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Use of Ranking Methods in Machine Learning to Prioritize Chemical Compounds for Drug Discovery

Technology / Case number: #14011
Shivani Agarwal
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Healthy Living
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Tough, Thermoreversible Hydrogels from the Arrested Phase Separation of Elastin-Like Polypeptides: Simple, Injectable, Biocompatible Substrates for the Engineering of Load-Bearing Tissues

Technology / Case number: #17430
Bradley D. Olsen / Matthew Glassman / Reginald Avery
Technology Areas: Biomaterials & Bioelectronics / Chemicals & Materials / Drug Discovery and Research Tools / Therapeutics
Impact Areas: Healthy Living
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A Data-Driven System for Optimal Vehicle Fleet Dimensioning and Real-Time Dispatching Based on Shareability Networks

Technology / Case number: #18459
Paolo Santi / Giovanni Resta / Carlo Ratti
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Connected World, Advanced Materials
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Multi-Space Building Control Optimization Based on Graph Learning and Reinforcement Learning

Technology / Case number: #25968
Jeremy Gregory / Daisy Green / Kevin Kircher / You Lin / Audun Botterud / Joe Higgins / Francis Selvaggio / Leslie Norford
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Connected World
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sEMG Derived Neural Network-Based Motion Prediction Exoskeleton

Technology / Case number: #25254
Ellen Roche / Bon Koo / Lonnie Grove Petersen
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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Translating Text to, Merging, and Optimizing Graphical User Interface Tasks

Technology / Case number: #13972
Dina Katabi / Satchuthananthavale Branavan / Regina Barzilay / Nate Kushman / Martin Rinard
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Connected World
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New Methodology for Functional Materials Aerogels

Technology / Case number: #15342
Jing Kong / Sungmi Jung
Technology Areas: Biomaterials & Bioelectronics / Chemicals & Materials / Energy & Distribution
Impact Areas: Advanced Materials
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A Device and a Method for Real-Time Dynamic Analysis and Guidance (RTAG) of On-Line Learning

Technology / Case number: #17389
Emery N Brown / Demba Ba / Anne Smith
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Connected World
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Reversible Adhesive Materials

Technology / Case number: #16467
Natalie Artzi / Elazer R Edelman / Regina Kelmansky / Marc Mier Cervantes
Technology Areas: Biomaterials & Bioelectronics / Chemicals & Materials
Impact Areas: Healthy Living
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Device for Trapping Hepatitis C Viral Particles in Ultra Low Concentrations

Technology / Case number: #14418J
Michael Cima / Christophoros Vassiliou / Vincent Liu / Gregory Ekchian / Hongye Ye / Christopher Wald / Sebastian Flacke / Fredric Gordon
Technology Areas: Biomaterials & Bioelectronics / Biotechnology / Diagnostics
Impact Areas: Healthy Living
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Personal Skin Lesion Scanner

Technology / Case number: #15459
Jie Bao / Moungi G Bawendi
Technology Areas: Biomaterials & Bioelectronics / Biotechnology / Sensing & Imaging
Impact Areas: Healthy Living
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Multiprocessor Scheduling Algorithm for Non-Preemptive Task Sets

Technology / Case number: #16360
Julie Shah / Matthew Gombolay
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Connected World
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Adhesive Hydrogels Composed of Mucin Proteins Crosslinked by Catechol-Thiol Bonds

Technology / Case number: #25402
Katharina Ribbeck / George Degen / Corey Alfred Stevens / Gareth McKinley
Technology Areas: Biomaterials & Bioelectronics / Chemicals & Materials
Impact Areas: Healthy Living, Advanced Materials
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A Computational Procedure for Detection of Sleep Apnea in Children

Technology / Case number: #14463
Zhi-De Deng / Eliot Katz / Chi-Sang Poon
Technology Areas: Biomaterials & Bioelectronics / Biotechnology / Computer Science
Impact Areas: Healthy Living
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Carbon-dioxiide and Oxygen Respiratory Ventilator Energy Tracker (CORVET)

Technology / Case number: #24620LJ
Kyle Thompson / Allison Norloff / Donald Johnson / Roberto Buizza / Francesco Vicario / Gary Shaw / Lawrence Candell
Technology Areas: Biomaterials & Bioelectronics / Biotechnology
Impact Areas: Healthy Living
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Electronic System Condition Monitoring and Prognostics

Technology / Case number: #13122J
Nicholas Roy / Bryan Adams / Michael Rosenstein
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Connected World
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A Novel Method to Treat Myocardial Infarction and Other Tissue Damage Using Apolipoprotein D (apoD)

Technology / Case number: #15466
Kosuke Tsukamoto / Monty Krieger
Technology Areas: Biomaterials & Bioelectronics / Therapeutics
Impact Areas: Healthy Living
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Risk-Rating Framework for Mobile Applications

Technology / Case number: #17077L
Praveen Sharma / Evan Fiore / Daniel Souza / Jeff Gottschalk / Joshua Haines / Michael Beynon / Pierre Trepagnier / Ramesh Ramachandran / Robert Shaw / Alan Keith
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Connected World
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2.5D Cartoon Models

Technology, Software / Case number: #14391
Alec Rivers / Fredo Durand (he/him/his)
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Connected World
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Method for Predicting Patient Outcomes from a Quasi-Periodic Patient Signal

Technology / Case number: #16302
Yun Liu / John Guttag / Collin M Stultz
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
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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