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A multi-dimensional phenotypic space for genotype to phenotype mapping and intelligent design of cancer drug therapies using a Deep Learning Net
Deep learning system maps cellular phenotypes in multi-dimensional space to predict and optimize cancer drug therapy combinations Background: Current approaches to cancer drug therapy development lack a systematic way to connect cellular genetic information with therapeutic responses. While single-cell genomic technologies like ATAC-seq and RNA-seq...
Published: 7/22/2026   |   Updated: 7/7/2025   |   Inventor(s): Kiran Vanaja, Saeed Amal
Keywords(s):  
Category(s): Technology Classifications > Computer Science > AI, Technology Classifications > Life Science > Bioinformatics, Technology Classifications > Life Science > Digital Health, Technology Classifications > Computer Science > Imaging
Methods for localizing and classifying cavitation activities based on eigen-based frequency selection
Enhancing image-guided therapeutic ultrasound: Precise detection & classification of bubble behavior for better treatment efficacy & safety Background: In therapeutic ultrasound applications, accurately detecting and classifying bubble behavior (cavitation) is crucial for optimizing treatment efficacy and safety. Current methods for passive...
Published: 7/22/2026   |   Updated: 6/13/2025   |   Inventor(s): Tao Sun, Nathan Caso
Keywords(s):  
Category(s): Technology Classifications > Life Science > Biotechnology, Technology Classifications > Life Science > Theragnostic, Technology Classifications > Computer Science > Imaging, Technology Classifications > Life Science > Diagnostics
Machine-learning assisted integrated non-linear optical spectrometer
Revolutionizing quantum and bioimaging with AI-driven non-linear optical spectroscopy Background: In the realm of optical spectroscopy, conventional non-linear optical spectrometers often struggle to effectively analyze complex biological and quantum materials, particularly beyond non-centrosymmetric second harmonic generation (SHG). Traditional approaches...
Published: 7/21/2026   |   Updated: 6/13/2025   |   Inventor(s): Alberto De la Torre Duran, Edward Mercer, Brennan Bezdek, Aaron Picard, Christa Haase
Keywords(s):  
Category(s): Technology Classifications > Computer Science > Imaging, Technology Classifications > Physical Science > Electronics/Semiconductors, Technology Classifications > Life Science > Biotechnology
Faster and Accurate Neural Networks with Semantic Inference
SINF intelligently clusters inputs to selectively engage DNN subgraphs, reducing computational load while maintaining high accuracy. https://nu.technologypublisher.com/files/sites/adobestock_367338925.jpeg https://nu.testtechnologypublisher.com/files/sites/mark-saulich-21.jpg Source Adobe Stock By Summit Art Creations # 367338925 Background The...
Published: 7/27/2026   |   Updated: 7/26/2024   |   Inventor(s): Francesco Restuccia, Jonathan Ashdown, A Q M Sazzad Sayyed
Keywords(s): Artificial intelligence, computer vision and deep learning, Efficient computing
Category(s): Technology Classifications > WIoT, Technology Classifications > 3. Computer Science > AI, Technology Classifications > 3. Computer Science > Imaging
On-Chip Active Resonator Based Spectrum Sensing
INV-22107 Background Precise navigation and timing needs for both military and civilian applications are primarily enabled by GPS. While GPS can provide navigational accuracy down to a few meters, that accuracy degrades in a multi-path environment, yet various DoD applications involving drones and mobile platforms require navigational accuracy down...
Published: 7/27/2026   |   Updated: 12/27/2023   |   Inventor(s): Aatmesh Shrivastava
Keywords(s):  
Category(s): Technology Classifications > Physical Science > Electronics/Semiconductors, Technology Classifications > Physical Science > Intelligent/Autonomous vehicles, Technology Classifications > Physical Science > Security, Technology Classifications > Computer Science > IoT, Technology Classifications > Physical Science > Energy, Technology Classifications > Computer Science > Imaging