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41. 发明申请

WO2021113314A1 METHODS AND APPARATUS FOR ANALOG CANCELER TUNING USING NEURAL NETWORKS 审中-公开
公开(公告)号：WO2021113314A1
公开(公告)日：2021-06-10
申请号：PCT/US2020/062823
申请日：2020-12-02
申请人： MASSACHUSETTS INSTITUTE OF TECHNOLOGY
发明人： KOLODZIEJ, Kenneth, E. , COOKSON, Aidan, U. , PERRY, Bradley, T.
IPC分类号： H04L25/03 , H04L27/26 , G06K9/00 , G06K9/00496 , G06K9/6271 , G06V10/82 , H04B1/123 , H04B1/48 , H04B1/525 , H04B17/345 , H04L5/1461
摘要： A network device includes a transceiver configured to concurrently transmit signals and receive signals within a single frequency band resulting in radio-frequency signal interference. The device includes an analog canceler configured to mitigate the signal interference. The device includes a neural network that receives data that describes characteristics of the signal interference and provides coefficients for the analog canceler as outputs. The neural network-generated coefficients are applied to the analog canceler which uses them to cancel the signal interference.

42. 发明申请

WO2021041849A8 SYSTEMS AND METHODS FOR DOWNHOLE IMAGING THROUGH A SCATTERING MEDIUM 审中-公开
公开(公告)号：WO2021041849A8
公开(公告)日：2021-03-04
申请号：PCT/US2020/048460
申请日：2020-08-28
申请人： BAKER HUGHES OILFIELD OPERATIONS LLC
发明人： DIFOGGIO, Rocco
IPC分类号： G01V8/02 , G06K9/62 , H04N5/225 , G06K9/20 , G06K9/00771 , G06K9/2036 , G06K9/40 , G06K9/6256 , G06K9/6271 , H04N2005/2255 , H04N5/2253
摘要： A system for downhole optical imaging includes a housing (208) forming at least a portion of a tool string (112). The system also includes a source (212) arranged within the housing (208), the source (212) emitting light through a window (210) formed in the housing (208). The system further includes an imager (214) arranged within the housing (208), the imager (214) receiving imaging data through the window (210). The system also includes a control system (504) communicatively coupled to the imager (214), the control system (504) processing the image data using one or more algorithms, the one or more algorithms modifying the imaging data based at least in part on a scattering material (218) surrounding the housing (208).

43. 发明申请

WO2022053685A2 A SCORING METHOD FOR AN ANTI-B7H4 ANTIBODY-DRUG CONJUGATE THERAPY 审中-公开
公开(公告)号：WO2022053685A2
公开(公告)日：2022-03-17
申请号：PCT/EP2021/075116
申请日：2021-09-13
申请人： MEDIMMUNE LIMITED
发明人： SCHMIDT, Guenter , BRIEU, Nicolas , SPITZMUELLER, Andreas , KAPIL, Ansh , TAN, Tze, Heng , WORTMANN, Philipp
IPC分类号： G06K9/00 , C07K16/28 , C07K16/30 , G06K9/62 , C07K16/2827 , G06K9/6215 , G06K9/6271 , G06K9/6292 , G06V10/454 , G06V20/695 , G06V20/698
摘要： The present invention relates to a method for predicting how a cancer patient will respond to an antibody drug conjugate (ADC) therapy involving computing a predictive response score based on single-cell ADC scores for each cancer cell. For each cancer cell, a single-cell ADC score is computed based on the staining intensities of the dye in the membrane and cytoplasm of the cancer cell and in the membranes and cytoplasms of neighboring cancer cells. The present invention also relates to predicting a response of a cancer patient to ADC therapy by aggregating all single-cell ADC scores of the tissue sample using a statistical operation, and the subsequent treatment of cancer with related antibody-drug conjugates.

44. 发明申请

WO2021259726A1 IMAGING A HOLLOW ORGAN 审中-公开
公开(公告)号：WO2021259726A1
公开(公告)日：2021-12-30
申请号：PCT/EP2021/066218
申请日：2021-06-16
申请人： KONINKLIJKE PHILIPS N.V.
发明人： SCHWARTZ, Yitzhack , IBRAGIMOV, Zalman , BEN DAVID, Yehonatan , DICHTERMAN, Eli
IPC分类号： A61B5/06 , G06T19/00 , G06K9/00 , A61B5/0538 , A61B5/283 , A61B5/00 , G06K9/62 , A61B5/0044 , A61B5/065 , G06K9/6271 , G06T2210/56 , G06V10/757 , G06V10/82 , G06V20/64 , G06V2201/031
摘要： The present invention relates to imaging a hollow organ. In order to provide an improved and facilitated imaging of a hollow organ of interest, a device (10) for providing three-dimensional data of a hollow organ is provided that comprises a measurement input (12), a data processor (14) and an output interface (16). The measurement input is configured to receive a plurality of local electric field measurements (18) of at least one electrode on a catheter inserted in a lumen of a hollow organ of interest. The measurement input is also configured to receive geometrical data (20) representative of the location of the at least one electrode inside the lumen during the measurements. The data processor is configured to receive pre-set electric field characteristics (22) associated with predetermined anatomical landmarks of the hollow organ expectable in the lumen in dependency of a type of the hollow organ. The data processor is also configured to compare at least one of the plurality of local electric field measurements with the pre-set electric field characteristics to determine matching electric field measurements. The data processor is further configured to allocate local electric field measurements to matching electric field characteristics based on the geometrical data to identify anatomical landmarks of the hollow organ by identifying those local field measurements in the plurality of measurements that correspond to landmarks of the hollow organ. The data processor is still further configured to generate a three- dimensional image data cloud (24) by transforming the allocated electric field measurements into portions of the three-dimensional image data cloud based on the identified anatomical landmarks. The output interface is configured to provide the three-dimensional image data cloud.

