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Methods for Learning Network Architectures of Deep Convolutional Neural Networks under Resource Constraints

Technology / Case number: #20095L
Luke Skelly / Daniel Scarafoni / Ronald Duarte / Michael Chan / Jason Thornton
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Healthy Living
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Two Person Mixture Deconvolution for Application with ForenSeq Kintelligence Workflow

Technology / Case number: #24078L
Philip Fremont-Smith / Natalie Damaso / Chelsea Lennartz
Technology Areas: Chemicals & Materials / Computer Science / Drug Discovery and Research Tools
Impact Areas: Healthy Living
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Optimized Opsin Trafficking with Fluorescence-Dead Protein Fusions

Technology / Case number: #18783TE
Edward Stuart Boyden / Demian Park / Aimei Yang / Kiryl Piatkevich
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: #25732J
Subra Suresh / Fang Kong / Ming Dao
Technology Areas: Diagnostics / Drug Discovery and Research Tools
Impact Areas: Healthy Living
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Frameshift Suppressor tRNAs for Canonical Amino Acids

Technology / Case number: #21418TREJ
Kevin Esvelt / Ahmed Badran / Erika Alden DeBenedictis
Technology Areas: Biotechnology / Drug Discovery and Research Tools
Impact Areas: Advanced Materials
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Method to Pattern Cells (Crude Blood) on a (Planar) Surface

Technology / Case number: #15262
Shivang Dave / German Serrano
Technology Areas: Biotechnology / Diagnostics / Drug Discovery and Research Tools
Impact Areas: Healthy Living
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In-Vitro Barrier Tissue Plate

Technology / Case number: #21614L
Todd Thorsen / Yen-Ting Tung / Molly Boutin / Sam Michael / Marc Ferrer-Alegre / Min Jae Song / Johanna Bobrow / Christina Zook / David Walsh
Technology Areas: Biotechnology / Chemicals & Materials / Computer Science
Impact Areas: Healthy Living
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Functionalized Solid Support

Technology / Case number: #21706R
No Inventor / Andrew Navia / Benjamin Mead / Alex Shalek
Technology Areas: Chemicals & Materials / Computer Science
Impact Areas: Healthy Living
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Daughterless Male Mammals for Population Suppression

Technology / Case number: #21866TE
Kevin Esvelt
Technology Areas: Biotechnology / Drug Discovery and Research Tools
Impact Areas: Sustainable Future
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Methods And Compositions For High-Throughput Compressed Screening For Therapeutics

Technology / Case number: #21936RH
No Inventor / Conner Kummerlowe / Benjamin Mead / Alex Shalek
Technology Areas: Computer Science / Therapeutics
Impact Areas: Healthy Living
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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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Methods for Identifying and Modulating Co-occurant Cellular Phenotypes

Technology / Case number: #19998R
No Inventor / Ryan King / Jeffrey Van Humbeck / Carly Ziegler / Alex Genshaft / Alex Shalek
Technology Areas: Biotechnology / Computer Science
Impact Areas: Healthy Living
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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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Long-term Stabilization, Formulation and Tableting of Live Microbial Cells

Technology / Case number: #22886J
Robert Langer / Emily Kolaya / Johanna L'Heureux / Miguel Jimenez / Giovanni Traverso
Technology Areas: Drug Discovery and Research Tools
Impact Areas: Healthy Living
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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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In Vitro Human Blood Brain Barrier

Technology / Case number: #19918P
Li-Huei Tsai / Joel Blanchard
Technology Areas: Drug Discovery and Research Tools / Therapeutics
Impact Areas: Healthy Living
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Methods for the Treatment of Trinucleotide Repeat Expansion Disorders Associated with FAN1 activity via Targeting of FAN1 Splice Site Inhibitory Sequences

Technology / Case number: #24829
David Housman / Christopher Ng
Technology Areas: Biotechnology / Drug Discovery and Research Tools / Therapeutics
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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Closed-Loop Noninvasive Brain Stimulation with Simultaneous Imaging to Control Cerebrospinal Fluid Flow in Humans

Technology / Case number: #25482
Laura D. Lewis / Joshua Levitt
Technology Areas: Biomaterials & Bioelectronics / Biotechnology / Computer Science / 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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