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Machine Learning for Dynamic Information Retrieval of Electronic Health Record Notes

Technology / Case number: #25085J
David Sontag / Monica Agrawal / Steven Horng / Sharon Jiang / Shannon Shen / Barbara Lam / Nicholas Kurtzman / David Karger
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Healthy Living
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Optimization of Quantum-Active Defects and Spins in Chemical Systems Using Machine Learning

Technology / Case number: #24884L
Danielle Braje / Jennifer Schloss / Linh Pham / Swaroop Vattam / Justin Mallek / Dane de Quilettes / Eden Price
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Connected World
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Conformable Ultrasound Face Patch for Cavitation Enhanced Transdermal

Technology / Case number: #24824TE
Canan Dagdeviren
Technology Areas: Drug Delivery / Therapeutics
Impact Areas: Healthy Living
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Ionizable Lipid OF-02 and its Use in mRNA Delivery

Technology / Case number: #17733
Joseph Dorkin / Owen Fenton / Kevin Kauffman / Rebecca McClellan / Daniel Anderson
Technology Areas: Chemicals & Materials / Drug Delivery
Impact Areas: Healthy Living, Advanced Materials
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Quantitative Attack Space Analysis and Reasoning (QUASAR) Tool

Technology, Software / Case number: #19773L
Rick Skowyra / Steven Gomez
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science
Impact Areas: Connected World
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Automated Surface Area Assessment for Dermatologic Lesions

Technology / Case number: #19792J
Priyanka Raina / Jiarui Huang / Victor Huang / Anantha Chandrakasan
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Sensing & Imaging
Impact Areas: Healthy Living, Connected World
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Superconducting Parametric Amplifier Neural Network

Technology / Case number: #21125L
Alexander Wynn
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Computer Science
Impact Areas: Healthy Living, Advanced Materials
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Physical-Layer Quantum Error Suppression for Superconducting Qubits in Gate Model Quantum Computation Applications

Technology / Case number: #20255L
Jamie Kerman
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics
Impact Areas: Connected World, Advanced Materials
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Josephson Phase-Slip Qubits with Vector Spin Interactions for Quantum Information Processing

Technology / Case number: #20257L
Jamie Kerman
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Advanced Materials
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Multispin Couplers for Quantum Information Processing

Technology / Case number: #20256L
Jamie Kerman
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics
Impact Areas: Connected World, Advanced Materials
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Methods for Learning Network Architectures of Deep Convolutional Neural Networks under Resource Constraints

Technology / Case number: #20095L
Luke Skelly / Jason Thornton / Michael Chan / Ronald Duarte / Daniel Scarafoni
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Healthy Living
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Clean Noisy Image Decomposition For Self Supervised GAN Speckle Reduction For Synthetic Aperture Radar

Technology / Case number: #22903L
Prafull Sharma / Michael Newey
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science
Impact Areas: Connected World, Advanced Materials
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Elastic Strain Engineering for the Design of Electronic Materials

Technology / Case number: #20804VJ
Ju Li / Zhe Shi / Evgenii Tsymbalov / Alexander Shapeev / Subra Suresh / Ming Dao
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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Human Microbiome Clostridia-Derived Biosynthetic Enzymes/Pathways for the Biological Production of Natural and Non-Natural Fatty Acylated Compounds

Technology / Case number: #20961
Christopher Voigt / Fang-Yuan Chang
Technology Areas: Biotechnology / Chemicals & Materials / Drug Delivery
Impact Areas: Healthy Living
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In Vitro and in Vivo Delivery of Complex Genetic Circuits up to 33kb Using Engineered HSV-1

Technology / Case number: #20746
Ron Weiss / Maria Hottelet Foley / Jin Huh / Ross Jones
Technology Areas: Diagnostics / Drug Delivery
Impact Areas: Healthy Living
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Active Wafer-Scale Reconfigurable Logic Fabric for AI and High-Performance Embedded Computing

Technology / Case number: #24171L
Albert Reuther / Rabindra Das / Vitaliy Gleyzer / Brian Tyrrell
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Chemicals & Materials / Computer Science
Impact Areas: Advanced Materials
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Bayesian Estimators for Classifier Testing from Noisy Labels

Technology / Case number: #24963L
Jonathan Su
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Connected World
License

Oligomeric Conjugates for siRNA Delivery and Glucose-Responsive Insulins

Technology / Case number: #15977J
Arturo Vegas / Rosemary Kanasty / Robert Langer / Daniel Anderson
Technology Areas: Diagnostics / Drug Delivery / Therapeutics
Impact Areas: Healthy Living
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Systolic AI Processor Compiler

Technology / Case number: #25433L
Bill Song
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Uncharted Frontiers, Sustainable Future
License

Methods for Detecting Objects-of-Interest in Underwater Environments

Technology / Case number: #19215L
Michael Chan / Daniel Scarafoni / Alexander Bockman
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Sensing & Imaging
Impact Areas: Uncharted Frontiers, Connected World
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The technologies listed represent a selection of the MIT intellectual property protected by the TLO.

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