Abstract: Disclosed biopsy markers are adapted to serve as localization markers during a surgical procedure. Adaptation includes incorporation of materials detectable under ultrasound during surgery, as well as features for co-registration with image guidance or other real-time imaging technologies during surgery. Such biopsy markers, when used as localization markers, improve patient comfort and reduce challenges in surgical coordination and surgery time. Additional disclosed biopsy markers are adapted to serve as monitoring and/or detection apparatuses. Localization of an implanted marker may be done with ultrasound technology. Ultrasound image data is analyzed to identify the implanted marker. A distance to the marker or a lesion may be determined and displayed. The determined distance may be a distance between the ultrasound probe and the marker or lesion, a distance between the marker or lesion and an incision instrument, and/or a distance between the ultrasound probe and the incision instrument.

Abstract: A method of identifying a location of a region of interest within a breast utilizes compressed location coordinates for the region of interest recorded while the breast is under compression during an x-ray imaging procedure such as mammography or tomosynthesis. The compressed location coordinates are converted to uncompressed location coordinates using a mathematical tissue deformation model. The volume and density of the breast affects how the coordinates are translated for use with an ultrasound imaging system. A system including a computing system in communication with an ultrasound imaging system is utilized to perform the method. The resultant predicted location coordinates of the region of interest are used to guide a healthcare provider to potential lesions that are to be examined using ultrasound, where the potential lesions had been previously identified during a screening mammogram.

Abstract: A tissue holder cap for covering a tissue holder includes a cover having a perimeter, the cover having an outer surface and an inner surface opposite from the outer surface. The cover includes a central portion having an opening configured for receiving a central post of the tissue holder, a first latch extending from the perimeter of the cover, and a second latch extending from the perimeter of the cover, circumferentially spaced apart from the first latch. The cover also includes a first protrusion configured to engage the post of the tissue holder. When the first protrusion engages with the post, each of the first latch and the second latch automatically aligns with one or more of a plurality of tabs on located on a circumferential sidewall of the tissue holder to thereby securely fasten the tissue holder cap onto the tissue holder.

Abstract: Methods and systems for identifying a region of interest in breast tissue utilize artificial intelligence to confirm that a target lesion identified during imaging the breast tissue using a first imaging modality (e.g. x-ray imaging) has been identified using a second imaging modality (e.g. ultrasound imaging). A computing system operating a lesion matching engine utilizes a machine learning classifier algorithm trained on cases of x-ray images and corresponding ultrasound images in which lesions were identified for further analysis. The lesion matching engine analyzes a target lesion identified with x-ray imaging and a potential lesion identified with ultrasound imaging to determine a likelihood that the target lesion is the same as the potential lesion. A confidence level indicator for the lesion match is presented on a display of a computing device to aid a healthcare provider in locating a lesion in breast tissue.

Abstract: An imaging system (100) includes a gantry (126) and a compression arm assembly (104). The compression arm assembly (104) including a support arm (122) supporting a compression paddle (108), a platform (106), and an x-ray receptor (114). An x-ray tube head (124) includes an x-ray source (120). A patient shield system (138) is disposed between the compression paddle (108) and the x-ray source (120). The patient shield system (138) includes an arm (142), a carrier (144), a shield (140), and at least one leg (416, 450, 475, 502) supporting the shield (140) on the carrier (144). A 0° tube head angle is defined as the x-ray source (120) being orthogonal to the support platform (106), and the at least one leg (416, 450, 475, 502) is positioned on the support arm (122) such that the at least one leg (416, 450, 475, 502) is between a ±8° and ±15° tube head angle.

