EP4078440A4 - Systems and methods for predicting patient outcome to cancer therapy - Google Patents

Systems and methods for predicting patient outcome to cancer therapy Download PDF

Info

Publication number
EP4078440A4
EP4078440A4 EP19956832.0A EP19956832A EP4078440A4 EP 4078440 A4 EP4078440 A4 EP 4078440A4 EP 19956832 A EP19956832 A EP 19956832A EP 4078440 A4 EP4078440 A4 EP 4078440A4
Authority
EP
European Patent Office
Prior art keywords
systems
methods
cancer therapy
patient outcome
predicting patient
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
EP19956832.0A
Other languages
German (de)
French (fr)
Other versions
EP4078440A1 (en
Inventor
Parag Jain
Rajat Roy
Bijay Shankar Jaiswal
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Dhristi Inc
Original Assignee
Dhristi Inc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Dhristi Inc filed Critical Dhristi Inc
Publication of EP4078440A1 publication Critical patent/EP4078440A1/en
Publication of EP4078440A4 publication Critical patent/EP4078440A4/en
Pending legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/0002—Inspection of images, e.g. flaw detection
    • G06T7/0012—Biomedical image inspection
    • G06T7/0014—Biomedical image inspection using an image reference approach
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/23—Clustering techniques
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • G06F18/2413—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on distances to training or reference patterns
    • G06F18/24133—Distances to prototypes
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/20—Image preprocessing
    • G06V10/25—Determination of region of interest [ROI] or a volume of interest [VOI]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/60—Type of objects
    • G06V20/69—Microscopic objects, e.g. biological cells or cellular parts
    • G06V20/695—Preprocessing, e.g. image segmentation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/60—Type of objects
    • G06V20/69—Microscopic objects, e.g. biological cells or cellular parts
    • G06V20/698—Matching; Classification
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10024—Color image
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10064—Fluorescence image
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20081—Training; Learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20084—Artificial neural networks [ANN]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30004—Biomedical image processing
    • G06T2207/30024—Cell structures in vitro; Tissue sections in vitro
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30004—Biomedical image processing
    • G06T2207/30096—Tumor; Lesion
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V2201/00—Indexing scheme relating to image or video recognition or understanding
    • G06V2201/03—Recognition of patterns in medical or anatomical images
EP19956832.0A 2019-12-18 2019-12-18 Systems and methods for predicting patient outcome to cancer therapy Pending EP4078440A4 (en)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/US2019/067114 WO2021126185A1 (en) 2019-12-18 2019-12-18 Systems and methods for predicting patient outcome to cancer therapy

Publications (2)

Publication Number Publication Date
EP4078440A1 EP4078440A1 (en) 2022-10-26
EP4078440A4 true EP4078440A4 (en) 2023-04-12

Family

ID=76477699

Family Applications (1)

Application Number Title Priority Date Filing Date
EP19956832.0A Pending EP4078440A4 (en) 2019-12-18 2019-12-18 Systems and methods for predicting patient outcome to cancer therapy

Country Status (2)

Country Link
EP (1) EP4078440A4 (en)
WO (1) WO2021126185A1 (en)

Family Cites Families (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7774143B2 (en) * 2002-04-25 2010-08-10 The United States Of America As Represented By The Secretary, Department Of Health And Human Services Methods for analyzing high dimensional data for classifying, diagnosing, prognosticating, and/or predicting diseases and other biological states
US7958063B2 (en) * 2004-11-11 2011-06-07 Trustees Of Columbia University In The City Of New York Methods and systems for identifying and localizing objects based on features of the objects that are mapped to a vector
US8737715B2 (en) * 2009-07-13 2014-05-27 H. Lee Moffitt Cancer And Research Institute, Inc. Methods and apparatus for diagnosis and/or prognosis of cancer
US9286672B2 (en) * 2012-01-10 2016-03-15 Rutgers, The State University Of New Jersey Integrated multivariate image-based method for disease outcome predicition

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
ZHU XINLIANG ET AL: "WSISA: Making Survival Prediction from Whole Slide Histopathological Images", 2017 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), IEEE COMPUTER SOCIETY, US, 21 July 2017 (2017-07-21), pages 6855 - 6863, XP033250051, ISSN: 1063-6919, [retrieved on 20171106], DOI: 10.1109/CVPR.2017.725 *

Also Published As

Publication number Publication date
EP4078440A1 (en) 2022-10-26
WO2021126185A1 (en) 2021-06-24

Similar Documents

Publication Publication Date Title
IL277159A (en) Therapeutic cell systems and methods for treating cancer and infectious diseases
EP3784174A4 (en) Systems and methods for heart valve therapy
EP3866919A4 (en) Radiation therapy system and method
EP3809967A4 (en) Systems and methods for physical therapy
EP3710600A4 (en) Systems and methods for predicting the efficacy of cancer therapy
EP3867410A4 (en) Methods for determining treatment for cancer patients
EP3870281A4 (en) Photobiomodulation therapy systems and methods
EP3565558A4 (en) Combination therapy for the treatment of cancer
EP3503952A4 (en) System and method for controlled medical therapy
EP3723772A4 (en) Compositions, methods, kits and systems for cancer treatment and metabolic intervention therapy
EP3782618A4 (en) Method for preventing or treating side effects of cancer therapy
EP3867403A4 (en) Method for quantifying molecular activity in cancer cells of a human tumour
EP4010081A4 (en) Combination therapy for treatment of cancer
ZA202206743B (en) Therapy for the treatment of cancer
EP3775167A4 (en) Methods of cancer treatment using tumor antigen-specific t cells
EP3713576A4 (en) Methods for cancer therapy
EP3972536A4 (en) Systems and methods for heart valve therapy
EP3860610A4 (en) Combination therapy for the treatment of cancer
EP4037541A4 (en) Systems and methods for delivering neuroregenerative therapy and reducing post-operative and chronic pain
EP4013319A4 (en) Cellulite treatment system and methods
EP3897650A4 (en) Combination therapy for the treatment of cancer
EP3605087A4 (en) Method for predicting therapeutic effect and/or recurrence monitoring in cancer patients
EP4007640A4 (en) Combined cancer therapy of anti-galectin-9 antibodies and chemotherapeutics
EP3937776A4 (en) Devices, systems and methods for tissue analysis, location determination and therapy thereof using optical radiation
EP3849544A4 (en) Combination therapy for the treatment of prostate cancer

Legal Events

Date Code Title Description
STAA Information on the status of an ep patent application or granted ep patent

Free format text: STATUS: THE INTERNATIONAL PUBLICATION HAS BEEN MADE

PUAI Public reference made under article 153(3) epc to a published international application that has entered the european phase

Free format text: ORIGINAL CODE: 0009012

STAA Information on the status of an ep patent application or granted ep patent

Free format text: STATUS: REQUEST FOR EXAMINATION WAS MADE

17P Request for examination filed

Effective date: 20220718

AK Designated contracting states

Kind code of ref document: A1

Designated state(s): AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR

REG Reference to a national code

Ref country code: DE

Ref legal event code: R079

Free format text: PREVIOUS MAIN CLASS: G06K0009200000

Ipc: G06T0007000000

DAV Request for validation of the european patent (deleted)
DAX Request for extension of the european patent (deleted)
A4 Supplementary search report drawn up and despatched

Effective date: 20230314

RIC1 Information provided on ipc code assigned before grant

Ipc: G06T 7/10 20170101ALI20230307BHEP

Ipc: G06T 7/00 20060101AFI20230307BHEP