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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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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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Human-Activity Kinetic Alignment (HAKA)

Technology / Case number: #19889L
Richard Shay / Robert Cunningham
Technology Areas: Biotechnology / Communication Systems / Computer Science
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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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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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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Improving Statistical Model-Based Speech Enhancement with Deep Neural Networks

Technology / Case number: #21028L
Bengt Borgstrom / Michael Brandstein / Robert Dunn
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Communication Systems / Computer Science / Sensing & Imaging
Impact Areas: Healthy Living, Connected World, Advanced Materials
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Methods and Apparatuses to Track Hand Configurations based on Ultrasound Signals

Technology / Case number: #25586
Xuanhe Zhao / Gengxi Lu
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Computer Science
Impact Areas: Healthy Living, Connected World
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Learning-Guided Electron Microscopy

Technology / Case number: #21380J
Yaron Meirovitch / Aravinathan Samuel / Lu Mi / Jeff Lichtman / Nir Shavit
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Healthy Living, Uncharted Frontiers
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All-Photonic Artificial Neural Network Processor Via Non-linear Optics

Technology / Case number: #23925
Dirk Englund / Mikkel Heuck / Stefan Krastanov / Jasvith Basani
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science / Electronics & Photonics
Impact Areas: Healthy Living, Connected World, Advanced Materials
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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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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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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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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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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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Gastric Residence Electronics

Technology / Case number: #20092J
Carlo Giovanni Traverso / Yong Lin Kong / Robert Langer
Technology Areas: Biomaterials & Bioelectronics / Biotechnology / Communication Systems
Impact Areas: Healthy Living
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Clockwise Learning Task

Technology / Case number: #25128M
Georgios Papageorgiou / Ann Graybiel
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Drug Discovery and Research Tools
Impact Areas: Healthy Living, Uncharted Frontiers
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Attention Maps

Technology / Case number: #18155QJ
Bryan Reimer / Joseph Coughlin / Bruce Mehler / Joonbum Lee / Andres Munoz Delgado / Linda Angell / Bobbie Seppelt
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / 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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