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A Method for Hierarchical Time Series Reconciliation via Learning the Optimal Projection

Technology / Case number: #26179J
Georgia Perakis / Wei Sun / Asterios Tsiourvas / Yada Zhu / Pin-Yu Chen
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Sensing & Imaging
Impact Areas: Connected World
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Using Correlation Structure of Speech Dynamics to Detect Neurophysiological Changes

Technology / Case number: #16517L
Thomas Quatieri / Jim Williamson / Daryush Mehta / Bea Yu / Rachelle Horwitz- Martin / Brian Helfer
Technology Areas: Computer Science
Impact Areas: Healthy Living, Connected World
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Method for Image and Data Segmentation

Technology, Software / Case number: #13701H
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Healthy Living, Connected World
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Fine Wire Muscle Interfaces

Technology / Case number: #24876TE
Hugh M Herr / Cameron Taylor
Technology Areas: Biotechnology / Computer Science
Impact Areas: Healthy Living, Connected World
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Neuromuscular Interfaces for Volitional Control of Wearable-Robotic Devices

Technology / Case number: #24850TE
Hugh M Herr / Junqing Qiao / Christopher Shallal / Jesus Guillermo Herrera Arcos / Hyun Geun Song / Michael Nawrot
Technology Areas: Computer Science / Industrial Engineering & Automation
Impact Areas: Healthy Living, Uncharted Frontiers, Advanced Materials
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End to End Deep Neural Network for Auditory Attention Decoding

Technology / Case number: #21085LJ
Thomas Quatieri / James O'Sullivan / Nima Mesgarani / Michael Nolan / Stephanie Haro / Paul Calamia / Michael Brandstein / Joseph Perricone / Gregory Ciccarelli / Christopher Smalt
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Sensing & Imaging
Impact Areas: Healthy Living, Connected World
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Automated Surface Area Assessment for Dermatologic Lesions

Technology / Case number: #19792J
Anantha Chandrakasan / Victor Huang / Jiarui Huang / Priyanka Raina
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Sensing & Imaging
Impact Areas: Healthy Living, Connected World
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PRUNE: Prioritizing Risk for Unmitigated Network Exploitables

Technology / Case number: #20440L
Pierre Trepagnier / Allan Wollaber / Dennis Ross
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science
Impact Areas: Connected World
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A New Method for Single Shot Scene Reconstruction from RGB Images using Implicit Representations

Technology / Case number: #23530J
Fredo Durand (he/him/his) / Jiajun Wu / Dennis Park / Rares Ambrus / Adrien Gaidon / Vitor Guizilini / Wadim Kehl / Sergey Zakharov / Vincent Sitzmann / Joshua B Tenenbaum
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Sensing & Imaging
Impact Areas: Healthy Living, Connected World
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Chemical Labeling and Identification via Chemical Featurization, Machine Learning, and Graph Analysis

Technology / Case number: #25563
Brett McGuire / Zachary Fried
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Connected World
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Adventitious Agent Clearance by Use of Spiral Inertial Microfluidics

Technology / Case number: #22511DE
Jongyoon Han / Stacy Springs / Kyungyong Choi
Technology Areas: Chemicals & Materials / Computer Science / Electronics & Photonics
Impact Areas: Healthy Living, Connected World
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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
Nir N. Shavit / Jeff Lichtman / Lu Mi / Aravinathan Samuel / Yaron Meirovitch
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Healthy Living, Uncharted Frontiers
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Software and Methods for Controlling Neural Responses in Deep Brain Regions

Technology / Case number: #20652M
James DiCarlo / Kohitij Kar / Pouya Bashivan
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Computer Science
Impact Areas: Healthy Living, Uncharted Frontiers
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Predictor of Deletions after Targeted Chromosome Cleavage

Technology / Case number: #21045
David K Gifford / Jonathan Hsu / Max Shen
Technology Areas: Biotechnology / Computer Science
Impact Areas: Healthy Living, Connected World
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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
Neville Hogan / Federico Tessari / Johannes Lachner
Technology Areas: Biotechnology / Communication Systems / Computer Science / Industrial Engineering & Automation
Impact Areas: Healthy Living, Uncharted Frontiers, Connected World
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Unified Documentation and Information Retrieval for Electronic Health Records

Technology / Case number: #23636JQ
David Karger / Divya Gopinath / Steven Horng / Monica Agrawal / Luke Murray / David Sontag
Technology Areas: Computer Science
Impact Areas: Healthy Living, Connected World
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All-Photonic Artificial Neural Network Processor Via Non-linear Optics

Technology / Case number: #23925
Dirk R Englund / Jasvith Basani / Stefan Krastanov / Mikkel Heuck
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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Deep Context Maps

Technology / Case number: #22949
Daniela Rus / Arjun Gupta / Igor Gilitschenski / Sertac Karaman / Guy Rosman
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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