Abstract: X-ray images generated by a biopsy tissue handling apparatus are selectively modified to emphasize areas of interest and deemphasize or eliminate image areas that are distracting, impair view attention and/or contribute to eye fatigue, An image processor executes image masks based on a geometric configuration of a portion of a specimen tray including a storage compartment with tissue specimen, A compartment mask executes on a portion of X-ray image depicting storage compartment including tissue specimen. Compartment mask boundary substantially corresponds to a contour of compartment. Partial structure mask executes on a portion of X-ray image depicting respective walls of specimen tray and storage compartment. Partial structure mask boundary extends along respective lengths and partially through respective walls of specimen tray.

Abstract: A compression paddle with a plurality of markers is advanced towards a patient's breast which has been positioned on a support platform for an imaging procedure. An initial position of the compression paddle is detected relative to the support platform when a portion of the breast is contacted. An initial marker is identified which is associated with a feature of the breast when the compression paddle is in the initial position. A compression target marker is based at least in part on the initial position and the initial marker.

Abstract: A method for processing breast tissue image data includes processing the image data to generate a set of image slices collectively depicting the patient's breast; for each image slice, applying one or more filters associated with a plurality of multi-level feature modules, each configured to represent and recognize an assigned characteristic or feature of a high-dimensional object; generating at each multi-level feature module a feature map depicting regions of the image slice having the assigned feature; combining the feature maps generated from the plurality of multi-level feature modules into a combined image object map indicating a probability that the high-dimensional object is present at a particular location of the image slice; and creating a 2D synthesized image identifying one or more high-dimensional objects based at least in part on object maps generated for a plurality of image slices.

Abstract: An automated system for processing a sample contained in a liquid sample container includes an automated tool head configured to rotate about a first axis, and to translate along a second axis different than the first axis, a pipettor carried by the tool head, the pipettor having a pipette tip engaging member configured to releasably engage pipette tips, and a supplemental container holder configured for holding a supplemental container, the tool head configured to automatically position the pipette tip engaging member into a position in which an engaged pipette tip is inserted into a sample container held in the sample container holder, and into a position in which an engaged pipette tip is inserted into a supplemental container held in the supplemental container holder, through one or both of rotation of the tool head about the first axis and translation of the tool head along the second axis.

Abstract: An adapter for securing a biopsy guidance module to a breast imaging system includes an adapter body which includes a first side and an opposite second side. An armature extends from the first side of the body. A latch mechanism is disposed proximate an end of the armature distal from the first side of the body. The latch mechanism includes an adapter latch and an actuator. The adapter latch is configured to engage an interface on the breast imaging system. The actuator is engaged with the adapter latch to move the adapter latch from an unlocked position to a locked position. In the locked position, the adapter latch is releasably engaged with the interface. A keeper is disposed on the second side of the body. The keeper is configured to receive a module latch from the biopsy guidance module.

Abstract: A method and system for creating a dynamic self-learning medical image network system, wherein the method includes receiving, from a first node initial user interaction data pertaining to one or more user interactions with the one or more initially obtained medical images; training a deep learning algorithm based at least in part on the initial user interaction data received from the node; and transmitting an instance of the trained deep learning algorithm to the first node and/or to one or more additional nodes, wherein at each respective node to which the instance of the trained deep learning algorithm is transmitted, the trained deep learning algorithm is applied to respective one or more subsequently obtained medical images in order to obtain a result.

Abstract: Methods and systems for identifying a region of interest in breast tissue use artificial intelligence to confirm that a target lesion identified during initial imaging the breast tissue has been identified in a subsequent imaging session. A computing system operating a lesion matching engine uses a machine learning classifier algorithm trained on cases of initial and subsequent two-dimensional or three-dimensional images of lesions. The lesion matching engine analyzes a target lesion identified with initial and a potential lesion identified with current imaging to determine a likelihood that the target lesion is the same as the potential lesion. A confidence level indicator for the lesion match is presented on a display of a computing device to aid a healthcare provider in locating a lesion in breast tissue.

