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Sparse Closed-form Liquid Neural Algorithms for Out-of-Distribution Generalization on Edge Robots

Technology / Case number: #24660
Daniela Rus / Alexander Amini / Ramin Hasani / Mathias Lechner / Makram Chahine
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Healthy Living, Advanced Materials
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Longevity Planning Blocks for use in Retirement Planning

Technology / Case number: #24907
Joseph Coughlin / Sheng-Hung Lee
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Healthy Living, Connected World
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Mobile Physical Telemedicine

Technology / Case number: #24924
Johannes Lachner / Federico Tessari / Neville Hogan
Technology Areas: Biotechnology / Communication Systems / Computer Science / Industrial Engineering & Automation
Impact Areas: Healthy Living, Uncharted Frontiers, Connected World
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Provably Secure Large Language Models

Technology / Case number: #25397
Andrei Barbu / Abdulrahman Alabdulkareem / Christian Arnold / Juan Ignacio Cases / Boris Katz
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Advanced Materials
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Cancellation of Unwanted Interactions in a Superconducting Quantum Architecture

Technology / Case number: #21852J
William Oliver / Simon Gustavsson / Roni Winik / Catherine Leroux / Alexandre Blais / Agustin Di Paolo
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics
Impact Areas: Connected World, Advanced Materials
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Software and Methods for Controlling Neural Responses in Deep Brain Regions

Technology / Case number: #20652M
James DiCarlo / Pouya Bashivan / Kohitij Kar
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Computer Science
Impact Areas: Healthy Living, Uncharted Frontiers
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Teaching Robots Generalizable Trajectories by Demonstration Using Wearable Sensors

Technology / Case number: #23629
Daniela Rus / Joseph DelPreto
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Uncharted Frontiers, Connected World
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Visual Dexterity: In-hand Dexterous Manipulation from Depth

Technology / Case number: #24851
Tao Chen / Pulkit Agrawal / Edward Adelson / Megha Tippur
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Industrial Engineering & Automation
Impact Areas: Uncharted Frontiers
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A Handheld Closed-Loop Automatic Insulin Delivery System

Technology / Case number: #22018J
Carlo Giovanni Traverso / Hen Wei Huang / Siheng You / Erin Raftery / Canchen Li
Technology Areas: Biotechnology / Communication Systems / Drug Delivery
Impact Areas: Healthy Living
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Novel Ionizable Lipids Suitable For Lipid Nanoparticle Delivery of mRNA to Lung and Nasal Epithelium, As Well As Lung Endothelium

Technology / Case number: #23594Q
Luke Rhym / Allen Jiang / Jacob Witten / Idris Raji / Daniel Anderson
Technology Areas: Biotechnology / Chemicals & Materials / Drug Delivery / Therapeutics
Impact Areas: Healthy Living, Advanced Materials
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Diagnosis of Malignancy Using Developmental Relationships and Machine Learning

Technology / Case number: #23356
Salil Garg / Enrico Moiso
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Computer Science / Drug Discovery and Research Tools
Impact Areas: Healthy Living
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Closed-Loop Intramuscular Motility Prosthesis, Submucosal Neuromodulation Device and Minimally Invasive Endoscopic Implantation Tool

Technology / Case number: #23258J
Polina Anikeeva / Carlo Giovanni Traverso / Shriya Srinivasan / Robert Langer / Marc-Joseph Antonini
Technology Areas: Biotechnology / Chemicals & Materials / Computer Science
Impact Areas: Healthy Living
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Cellular Backpacks for Drug Delivery Across the Blood-Brain Barrier

Technology / Case number: #18547J
Roberta Polak / Elena Batrakova / Matthew Haney / Yuling Zhao / Natalya Klyachko / Michael Rubner / Robert Cohen
Technology Areas: Biotechnology / Chemicals & Materials / Drug Delivery / Drug Discovery and Research Tools
Impact Areas: Healthy Living
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Data Driven Material Discovery System

Technology / Case number: #21835J
Wojciech Matusik / Michael Foshey / Timothy Erps / Wan Shou / Mina Lukovic / Klaus Stoll / Bernhard Von Vacano / Hanns-Hagen Goetzke / Mina Konakovic Lukovic
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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Oleogel Drug Delivery Systems for Pediatric Applications

Technology / Case number: #22116J
Carlo Giovanni Traverso / Ameya Kirtane / Robert Langer / Aniket Wahane / Christina Karavasili
Technology Areas: Agriculture & Food / Chemicals & Materials / Drug Delivery
Impact Areas: Healthy Living, Advanced Materials
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Machine Learning for the Design of Cancer Vaccine Adjuvants

Technology / Case number: #21680J
Carlo Giovanni Traverso / Ameya Kirtane / Daniel Reker / Robert Langer / Lewis Scott Jones / Hyunjoon Kim / Netra Rajesh
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Chemicals & Materials / Drug Delivery / Therapeutics
Impact Areas: Healthy Living, Uncharted Frontiers
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EOG-IMU Glasses for Free-Moving Use

Technology / Case number: #25702
Kamal Youcef-Toumi / Xiaotong Zhang / Lianming Hu
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science
Impact Areas: Connected World
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Gene Delivery Carrier

Technology / Case number: #19091J
Umberto Palmiero / James Kaczmarek / Davide Moscatelli / Daniel Anderson
Technology Areas: Biotechnology / Chemicals & Materials / Drug Delivery / Therapeutics
Impact Areas: Advanced Materials
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Crystalline and Amorphous Formulations Used to Deliver Anti-Fibrotic (and other) Compounds in Conjunction with Implanted Materials (Cells/Devices)

Technology / Case number: #18287J
Joshua Doloff / Shady Farah / Robert Langer / Daniel Anderson
Technology Areas: Chemicals & Materials / Drug Delivery / Therapeutics
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Anti-Zika Virus Antibodies

Technology / Case number: #18525J
Kannan Tharakaraman / Eng Ooi / Kuan Chan / Satoru Watanabe / Subhash Vasudevan / Ram Sasisekharan
Technology Areas: Drug Delivery / Therapeutics
Impact Areas: Healthy Living, Uncharted Frontiers
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The technologies listed represent a selection of the MIT intellectual property protected by the TLO.

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