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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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Machine Learning for the Design of Cancer Vaccine Adjuvants

Technology / Case number: #21680J
Carlo Giovanni Traverso / Ameya Kirtane / Daniel Reker / Robert Langer / Lewis Scott Jones / Hyunjoon Kim / Netra Rajesh
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Chemicals & Materials / Drug Delivery / Therapeutics
Impact Areas: Healthy Living, Uncharted Frontiers
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A Graph Approach for Protein Structure Prediction via Machine Learning based Correction

Technology / Case number: #24267J
Markus Buehler / Benedetto Marelli / Pin-Yu Chen / Lingfei Wu / Siyu Huo / Federica Rigoldi / Kai Guo
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Computer Science
Impact Areas: Healthy Living
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Pooled Screening Identifies Genomic Features (Biomarkers) Modulating Nanoparticle-Cell Interactions

Technology / Case number: #22785J
Angela Koehler / Natalie Boehnke / Joelle Straehla / Paula Hammond
Technology Areas: Diagnostics / Drug Delivery / Therapeutics
Impact Areas: Healthy Living, Uncharted Frontiers
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Ultrastructural Membrane Expansion Microscopy

Technology / Case number: #25088HM
Edward Boyden / Tay Won Shin
Technology Areas: Chemicals & Materials / Diagnostics / Sensing & Imaging
Impact Areas: Healthy Living
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Clockwise Learning Task

Technology / Case number: #25128M
Georgios Papageorgiou / Ann Graybiel
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Drug Discovery and Research Tools
Impact Areas: Healthy Living, Uncharted Frontiers
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Attention Maps

Technology / Case number: #18155QJ
Bryan Reimer / Joseph Coughlin / Bruce Mehler / Joonbum Lee / Andres Munoz Delgado / Linda Angell / Bobbie Seppelt
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Sensing & Imaging
Impact Areas: Healthy Living, Connected World
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Deep Context Maps

Technology / Case number: #22949
Daniela Rus / Guy Rosman / Sertac Karaman / Igor Gilitschenski / Arjun Gupta
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Sensing & Imaging
Impact Areas: Healthy Living, Connected World
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Scalable Ultra Low Latency Photonic Tensor Processor

Technology / Case number: #23088
Dirk Englund / Liane Sarah Bel Bernstein / Alexander Sludds
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science
Impact Areas: Healthy Living, Advanced Materials
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Translational Hearing Aides for Older Adults

Technology / Case number: #24962
Ravi Tejwani / Haruhiko Asada
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology
Impact Areas: Healthy Living
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Realizing Private and Practical Pharmacological Collaboration

Technology / Case number: #21186
Bonnie Berger / Brian Hie / Hyunghoon Cho
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Drug Delivery
Impact Areas: Healthy Living, Uncharted Frontiers
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Near and Shortwave Infrared Polymethine Dyes

Technology / Case number: #19474
Ellen Sletten / Justin Caram / Timothy Swager
Technology Areas: Diagnostics / Electronics & Photonics / Sensing & Imaging
Impact Areas: Healthy Living
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Method for Point-of-use Testing for Bacteriological Water Contamination in Resource-Limited Environments

Technology / Case number: #19080
Rohit Karnik / Emily Hanhauser / Michael Bono / Chintan Vaishnav / Sydney Beasley / Anastasios Hart
Technology Areas: Biotechnology / Diagnostics / Environmental Engineering / Sensing & Imaging
Impact Areas: Healthy Living
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Scalable and Safe Quantum Dot Precursor

Technology / Case number: #20834
Daniel Franke / Matthias Ginterseder / Moungi Bawendi
Technology Areas: Chemicals & Materials / Diagnostics / Electronics & Photonics / Sensing & Imaging
Impact Areas: Healthy Living, Advanced Materials
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Device and Method for Isolation and Detection of Target Cells/Particles from Complex Background Matrices

Technology / Case number: #20847
Rohit Karnik / Emily Hanhauser / Michael Bono / Mary Strawser
Technology Areas: Diagnostics
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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