagnostics
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