Abstract: A hybrid image based on different tissue specimen images is generated to compensate for blood and other fluids that interfere with imaging. Specimen is deposited into tray with fluid. X-ray and camera imaging devices acquire images of specimen and fluid. X-ray and optical images are processed for generation of hybrid image. Transparency modifications allow for multiple and different images to contribute to depiction of specimen edges or boundaries that would otherwise appear less clear in x-ray image due to interfering fluid. Transparency modifications in hybrid image also provide for sufficiently high transparency in certain optical image portions that would otherwise be opaque so that objects of interest depicted in x-ray image but not optical image are visible.

Abstract: A tissue holder assembly includes: a base comprising a bottom member, a central hub extending upwardly from the bottom member, and a circumferential sidewall extending upwardly from the bottom member radially spaced apart from the hub, the circumferential sidewall surrounding the hub and defining an interior region configured for accommodating a cylindrical tissue holder; the base further comprising a raised platform spaced upwardly apart from the bottom member, the central hub extending through a central opening of the platform and configured for supporting the tissue holder; the bottom member, the hub, and the circumferential sidewall collectively defining an annular fluid channel underlying the platform; wherein the fluid channel extends around the hub from an opening in the platform to a fluid exit port in the circumferential sidewall; the base further comprising a flow comb underlying the platform opening and extending into the fluid channel.

Abstract: A tube arm assembly is rotatably connected to the floor mounted gantry of a breast imaging system. A support arm connected to the tube arm assembly can be independently rotated and positioned in a first angle, second angle, and a level position. A compression arm is configured to support a breast compression paddle and is linearly positionable on the support arm. Display screens and a sensor are disposed on an upper surface of the compression arm. Based on a signal received from the sensor, a controller is configured to change the read-ready orientation of each arm display.

Abstract: A system for visualizing and guiding a surgical device having a first imaging device of a first type and has a first image output. The first imaging device is positioned to image an area being subject to surgery. A second imaging device of a second type has a second image output. The second imaging device is positioned to image an area being subject to surgery. A computer is coupled to receive the first and second image outputs and a computer software program, resident in the computer receives and displays information received from the surgical device and/or for guiding the operation of the surgical device and for generating a graphic user interface including selectable menu and submenu items. The surgical device is coupled to the computer.

Abstract: A compression assembly is coupled to the gantry of an ultrasound breast imaging system. The compression assembly includes a pair of compression paddles mounted on a positioning track. Each compression paddle houses a transducer and has a compression material surface for patient contact. A motor moves the compression paddles along the positioning track to immobilize the breast for ultrasound imaging.

Abstract: A method of imaging a breast of a patient with a breast imaging system includes supporting the breast on a breast support platform. A compressive force is applied to the breast with a breast immobilization element including a rigid substrate, a foam compressive element secured below the rigid substrate, and a force sensor. The foam compressive element is in contact with the breast during application of the compressive force. A force signal is detected at the force sensor based on the applied compressive force. A compressed thickness of the breast proximate the force sensor is determined based at least in part on the detected force signal at the force sensor. An automatic exposure control is set based at least in part on the determined thickness of the breast proximate the force sensor.

Abstract: A uterine fibroid tissue removal device includes an inner tube disposed within an outer tube and configured to be translated and rotated relative to the outer tube, and a separately formed unitary distal tip member attached to a distal end of the inner tube, such that the distal tip member translates and rotates relative to the outer tube along with the inner tube, wherein a distal facing open cutting end of the distal tip member in fluid communication with an axial lumen of the distal tip member translates across a tissue resection window in a sidewall of the outer tube so as to sever tissue extending therethrough, the distal tip member axial lumen being in fluid communication with an axial lumen of the inner tube, wherein an outer diameter of the distal tip member is greater than an outer diameter of the inner tube.

Abstract: A specimen radiography system may include a controller and a cabinet. The cabinet may include an x-ray source, an x-ray detector, and a specimen drawer disposed between the x-ray source and the x-ray detector. The specimen drawer may be automatically positionable along a vertical axis between the x-ray source and the x-ray detector.