The disclosure herein provides methods, systems, and devices for virtually staining biological tissue for enhanced visualization without use of an actual dye or tag by detecting how each pixel of an unstained tissue image changes in waveform after staining with a certain dye(s) and/or tag(s) or other transformation under a certain electromagnetic radiation source, developing a virtual staining transform based on such detection, and applying such virtual staining transform to an unstained biological tissue to virtually stain the tissue.
Systems and methods for medical imaging and spectroscopy analysis are disclosed. Some embodiments relate to digital staining. Some embodiments relate to digital staining using hyperspectral or multispectral imaging. Some embodiments relate to digital staining using RGB imaging. Some embodiments relate to analysis of other types of medical imaging and spectroscopy. Some embodiments relate to platform for performing analysis of medical imaging and spectroscopy data.
H04N 5/262 - Studio circuits, e.g. for mixing, switching-over, change of character of image, other special effects
G01N 21/17 - Systems in which incident light is modified in accordance with the properties of the material investigated
G01N 21/27 - ColourSpectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands using photo-electric detection
The disclosure herein provides methods, systems, and devices for virtually staining biological tissue for enhanced visualization without use of an actual dye or tag by detecting how each pixel of an unstained tissue image changes in waveform after staining with a certain dye(s) and/or tag(s) or other transformation under a certain electromagnetic radiation source, developing a virtual staining transform based on such detection, and applying such virtual staining transform to an unstained biological tissue to virtually stain the tissue.
A61B 5/00 - Measuring for diagnostic purposes Identification of persons
A61B 5/055 - Detecting, measuring or recording for diagnosis by means of electric currents or magnetic fieldsMeasuring using microwaves or radio waves involving electronic [EMR] or nuclear [NMR] magnetic resonance, e.g. magnetic resonance imaging
G01R 33/56 - Image enhancement or correction, e.g. subtraction or averaging techniques
G06T 5/90 - Dynamic range modification of images or parts thereof
09 - Scientific and electric apparatus and instruments
Goods & Services
Downloadable software for using artificial intelligence algorithms for transforming electronic images of tissue; downloadable software for analyzing electronic signatures of a plurality of portions of electronic images of tissue samples for purposes of transforming the electronic images of tissue samples; downloadable software for electronically transforming colorization of electronic images of tissue; downloadable software for electronically transforming colorization of electronic images of tissue samples; downloadable software for electronically transforming colorization of electronic images of tissue for medical and research purposes
42 - Scientific, technological and industrial services, research and design
Goods & Services
Providing online non-downloadable software for using artificial intelligence algorithms for transforming electronic images of tissue; providing online non-downloadable software for analyzing electronic signatures of a plurality of portions of electronic images of tissue samples for purposes of transforming the electronic images of tissue samples; providing online non-downloadable software for electronically transforming colorization of electronic images of tissue; providing online non-downloadable software for electronically transforming colorization of electronic images of tissue samples; providing online non-downloadable software for electronically transforming colorization of electronic images of tissue for medical and research purposes
42 - Scientific, technological and industrial services, research and design
Goods & Services
Providing online non-downloadable software for using artificial intelligence algorithms for transforming electronic images of tissue; providing online non-downloadable software for analyzing electronic signatures of a plurality of portions of electronic images of tissue samples for purposes of transforming the electronic images of tissue samples; providing online non-downloadable software for electronically transforming colorization of electronic images of tissue; providing online non-downloadable software for electronically transforming colorization of electronic images of tissue samples; providing online non-downloadable software for electronically transforming colorization of electronic images of tissue for medical and research purposes
09 - Scientific and electric apparatus and instruments
42 - Scientific, technological and industrial services, research and design
Goods & Services
Downloadable computer software for processing digital images of tissue samples for digital staining; downloadable software for digitally dyeing and transforming electronic images of tissue; downloadable software for digitally dyeing and transforming elec-tronic images of tissue samples; downloadable software for digitally dyeing and trans-forming electronic images of tissue for medical and research purposes. Software as a service for processing digital images of tissue samples for digital staining; providing online non-downloadable software for digitally dyeing and transforming electronic images of tissue; providing online non-downloadable software for digitally dyeing and transforming electronic images of tissue samples; providing online non-downloadable software for digitally dyeing and transforming electronic images of tissue for medical and re-search purposes.
