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Biomarkers Derived from Neurophysiological Computational Modeling

Technology / Case number: #18088L
Satrajit Ghosh / Jeffrey Palmer / Christopher Smalt / Brian Helfer / Daryush Mehta / James 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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Micro-Invasive Neural System for Delivering Antiseizure Medications to the Epileptic Focus for the Treatment of Refractory Epilepsy

Technology / Case number: #25721J
Michael Cima / Max Cotler / Hannah Jackson / Cameron Metcalf / Karen Wilcox / Peter West
Technology Areas: Biomaterials & Bioelectronics / Biotechnology / Drug Delivery / Therapeutics
Impact Areas: Healthy Living, Uncharted Frontiers
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Vaccine Targeting to Mucosal Lymphoid Tissues in the Gastrointestinal Tract

Technology / Case number: #25463H
Ozgun Kocabiyik / Darrell Irvine
Technology Areas: Chemicals & Materials / Drug Delivery / Therapeutics
Impact Areas: Healthy Living
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Method and Apparatus to Learn Generative Optimization Models

Technology / Case number: #25155J
Faez Ahmed / Akash Srivastava
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Connected World
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Scalable and High throughput Assembly of Layer-by-Layer Nanoparticles

Technology / Case number: #25554H
Ivan Susin Pires / Darrell Irvine / Paula Hammond
Technology Areas: Chemicals & Materials / Drug Delivery
Impact Areas: Healthy Living, Advanced Materials
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Moiré Synaptic Transistors for Neuromorphic Computing

Technology / Case number: #25495J
Pablo Jarillo-Herrero / Qiong Ma / Zhiren Zheng / Xiaodong Yan / Mark Hersam / Vinod Sangwan
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Chemicals & Materials / Computer Science / Electronics & Photonics
Impact Areas: Uncharted Frontiers, Connected World
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Modular MicroRNA Expression from Self-Replicating RNA (Replicons)

Technology / Case number: #25464
Ron Weiss / Tea Crnkovic
Technology Areas: Biotechnology / Drug Delivery / Therapeutics
Impact Areas: Healthy Living
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Learning to Grow Pretrained Models for Efficient Transformer Training

Technology / Case number: #25218J
Rogerio Feris / Rameswar Panda / David Cox / Yoon Kim / Peihao Wang / Leonid Karlinsky
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Connected World
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Online System with Bandit Feedback and Auto-Regressive Temporal Structure

Technology / Case number: #24895J
Negin Golrezaei / Qinyi Chen / Djallel Bouneffouf
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Uncharted Frontiers, Connected World
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Robocap

Technology / Case number: #24836J
Carlo Giovanni Traverso / Shriya Srinivasan / Robert Langer / Amro Alshareef
Technology Areas: Biomaterials & Bioelectronics / Biotechnology / Drug Delivery / Therapeutics
Impact Areas: Healthy Living
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Utilizing Large Language Models to Create Multi-Lingual, Low-Resource Code Translation Dataset

Technology / Case number: #24668J
Jie Chen / Yoon Kim / Bailin Wang / Alex Shypula / Zilu Tang / Mayank Agarwal
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Uncharted Frontiers, Connected World
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Zwitterionic Polymer Functionalized Lipid Nanoparticles for Delivery of mRNA

Technology / Case number: #24662
Robert Langer / Allen Jiang / Sushil Lathwal / Daniel Anderson
Technology Areas: Chemicals & Materials / Drug Delivery / Therapeutics
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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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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Translating Text using Generated Visual Representations and Artificial Intelligence

Technology / Case number: #24927J
Rogerio Feris / Rameswar Panda / Richard Chen / David Cox / Yoon Kim / Yi Li
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Connected World
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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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A Method for Outlier Robust Subgroup Inference via Clustering in the Gradient Space

Technology / Case number: #24826J
Justin Solomon / Luann Jung / Kristjan Greenewald / Mikhail Yurochkin / Yuchen Zeng
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
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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Systems and Methods for Magnetic Resonance based Reconstruction of Electrical Properties

Technology / Case number: #24714J
Luca Daniel / Jose Cruz Serralles / Riccardo Lattanzi / Zheng Zhang / Ilias Giannakopoulos / Xinling Yu / Ilias Giannakopoulos / Ziyue Liu
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Connected World
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Game-Theoretic Frameworks for Deep Neural Network Rationalization

Technology / Case number: #24679J
Tommi Jaakkola / Shiyu Chang / Mo Yu / Yang Zhang
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: 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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