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公开(公告)号:US20240362833A1
公开(公告)日:2024-10-31
申请号:US18635226
申请日:2024-04-15
CPC分类号: G06T11/003 , G06T7/0012 , G06T2207/10116 , G06T2207/20084
摘要: A computer-implemented method for providing a three-dimensional (3D) results data set includes: acquiring projection maps of an object under examination which are captured from various projection directions by a medical X-ray device; providing an initial projection matrix based on a static model of the X-ray device; providing a further projection matrix by applying a trained function to input data, wherein the input data is based on the initial projection matrix and the projection maps, wherein at least one parameter of the trained function is adapted based on an image quality metric and/or a consistency metric, and wherein the further projection matrix is provided as output data of the trained function; and providing the 3D results data set through reconstruction from the projection maps by the further projection matrix.
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公开(公告)号:US12102469B2
公开(公告)日:2024-10-01
申请号:US18514345
申请日:2023-11-20
申请人: Jianqiang Liu , Manat Maolinbay , Chwen-yuan Ku , Linbo Yang
发明人: Jianqiang Liu , Manat Maolinbay , Chwen-yuan Ku , Linbo Yang
IPC分类号: A61B6/00 , A61B6/02 , A61B6/03 , A61B6/04 , A61B6/06 , A61B6/08 , A61B6/40 , A61B6/42 , A61B6/46 , A61B6/58 , G01N23/044 , G01N23/083 , G01N23/18 , G06T7/00 , G06T7/11 , G06T11/00 , G06T17/00 , G06V10/25 , G06V10/62 , G16H10/60 , G16H30/20 , G16H50/20 , A61B6/50
CPC分类号: A61B6/541 , A61B6/025 , A61B6/032 , A61B6/035 , A61B6/0407 , A61B6/06 , A61B6/08 , A61B6/4007 , A61B6/4014 , A61B6/4021 , A61B6/405 , A61B6/4208 , A61B6/4283 , A61B6/4405 , A61B6/4441 , A61B6/4452 , A61B6/4476 , A61B6/4482 , A61B6/467 , A61B6/482 , A61B6/54 , A61B6/542 , A61B6/56 , A61B6/583 , G01N23/044 , G01N23/083 , G01N23/18 , G06T7/0012 , G06T7/0016 , G06T7/11 , G06T11/003 , G06T11/006 , G06T17/00 , G06V10/25 , G06V10/62 , G16H10/60 , G16H30/20 , G16H50/20 , A61B6/4275 , A61B6/502 , G01N2223/401 , G06T2200/24 , G06T2207/10076 , G06T2207/10081 , G06T2207/20081 , G06T2207/20084 , G06T2207/30064 , G06T2207/30096 , G06T2207/30168 , G06T2210/41 , G06V2201/032
摘要: An X-ray imaging system using multiple pulsed X-ray sources to perform highly efficient and ultrafast 3D radiography is presented. There are multiple pulsed X-ray sources mounted on a structure in motion to form an array of sources. The multiple X-ray sources move simultaneously relative to an object on a pre-defined arc track at a constant speed as a group. Electron beam inside each individual X-ray tube is deflected by magnetic or electrical field to move focal spot a small distance. When focal spot of an X-ray tube beam has a speed that is equal to group speed but with opposite moving direction, the X-ray source and X-ray flat panel detector are activated through an external exposure control unit so that source tube stay momentarily standstill equivalently. 3D scan can cover much wider sweep angle in much shorter time and image analysis can also be done in real-time.
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公开(公告)号:US20240312075A1
公开(公告)日:2024-09-19
申请号:US18608260
申请日:2024-03-18
CPC分类号: G06T11/003 , G06T7/0012 , G06T7/70 , A61B8/5238 , G06T2207/20081 , G06T2207/20084 , G06T2207/20092 , G06T2207/20221 , G06T2207/30008
摘要: A computerized method for augmenting digital medical images, including an apparatus and methods utilizing a machine-learning approach for generating an augmented medical image containing features within the boundaries of the source image that are missing from or distorted in the source image.
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公开(公告)号:US20240290011A1
公开(公告)日:2024-08-29
申请号:US18597629
申请日:2024-03-06
申请人: Hyperfine, Inc.
发明人: Bo Zhou , Jo Schlemper , Neel Dey , Michal Sofka
IPC分类号: G06T11/00
CPC分类号: G06T11/003
摘要: Systems and methods for dual-domain self-supervised learning for accelerated non-Cartesian magnetic resonance imaging reconstruction are provided. The present techniques provide a method for training a machine-learning model that receives magnetic resonance (MR) data and generates a reconstruction of the MR data. The machine-learning model can be trained based on a set of losses comprising a first loss value corresponding to a frequency-domain and a second loss value corresponding to an image-based domain. The training process can be a self-supervised training process that can utilize under-sampled and non-Cartesian MR data. The machine-learning model is trained by optimizing both data consistency in the frequency domain and appearance consistency in the image-based domain.