42 - Scientific, technological and industrial services, research and design
44 - Medical, veterinary, hygienic and cosmetic services; agriculture, horticulture and forestry services
Goods & Services
Electronic transmission of electronic images of digitally stained tissue samples Software as a service (SAAS) services featuring software for generating electronic images by digitally staining tissue samples and analyzing digitally stated images; electronic storage of digital images of tissue samples; Medical research examination analysis of electronic images of digitally stained tissue samples; medical research monitoring and reporting services based on analysis of electronic images of digitally stained tissue samples Medical diagnostic and treatment examination analysis of electronic images of digitally stained tissue samples; medical diagnostic monitoring and reporting services based on analysis of electronic images of digitally stained tissue samples
42 - Scientific, technological and industrial services, research and design
44 - Medical, veterinary, hygienic and cosmetic services; agriculture, horticulture and forestry services
Goods & Services
Electronic transmission of electronic images of digitally stained tissue samples Software as a service (SAAS) services featuring software for generating electronic images by digitally staining tissue samples and analyzing digitally stated images; electronic storage of digital images of tissue samples; Medical research examination analysis of electronic images of digitally stained tissue samples; medical research monitoring and reporting services based on analysis of electronic images of digitally stained tissue samples Medical diagnostic and treatment examination analysis of electronic images of digitally stained tissue samples; medical diagnostic monitoring and reporting services based on analysis of electronic images of digitally stained tissue samples
09 - Scientific and electric apparatus and instruments
42 - Scientific, technological and industrial services, research and design
Goods & Services
Downloadable computer software for processing digital images of tissue samples for digital staining; downloadable software for digitally dyeing and transforming electronic images of tissue; downloadable software for digitally dyeing and transforming electronic images of tissue samples; downloadable software for digitally dyeing and transforming electronic images of tissue for medical and research purposes Software as a service services featuring software for processing digital images of tissue samples for digital staining; Providing online non-downloadable software for digitally dyeing and transforming electronic images of tissue; Providing online non-downloadable software for digitally dyeing and transforming electronic images of tissue samples; providing online non-downloadable software for digitally dyeing and transforming electronic images of tissue for medical and research purposes
Systems and methods for medical imaging and spectroscopy analysis are disclosed. Some embodiments relate to digital staining. Some embodiments relate to digital staining using hyperspectral or multispectral imaging. Some embodiments relate to digital staining using RGB imaging. Some embodiments relate to analysis of other types of medical imaging and spectroscopy. Some embodiments relate to platform for performing analysis of medical imaging and spectroscopy data.
G06T 7/32 - Determination of transform parameters for the alignment of images, i.e. image registration using correlation-based methods
G01N 21/27 - ColourSpectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands using photo-electric detection
The disclosure herein provides methods, systems, and devices for virtually staining biological tissue for enhanced visualization without use of an actual dye or tag by detecting how each pixel of an unstained tissue image changes in waveform after staining with a certain dye(s) and/or tag(s) or other transformation under a certain electromagnetic radiation source, developing a virtual staining transform based on such detection, and applying such virtual staining transform to an unstained biological tissue to virtually stain the tissue.
G06T 7/90 - Determination of colour characteristics
A61B 5/055 - Detecting, measuring or recording for diagnosis by means of electric currents or magnetic fieldsMeasuring using microwaves or radio waves involving electronic [EMR] or nuclear [NMR] magnetic resonance, e.g. magnetic resonance imaging
G01R 33/56 - Image enhancement or correction, e.g. subtraction or averaging techniques
09 - Scientific and electric apparatus and instruments
42 - Scientific, technological and industrial services, research and design
Goods & Services
Downloadable software for digitally dyeing and transforming electronic images of tissue; downloadable software for digitally dyeing and transforming electronic images of tissue samples; downloadable software for digitally dyeing and transforming electronic images of tissue for medical and research purposes Providing online non-downloadable software for digitally dyeing and transforming electronic images of tissue; Providing online non-downloadable software for digitally dyeing and transforming electronic images of tissue samples; providing online non-downloadable software for digitally dyeing and transforming electronic images of tissue for medical and research purposes
09 - Scientific and electric apparatus and instruments
42 - Scientific, technological and industrial services, research and design
Goods & Services
Downloadable software for digitally dyeing and transforming electronic images of tissue; downloadable software for digitally dyeing and transforming electronic images of tissue samples; downloadable software for digitally dyeing and transforming electronic images of tissue for medical and research purposes Providing online non-downloadable software for digitally dyeing and transforming electronic images of tissue; Providing online non-downloadable software for digitally dyeing and transforming electronic images of tissue samples; providing online non-downloadable software for digitally dyeing and transforming electronic images of tissue for medical and research purposes
15.
Devices, systems, and methods for virtual staining
The disclosure herein provides methods, systems, and devices for virtually staining biological tissue for enhanced visualization without use of an actual dye or tag by detecting how each pixel of an unstained tissue image changes in waveform after staining with a certain dye(s) and/or tag(s) or other transformation under a certain electromagnetic radiation source, developing a virtual staining transform based on such detection, and applying such virtual staining transform to an unstained biological tissue to virtually stain the tissue.
G01R 33/56 - Image enhancement or correction, e.g. subtraction or averaging techniques
A61B 5/055 - Detecting, measuring or recording for diagnosis by means of electric currents or magnetic fieldsMeasuring using microwaves or radio waves involving electronic [EMR] or nuclear [NMR] magnetic resonance, e.g. magnetic resonance imaging
16.
Devices, systems, and methods for virtual staining
The disclosure herein provides methods, systems, and devices for virtually staining biological tissue for enhanced visualization without use of an actual dye or tag by detecting how each pixel of an unstained tissue image changes in waveform after staining with a certain dye(s) and/or tag(s) or other transformation under a certain electromagnetic radiation source, developing a virtual staining transform based on such detection, and applying such virtual staining transform to an unstained biological tissue to virtually stain the tissue.
G01R 33/56 - Image enhancement or correction, e.g. subtraction or averaging techniques
A61B 5/055 - Detecting, measuring or recording for diagnosis by means of electric currents or magnetic fieldsMeasuring using microwaves or radio waves involving electronic [EMR] or nuclear [NMR] magnetic resonance, e.g. magnetic resonance imaging
17.
Devices, systems, and methods for virtual staining
The disclosure herein provides methods, systems, and devices for virtually staining biological tissue for enhanced visualization without use of an actual dye or tag by detecting how each pixel of an unstained tissue image changes in waveform after staining with a certain dye(s) and/or tag(s) or other transformation under a certain electromagnetic radiation source, developing a virtual staining transform based on such detection, and applying such virtual staining transform to an unstained biological tissue to virtually stain the tissue.