45. 发明申请

WO2021258081A1 SYSTEMS AND METHODS FOR DIRECTLY PREDICTING CANCER PATIENT SURVIVAL BASED ON HISTOPATHOLOGY IMAGES 审中-公开
公开(公告)号：WO2021258081A1
公开(公告)日：2021-12-23
申请号：PCT/US2021/040726
申请日：2021-07-07
申请人： VERILY LIFE SCIENCES LLC
发明人： HEDGE, Narayan , LIU, Yun , MERMEL, Craig , STEINER, David F. , WULCZYN, Ellery , CHEN, Po-Hsuan Cameron , STUMPE, Martin , XU, Zhaoyang , SADHWANI, Apaar
IPC分类号： G06K9/62 , G06K9/6271 , G06V2201/03
摘要： One example method includes obtaining one or more histopathology images of a sample from a cancer patient; selecting a plurality of tissue image patches from the one or more histopathology images; determining, by a deep learning system comprising a plurality of trained machine learning (ML) models, a plurality of image features for the plurality of tissue image patch, wherein each tissue image patch is analyzed by one of the trained ML models; determining, by the deep learning system, probabilities of patient survival based on the determined plurality of image features; and generating, by the deep learning system, a prediction of patient survival based on the determined probabilities.

46. 发明申请

WO2021257280A1 BLIND ASSIST EYEWEAR WITH GEOMETRIC HAZARD DETECTION 审中-公开
公开(公告)号：WO2021257280A1
公开(公告)日：2021-12-23
申请号：PCT/US2021/035496
申请日：2021-06-02
申请人： SNAP INC.
发明人： IYENGAR, Venu , PATTON, Russell, Douglas
IPC分类号： A61F9/08 , G09B21/00 , G02B27/01 , G06K9/00 , G02B2027/0138 , G02B2027/014 , G02B27/0093 , G02B27/017 , G02B27/0172 , G06K9/6271 , G06T2207/10028 , G06T7/13 , G06T7/593 , G06T7/60 , G06V10/25 , G06V10/44 , G06V10/454 , G06V10/462 , G06V10/82 , G06V20/20 , G06V40/19 , G06V40/20 , G08B21/02 , G08B3/10 , G09B21/006
摘要： Eyewear with camera-based compensation that improves the user experience of eyewear devices, including for user's having partial blindness or complete blindness. The camera-based compensation uses eyewear cameras and an algorithm to detect geometric features of physical objects, such as edges. An alert is generated when a physical object is detected, such as an aural alert, that may indicate the nearby presence of the physical object, the distance of the object from the eyewear, and the type of object. This type of geometric detection uses less processing power, thus extending battery life.

47. 发明申请

WO2021252712A1 SYSTEMS AND METHODS FOR IDENTIFYING AND SEGMENTING OBJECTS FROM IMAGES 审中-公开
公开(公告)号：WO2021252712A1
公开(公告)日：2021-12-16
申请号：PCT/US2021/036725
申请日：2021-06-10
申请人： ANCESTRY.COM OPERATIONS INC.
发明人： FUJIMOTO, Masaki Stanley , YU, Yen-Yun
IPC分类号： G06K9/42 , G06K9/46 , G06K9/62 , G06K9/6271 , G06N3/08 , G06T2207/20021 , G06T2207/20024 , G06T3/4046 , G06T7/11 , G06V10/32 , G06V10/454 , G06V10/82 , G06V30/414
摘要： Systems and methods for identifying and segmenting objects from images include a preprocessing module configured to adjust a size of a source image; a region-proposal module configured to propose one or more regions of interest in the size-adjusted source image; and a prediction module configured to predict a classification, bounding box coordinates, and mask. Such systems and methods may utilize end-to-end training of the modules using adversarial loss, facilitating the use of a small training set, and can be configured to process historical documents, such as large images comprising text. The preprocessing module within said systems and methods can utilize a conventional image scaler in tandem with a custom image scaler to provide a resized image suitable for GPU processing, and the region-proposal module can utilize a region-proposal network from a single-stage detection model in tandem with a two- stage detection model paradigm to capture substantially all particles in an image.

