Invention Grant
- Patent Title: Methods and systems for 3D structure estimation
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Application No.: US15292520Application Date: 2016-10-13
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Publication No.: US10282513B2Publication Date: 2019-05-07
- Inventor: Marcus Anthony Brubaker , Ali Punjani , David James Fleet
- Applicant: THE GOVERNING COUNCIL OF THE UNIVERSITY OF TORONTO
- Agency: Bhole IP Law
- Agent Marc Lampert; Anil Bhole
- Main IPC: G06F19/16
- IPC: G06F19/16 ; G06F19/12

Abstract:
Disclosed herein are systems and methods for efficient 3D structure estimation from images of a transmissive object, including cryo-EM images. The method generally comprises, receiving a set of 2D images of a target specimen from an electron microscope, carrying out a reconstruction technique to determine a likely molecular structure, and outputting the estimated 3D structure of the specimen. The described reconstruction technique comprises: establishing a probabilistic model of the target structure; optimizing using stochastic optimization to determine which structure is most likely; and, optionally utilizing importance sampling to minimize computational burden.
Public/Granted literature
- US20170103161A1 METHODS AND SYSTEMS FOR 3D STRUCTURE ESTIMATION Public/Granted day:2017-04-13
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