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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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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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Optimized Opsin Trafficking with Fluorescence-Dead Protein Fusions

Technology / Case number: #18783TE
Edward Boyden / Kiryl Piatkevich / Aimei Yang / Demian Park
Technology Areas: Biotechnology / Diagnostics / Drug Discovery and Research Tools / Therapeutics
Impact Areas: Healthy Living
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A Dynamic Single-Cell Fragility Test that Assesses Red Blood Cell Membrane Integrity with Applications to Stored Blood

Technology / Case number: #25732
Fang Kong / Subra Suresh / Ming Dao
Technology Areas: Diagnostics / Drug Discovery and Research Tools
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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A Stretchable, Wearable Ultrasound Transducer for Wide-Scale Breast Cancer Data Collection

Technology / Case number: #20934TE
Canan Dagdeviren / Lin Zhang
Technology Areas: Biotechnology / Diagnostics
Impact Areas: Healthy Living
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CRISPR-based Diagnostics for Transplantation Medicine

Technology / Case number: #21752J
James Collins / Leonardo Riella / Michael Kaminski
Technology Areas: Biotechnology / Diagnostics
Impact Areas: Healthy Living
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Tri-Functional Hydrophilic Self-Crosslinked Dimethylacrylamide Polymer

Technology / Case number: #18698TEM
Edward Boyden / Linyi Gao / Ruixuan Gao / Nikita Obidin
Technology Areas: Diagnostics / Sensing & Imaging
Impact Areas: Healthy Living
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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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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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Apparatus for Forming and Processing Arrangements of Embedded Droplets

Technology / Case number: #21603JDE
Patrick Doyle / Arif Nelson / Saif Khan
Technology Areas: Chemicals & Materials / Diagnostics
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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Device and Method for Imaging Shortwave Infrared Autofluorescence

Technology / Case number: #18527J
Oliver Bruns / Jessica Carr / Klaus Van Leyen / Yi Zheng / Marianne Aellen / Moungi Bawendi
Technology Areas: Diagnostics / Sensing & Imaging
Impact Areas: Healthy Living
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The technologies listed represent a selection of the MIT intellectual property protected by the TLO.

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