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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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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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Quantitative Attack Space Analysis and Reasoning (QUASAR) Tool

Technology, Software / Case number: #19773L
Richard Skowyra / Steven Gomez
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science
Impact Areas: 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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Method and Apparatus to Accelerate the Process of Falling Asleep

Technology / Case number: #19927TEJ
Edward Boyden / Nir Grossman / David Wang
Technology Areas: Biotechnology / Sensing & Imaging
Impact Areas: Healthy Living
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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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Molecular Spatial Mapping Of Metastatic Tumor Microenvironment

Technology / Case number: #22132HR
Aviv Regev / Johanna Klughammer / Daniel Abravanel / No Inventor
Technology Areas: Biotechnology / Computer Science
Impact Areas: Healthy Living
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Elastic Strain Engineering for the Design of Electronic Materials

Technology / Case number: #20804JV
Ju Li / Zhe Shi / Evgenii Tsymbalov / Alexander Shapeev / Subra Suresh / Ming Dao
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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Neural Efferent and Afferent Control of Spring Equilibrium, Damping, and Power in Backdrivable and Non-Backdrivable Series-Elastic Actuators Comprising Variable Series Stiffness Mechanisms

Technology / Case number: #20960TE
Matthew Carney / Roman Stolyarov / Emily Rogers-Bradley / Seong Ho Yeon / Hugh Herr
Technology Areas: Biotechnology / Computer Science / Industrial Engineering & Automation
Impact Areas: Healthy Living
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Physical-Layer Quantum Error Suppression for Superconducting Qubits in Gate Model Quantum Computation Applications

Technology / Case number: #20255L
Andrew Kerman
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics
Impact Areas: Connected World, Advanced Materials
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Josephson Phase-Slip Qubits with Vector Spin Interactions for Quantum Information Processing

Technology / Case number: #20257L
Andrew Kerman
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Advanced Materials
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Multispin Couplers for Quantum Information Processing

Technology / Case number: #20256L
Andrew Kerman
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics
Impact Areas: Connected World, 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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Stretchable Knitted Cell Scaffolds

Technology / Case number: #24460L
Matthew Bernasconi / Steven Gillmer / Erin Doran / Emily Holtzman / Ming Guo / Ariel Sandberg
Technology Areas: Biotechnology
Impact Areas: Healthy Living
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High Density Fiber Optic Packaging for Cryogenic Applications

Technology / Case number: #24426L
William Nowak / John Cummings / P. Benjamin Dixon / Ryan Murphy / David Starling
Technology Areas: Biotechnology / Industrial Engineering & Automation
Impact Areas: Healthy Living
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Systems and Methods for Supervised Remote Vascular Access

Technology / Case number: #24431LJ
Laura Brattain / Anthony Samir / Brian Telfer / Matthew Johnson / Nancy DeLosa / Lars Gjesteby / Theodore Pierce / Joshua Werblin
Technology Areas: Biotechnology / Communication Systems
Impact Areas: Healthy Living
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Clean Noisy Image Decomposition For Self Supervised GAN Speckle Reduction For Synthetic Aperture Radar

Technology / Case number: #22903L
Prafull Sharma / Michael Newey
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science
Impact Areas: Connected World, Advanced Materials
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Systems And Assays for Identifying Pu.1 Inhibitors

Technology / Case number: #23154PJ
Li-Huei Tsai / William Ralvenius / Barbara Czako
Technology Areas: Biotechnology / Diagnostics / Drug Discovery and Research Tools
Impact Areas: Healthy Living
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Fusion Proteins As A Cause For ALS

Technology / Case number: #24280J
Ernest Fraenkel / Ghazaleh Sadri-Vakili / Sali Farhan / Yogindra Raghav / Vakili Khashayar / Tiziana Petrozziello / James Berry / Merit Cudkowicz / Spencer Kim / Allison Dilliott / Michael Talkowski / Dadi Gao / Ricardo Pinto
Technology Areas: Biotechnology / Chemicals & Materials / Therapeutics
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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