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A Mechanical Underwater Soft Adhesion System for Kinetic Biosensing and Intelligent Targeted Drug Delivery

Technology / Case number: #26028J
Giovanni Traverso / Ameya Kirtane / Ming Zhao / Troy Ziliang Kang / Yubin Cai
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Drug Delivery / Therapeutics
Impact Areas: Healthy Living, Advanced Materials
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Method to Improve the Image Quality of Positron Emission Tomography When Using Non-Standard Isotopes Based on Triple Coincidences

Technology / Case number: #16135
Shivang Dave / Vicente Parot / Eduardo Lage / Joaquin Herraiz
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Electronics & Photonics / Sensing & Imaging
Impact Areas: Healthy Living
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A Single Fibre Computer Enables Textile Networks and Distributed Inference

Technology / Case number: #26084
Zi Jie Gabriel Loke / Henry Cheung / Nikhil Gupta / Syamantak Payra / Yoel Fink
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biomaterials & Bioelectronics / Biotechnology / Chemicals & Materials / Electronics & Photonics
Impact Areas: Healthy Living, Connected World
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Synergisms between Small Molecule Boosters and LNP Formulations Uncovered using High Throughput Screening and Machine Learning

Technology / Case number: #26199J
Giovanni Traverso / Ameya Kirtane / Rajib Dey / Deepak Subramanian
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Drug Delivery / Therapeutics
Impact Areas: Healthy Living
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Machine Learning-Guided Discovery of Nanoparticle Formulations Maximizing mRNA Transfection

Technology / Case number: #25890J
Giovanni Traverso / Ameya Kirtane / Joshua Bernstock / Alvin Chan / Jonathan Woo / Deepak Subramanian / Simon Qu / Xisha Huang / Hao Song / Taksim Ahmed
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Chemicals & Materials / Therapeutics
Impact Areas: Healthy Living, Advanced Materials
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Machine-Learning Optimized Proteins and Enzymes

Technology / Case number: #26015J
Omar Abudayyeh / Jonathan S. Gootenberg / Lukas Villiger / Kaiyi Jiang / Matteo Di Bernardo / Zhaoqing Yan
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Therapeutics
Impact Areas: Healthy Living, Advanced Materials
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Method for Image and Data Segmentation

Technology, Software / Case number: #13701H
H. Seung / Viren Jain / Srinivas Turaga
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Healthy Living, Connected World
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System for Portable Body Surface Acquisition

Technology / Case number: #17269
Luca Giancardo / Carlos Sanchez Mendoza / Tobias Hahn / Aurelien Bourquard
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Sensing & Imaging
Impact Areas: Healthy Living
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Use of Ranking Methods in Machine Learning to Prioritize Chemical Compounds for Drug Discovery

Technology / Case number: #14011
Shivani Agarwal
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Healthy Living
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Method for Predicting Patient Outcomes from a Quasi-Periodic Patient Signal

Technology / Case number: #16302
Yun Liu / John Guttag / Collin M Stultz
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Healthy Living
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Generalizable End-To-End Autonomous Driving with Multi-Modal Foundation Models

Technology / Case number: #25658J
Daniela Rus / Guy Rosman / Sertac Karaman / Alexander Amini / Yutong Ban / Tsun-Hsuan Wang / Wei Xiao / Alaa Maalouf
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Uncharted Frontiers, Connected World
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3D AI Processor

Technology / Case number: #25102L
Bill Song
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Uncharted Frontiers
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Biomarkers Derived from Neurophysiological Computational Modeling

Technology / Case number: #18088L
Satrajit Ghosh / Jeffrey Palmer / Christopher Smalt / Brian Helfer / Daryush Mehta / Jim Williamson / Gregory Ciccarelli / Joseph Perricone / Thomas Quatieri
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biomaterials & Bioelectronics / Biotechnology
Impact Areas: Healthy Living
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Enabling Human Activity Learning by MachineKnitted Whole-Garment Sensing Wearables

Technology / Case number: #22169
Wojciech Matusik / Tomas Palacios / Antonio Torralba / Michael Foshey / Wan Shou / Yiyue Luo / Pratyusha Sharma / Yunzhu Li
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Chemicals & Materials / Industrial Engineering & Automation / Sensing & Imaging
Impact Areas: Healthy Living
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Phonologically-Based Biomarkers

Technology / Case number: #15027L
Nicolas Malyska / Andrea Trevino / Thomas Quatieri
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biomaterials & Bioelectronics / Biotechnology
Impact Areas: Healthy Living
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End to End Deep Neural Network for Auditory Attention Decoding

Technology / Case number: #21085LJ
Christopher Smalt / Gregory Ciccarelli / Joseph Perricone / Thomas Quatieri / Michael Brandstein / Paul Calamia / Stephanie Haro / Michael Nolan / Nima Mesgarani / James O'Sullivan
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Sensing & Imaging
Impact Areas: Healthy Living, Connected World
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An Emotion-Driven Vocal Biomarker-Based PTSD Screening Tool

Technology / Case number: #25570L
Richard DeLaura / Jeffrey Palmer / Jing Wang / Jim Williamson / Hayley Reynolds / Thomas Quatieri / Jonathan Taylor
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Healthy Living
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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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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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The technologies listed represent a selection of the MIT intellectual property protected by the TLO.

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