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公开(公告)号:US12073491B2
公开(公告)日:2024-08-27
申请号:US17312036
申请日:2019-12-09
发明人: Heiner Daerr , Artur Sossin
CPC分类号: G06T11/003 , A61B6/4241 , A61B6/585 , G01T1/24 , G06T2200/24 , G06T2207/10116
摘要: A System for image processing, comprising an input interface (IN) for receiving energy resolved count data generated by a photon-counting detector (PCD) with at least 2 energy bin but preferable more than two. A count data transformer (DT) of the system is configured to perform a transformation operation to transform the energy resolved count data into transformed count data, the operation including applying one or more weights to the count data, the weights previously obtained based on i) calibration image data for the or a photon-counting detector and ii) calibration image data for an energy integrating detector. A data convertor component (CC) is configured to convert the transformed count data into through-material path length data. The system allows emulating an energy integrating detector.
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公开(公告)号:US12067651B2
公开(公告)日:2024-08-20
申请号:US17462391
申请日:2021-08-31
发明人: Qiulin Tang , Ruoqiao Zhang , Jian Zhou , Zhou Yu
CPC分类号: G06T11/003 , G06N3/08 , G06T7/0012 , G06T2207/20081 , G06T2207/20084
摘要: Data acquired from a scan of an object can be decomposed into frequency components. The frequency components can be input into a trained model to obtain processed frequency components. These processed frequency components can be composed and used to generate a final image. The trained model can be trained, independently or dependently, using frequency components covering the same frequencies as the to-be-processed frequency components. In addition, organ specific processing can be enabled by training the trained model using image and/or projection datasets of the specific organ.
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公开(公告)号:US12067650B2
公开(公告)日:2024-08-20
申请号:US16980190
申请日:2019-03-19
申请人: NEC Corporation
发明人: Chenhui Huang
CPC分类号: G06T11/003 , H04N23/55 , H04N5/33
摘要: An imaging apparatus according to an aspect of the present disclosure includes: a filter that includes a region through which a two-dimensional signal indicating an image passes, and includes a portion which blocks at least a part of the two-dimensional signal in the region; a detector that detects a power of the two-dimensional signal passing through the filter; at least one memory storing a set of instructions; and at least one processor configured to execute the set of instructions to reconstruct the image indicated by the two-dimensional signal based on the power detected in a plurality of conditions that differ in positional relationship between the two-dimensional signal imaged on the filter and a distribution of the portion.
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公开(公告)号:US12066532B2
公开(公告)日:2024-08-20
申请号:US17274387
申请日:2019-09-11
申请人: MODULEUS
发明人: Adrien Bailly
CPC分类号: G01S15/8927 , B06B1/0215 , G01S15/8925 , G06T11/003 , B06B2201/76
摘要: An ultrasonic imaging device includes a plurality of ultrasonic transducers arranged in an array of a plurality of rows and a plurality of columns, the array being divided into a plurality of sub-arrays of neighboring transducers, each including a plurality of rows and a plurality of columns, the device including, for each sub-array:
a single transmit and/or receive circuit; and
a combiner selector and/or splitter selector circuit configurable to couple any, alone, of the transducers of the sub-array to the transmit and/or receive circuit of the sub-array, or to simultaneously couple a plurality of the transducers of the sub-array to the transmit and/or receive circuit of the sub-array. The device further includes a control circuit adapted to individually controlling the combiner selector and/or splitter selector circuits of the different sub-arrays.-
公开(公告)号:US12051134B2
公开(公告)日:2024-07-30
申请号:US17194946
申请日:2021-03-08
申请人: University of Iowa Research Foundation , Shandong University , Shandong Public Health Clinical Center , Rensselaer Polytechnic Institute
发明人: Wenxiang Cong , Ye Yangbo , Ge Wang , Shuwei Mao , Yingmei Wang
CPC分类号: G06T11/006 , A61B6/032 , G06T11/003 , G06T11/005 , G06T2211/408 , G06T2211/424
摘要: The disclosed apparatus, systems and methods relate to a framelet-based iterative algorithm for polychromatic CT which can reconstruct two components using a single scan. The algorithm can have various steps including a scaled-gradient descent step of constant or variant step sizes; a non-negativity step; a soft thresholding step; and a color reconstruction step.
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公开(公告)号:US12045916B2
公开(公告)日:2024-07-23
申请号:US17110743
申请日:2020-12-03
CPC分类号: G06T11/008 , A61B6/032 , A61B6/4233 , A61B6/466 , G06T11/003 , G06T11/006 , G06T15/08 , G06T2207/10081 , G06T2210/41 , G06T2211/421 , G06T2211/424 , G06T2211/432
摘要: Techniques for computed tomography (CT) image reconstruction are presented. The techniques can include acquiring, by a detector grid of a computed tomography system, detector signals for a location within an object of interest representing a voxel, where each detector signal of a plurality of the detector signals is obtained from an x-ray passing through the location at a different viewing angle; reconstructing a three-dimensional representation of at least the object of interest, the three-dimensional representation comprising the voxel, where the reconstructing comprises computationally perturbing a location of each detector signal of the plurality of detector signals within the detector grid, where the computationally perturbing corresponds to randomly perturbing a location of the x-ray within the voxel; and outputting the three-dimensional representation.
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