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Methods for Machine-Learning Guided Protein Design

Technology / Case number: #25084
Omar Abudayyeh / Jonathan S. Gootenberg / Kaiyi Jiang / Matteo Di Bernardo
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Drug Discovery and Research Tools
Impact Areas: Healthy Living
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Molecular Time Capsules Enable Transcriptomic Recording in Living Cells

Technology / Case number: #25337
Gene-Wei Li / Mirae Parker / Jack Rubien / Dylan McCormick
Technology Areas: Biotechnology / Drug Discovery and Research Tools
Impact Areas: Healthy Living
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A Machine Learning-guided Whole-Organ Optical Imaging Technique for Non-destructive Identification of Early Pre-Cancer Lesions and Harvesting of Viable Cells from the same for Organoid Culture

Technology / Case number: #25480
Neelkanth Manoj Bardhan / Vivek Rastogi / Angela Belcher
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Chemicals & Materials / Drug Discovery and Research Tools / Electronics & Photonics / Sensing & Imaging
Impact Areas: Healthy Living
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Lectin Fingerprinting for Mapping Viral Glycosylation and Identifying Neutralizing Antibodies

Technology / Case number: #22955
Laura L Kiessling / Michael Wuo / Amanda Dugan
Technology Areas: Diagnostics / Drug Discovery and Research Tools / Therapeutics
Impact Areas: Healthy Living
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A Tunable Phosphorylation-based Feedback Controller of Mammalian Gene Expression

Technology / Case number: #22932
Ron Weiss / Ross Jones / Domitilla Del Vecchio / Yili Qian
Technology Areas: Biotechnology / Drug Discovery and Research Tools
Impact Areas: Healthy Living
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Single-Cell Density as A Biomarker for Drug Sensitivity

Technology / Case number: #23741J
Keith Ligon / Weida Wu / Teemu Miettinen / Sarah Ishamuddin / Kin-Hoe Chow / Scott Manalis
Technology Areas: Biotechnology / Drug Discovery and Research Tools
Impact Areas: Healthy Living
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Hyperlactatemia Prediction

Technology / Case number: #18128J
Andrew Reisner / Thomas Heldt / Michael Filbin / Max Dunitz / George Verghese
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biomaterials & Bioelectronics / Computer Science
Impact Areas: Healthy Living
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A Multimodal Metric for Tracking Nociception Under Anesthesia

Technology / Case number: #20522J
Emery N Brown / Riccardo Barbieri / Sandya Subramanian
Technology Areas: Biotechnology / Computer Science
Impact Areas: Healthy Living
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Emboli Detection Methods to Identify Stroke Mechanism or Stroke Risk in Susceptible Adults and Children

Technology, Software / Case number: #21233J
Thomas Heldt / Syed Imaduddin / Kerri LaRovere / Barry Kussman
Technology Areas: Biotechnology / Computer Science
Impact Areas: Healthy Living
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Synthetic Medical Image Generation

Technology / Case number: #21698
Elazer R Edelman / Max Olender
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Computer Science / Sensing & Imaging
Impact Areas: Healthy Living
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TRAV-007 (Genome Sequencing) 62/790,799

Technology / Case number: #22143J
Robert Kimmerling / Mark Stevens / Keith Ligon / Scott Manalis
Technology Areas: Biotechnology / Diagnostics / Drug Discovery and Research Tools
Impact Areas: Healthy Living
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Centrifugal Microfluidic Platforms for Cell Pairing and Fusion

Technology / Case number: #22275J
MohammadMahdi Aeinhvand / Sergio Martínez-Chapa / Sergio Martinez-Chap / Joel Voldman
Technology Areas: Biotechnology / Drug Discovery and Research Tools
Impact Areas: Healthy Living
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High-Throughput Expansion Microscopy

Technology / Case number: #22339
Laurie Boyer / Edward Stuart Boyden / Pema Maretich / Alexander Auld / John Day / Catherine Della Santina
Technology Areas: Biotechnology / Drug Discovery and Research Tools / Sensing & Imaging
Impact Areas: Healthy Living
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Method to Simulate Metrics of Vascular Function from Clinical Data

Technology / Case number: #22712
Elazer R Edelman / Jonathan Brown / Michael Murphy
Technology Areas: Biotechnology / Computer Science
Impact Areas: Healthy Living
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Perfusable Host Microfluidic Endothelial Networks for Spheroid and Organoid Co-culture and Immune Cell Infiltration Studies

Technology / Case number: #22749
Roger Kamm / Huu Tuan Nguyen / Sharon Lee
Technology Areas: Biotechnology / Drug Discovery and Research Tools
Impact Areas: Healthy Living
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A Closed-Loop System for Blood Pressure Control

Technology / Case number: #22797
Emery N Brown / Taylor Baum
Technology Areas: Biomaterials & Bioelectronics / Biotechnology / Computer Science
Impact Areas: Healthy Living
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A Fluidic Platform for Perfusable Vascularized Tumor Spheroids and Organoids

Technology / Case number: #22942
Roger Kamm / Zhengpeng (Jason) Wan / Shun Zhang
Technology Areas: Biotechnology / Drug Discovery and Research Tools
Impact Areas: Healthy Living
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High-Throughput and High-Precision Measurement of Single-Cell Density

Technology / Case number: #23740
Weida Wu / Teemu Miettinen / Scott Manalis
Technology Areas: Biotechnology / Drug Discovery and Research Tools
Impact Areas: Healthy Living
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Intracellular Molecular Recording and Memory via Protein Self-Assembly

Technology / Case number: #23746HPM
Edward Stuart Boyden / Changyang Linghu
Technology Areas: Biotechnology / Drug Discovery and Research Tools
Impact Areas: Healthy Living
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A Machine Learning Platform for Diverse Applications in Drug Discovery and Delivery

Technology / Case number: #23916HM
Edward Stuart Boyden / Chi Zhang / Tay Won Shin
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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