48. 发明申请

WO2021250065A1 PROCEDE DE SUIVI D'UN MOUVEMENT DENTAIRE 审中-公开
公开(公告)号：WO2021250065A1
公开(公告)日：2021-12-16
申请号：PCT/EP2021/065401
申请日：2021-06-09
申请人： DENTAL MONITORING
发明人： PELLISSARD, Thomas , GHYSELINCK, Guillaume
IPC分类号： A61C7/00 , A61C19/04 , A61B5/103 , G06K9/62 , G06T7/11 , A61B5/1111 , A61B5/7267 , A61C7/002 , G06K9/6256 , G06K9/6271 , G06T2207/10028 , G06T2207/20081 , G06T2207/20084 , G06T2207/30036 , G06T7/0016 , G06V2201/03
摘要： Procédé d'entrainement d'un réseau de neurones destiné à l'analyse d'une situation dentaire d'un patient actualisé, ledit procédé comportant les étapes suivantes : A) création d'une base d'apprentissage historique relative à un organe dentaire et à un attribut spatial associé à l'organe dentaire, la base d'apprentissage historique comportant plus de 1 000 enregistrements historiques, chaque enregistrement historique, relatif à un patient historique respectif, comportant : - un ensemble d'images historiques représentant toutes ledit organe dentaire chez ledit patient historique, dit « organe dentaire historique »; et - une information spatiale comportant, pour le patient historique, un ensemble de valeurs pour ledit attribut spatial, dite « information spatiale historique »; B) entraînement du réseau de neurones, en lui fournissant en entrée lesdits ensembles d'images historiques et en sortie lesdites informations spatiales historiques.

49. 发明申请

WO2021247205A1 SENTIMENT AWARE VOICE USER INTERFACE 审中-公开
公开(公告)号：WO2021247205A1
公开(公告)日：2021-12-09
申请号：PCT/US2021/031720
申请日：2021-05-11
申请人： AMAZON TECHNOLOGIES, INC.
发明人： MADWED, Isaac Joseph , NEMER, Julia Kennedy , KIM, Joo-Kyung , STROM, Nikko , SAUNDERS, Steven Mack , PANFILI, Laura Maggia , JENTOFT, Anna Caitlin , LEE, Sungjin , THOMAS, David , KIM, Young-Bum , GANGA, Pablo Cesar , GUO, Chenlei , TANG, Shuting , YAO, Zhenyu
IPC分类号： G10L15/22 , G10L25/63 , G06F3/16 , G06F40/20 , G06F40/30 , G06K9/00 , G06F3/167 , G06K9/00496 , G06K9/6271 , G06K9/6297 , G06V10/82 , G06V40/16 , G10L15/1815 , G10L15/26 , G10L2015/223 , G10L2015/225 , G10L2015/227
摘要： Described herein is a system for responding to a frustrated user with a response determined based on spoken language understanding (SLU) processing of a user input. The system detects user frustration and responds to a repeated user input by confirming an action to be performed or presenting an alternative action, instead of performing the action responsive to the user input. The system also detects poor audio quality of the captured user input, and responds by requesting the user to repeat the user input. The system processes sentiment data and signal quality data to respond to user inputs.

50. 发明申请

WO2021247075A1 METHOD AND SYSTEM FOR CONTEXT-AWARE DECISION MAKING OF AN AUTONOMOUS AGENT 审中-公开
公开(公告)号：WO2021247075A1
公开(公告)日：2021-12-09
申请号：PCT/US2020/064058
申请日：2020-12-09
申请人： GATIK AI INC.
发明人： NARANG, Gautam , KUMAVAT, Apeksha , NARANG, Arjun , TIEU, Kinh , SMART, Michael , ILIEVSKI, Marko
IPC分类号： G05D1/00 , B60W60/001 , G01C21/30 , G01C21/3407 , G01C21/3461 , G01C21/3673 , G06K9/6227 , G06K9/6259 , G06K9/6271 , G06N20/00 , G06N3/006 , G06N3/0445 , G06N3/0454 , G06N3/08 , G06N7/005 , G06V10/82 , G06V20/56 , G08G1/0112 , G08G1/0129 , G08G1/0133 , G08G1/0145 , G08G1/09623 , G08G1/09626 , H04W4/021
摘要： A system for context-aware decision making of an autonomous agent includes a computing system having a context selector and a map. A method for context-aware decision making of an autonomous agent includes receiving a set of inputs, determining a context associated with an autonomous agent based on the set of inputs, and optionally any or all of: labeling a map; selecting a learning module (context-specific learning module) based on the context; defining an action space based on the learning module; selecting an action from the action space; planning a trajectory based on the action S260; and/or any other suitable processes.

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