A method of training a model of a diagnostic apparatus includes providing one or more first tube assemblies of a first type and one or more second tube assemblies of a second type in a diagnostic apparatus; capturing one or more first images of at least a portion of each of the one or more first tube assemblies and the second tube assemblies using the imaging device. Training the model includes identifying tube assemblies of the first type and tube assemblies of the second type based on the one or more first images and the one or more second images. Tubes assemblies of the first type are grouped into a first group and tube assemblies of the second type are grouped into a second group. Other methods and apparatus are disclosed.

A method to handle tubes in a diagnostic laboratory automation system comprising a control device and a tube-analyzing device is presented. The tube-analyzing device comprises a tube identification reader, a tube type recognition unit, a sample color determination unit, and a tube consistence unit. The tube identification reader reads tube identification device. The tube type recognition unit identifies tube type. The sample color determination unit determines sample color. The tube consistence unit determines sample consistency. The sample tube type, the tube type, the sample color, the sample consistency are send to the control device. The control device determines a construed tube type from one or more of the information of the tube type, the sample color, and the sample consistency. The control device checks whether the tube type matches the construed tube type and changes a used tube type from the tube type to the construed tube type.

Systems and methods are described for indirect detection of a missed sample from an autosampler. A method embodiment includes, but is not limited to, drawing a fluid through operation of an autosampler; directing the fluid via a fluid line to a valve of a fluid handling system, the valve including or being adjacent to a sensor to detect a presence or absence of liquid sample; directing the fluid from the valve into a holding line coupled to the valve; determining whether a threshold amount of liquid sample is present in the fluid in the holding line; and when it is determined that liquid sample is present in the fluid in the holding line in an amount less than the threshold amount, transferring a carrier fluid having a marker component to an analytic detector, the marker component present in the carrier fluid in an amount indicative of a missed sample.

Systems and methods of identifying reagents loaded into a fluid handling system can comprise programming a protocol for preparing a sample into a controller of the fluid handling system, loading multiple reagent vessels into a carousel of the fluid handling system, imaging individual labels of the multiple reagent vessels with an imaging device to produce label images, comparing information in the label images to identification information located in a database in communication with the controller, and determining if appropriate reagents have been loaded into the carousel to perform the protocol. A fluid handling system can include a deck, a tube holder, an imaging device, a pipettor, a non-transitory computer-readable storage medium and a processor configured to perform the method.

Provided is an automatic analysis device in which even an operator can easily identify the type of processing and the type of individual and erroneous setting hardly occurs.

A vessel holder for holding a sample vessel, a reading unit for reading an identification area formed in the vessel holder, and a control unit for performing processing based on information read by the reading unit are included, in which the control unit identifies the type of processing based on the type of color applied to the identification area, and identifies the type of individual in the sample

A system is provided for transporting, handling and monitoring samples in a temperature-controlled storage environment. The system includes a handheld carrier configured to transfer samples to and from a temperature-controlled storage station and a temperature-controlled container for receiving and housing one or more carriers. The carrier includes an integrated sample identification and temperature sensing capability configured to monitor a thermal history of one or more samples during transport, handling and storage including as the samples are conveyed between the temperature-controlled storage environment and the temperature-controlled container. That is, the carrier is adapted to be held in the hand during use. A carrier for conveying and monitoring samples during transport, handling and storage is also provided.

A smear system includes smear preparing apparatus that prepares a smear slide and a smear transporting apparatus that transports the smear slide to a smear-image capture apparatus. The smear preparing apparatus includes: a smear preparation part that smeares a sample on a slide; and a smear arrangement part that places smear slides in a smear container. The smear transporting apparatus includes: a smear-container transport part that transports the smear container with the smear slides; an identification-information acquisition part that acquires identification information on whether image capturing by the smear-image capture apparatus is necessary, from each of the smear slides accommodated in the smear container positioned on a transport path of the smear-container transport part; and a smear transfer part that transfers the smear slide whose image is to be captured to the smear-image capture apparatus on the basis of the identification information acquired by the identification-information acquisition part.

Systems are disclosed for dispensing, weighing, identifying, processing, and/or printing tag identifiers for items (e.g., bulk food items). In one embodiment, a storage system includes a scoop bin configured to store a product, wherein the scoop bin has a lid configured to be moved between a closed position and an open position, and wherein the product is configured to be scooped out of the scoop bin by a customer when the lid is in the open position. The system further includes a sensor configured to monitor a movement of the scoop bin, wherein the sensor is configured to transmit a notification to the computing device identifying the movement of the scoop bin. A printer is configured to receive an instruction from the computing device to automatically print a label identifying the product stored in the scoop bin following the computing device receiving the notification of the movement.

A miniaturized chromatographic inspection apparatus capable of optimal light emission and reading control according to the type of marker, and a control method thereof. The apparatus can comprise: a main body; a cartridge tray with a seated immunochromatographic test cartridge, configured to be accommodated in the main body or to be withdrawn to the outside of the main body; a tray driving unit for moving the cartridge tray; an image sensing unit for recognizing a code expression provided on a surface of the cartridge or excitation light generated from the cartridge; a first light source illuminating the code expression provided on the surface of the cartridge; a second light source illuminating a window of the cartridge to generate the excitation light in the cartridge; and a control unit for controlling the tray driving unit, the first and second light source, and processing information acquired from the image sensing unit.

Biological samples are prepared on a slide for physician or veterinarian interpretation in a case of a diagnosis for human or animal diseases. The biological samples are specimens taken from certain areas or body fluids of human or animal. The biological samples are placed on the slide and are made ready for an examination without any process or after physical processes. Physicians or veterinarians diagnose by interpreting the biological samples over a microscope. Digitizing data, usage of data processing techniques and automatic reporting are activities reducing a workforce of expert physicians or veterinarians with a developing technology by abandoning manual methods. As digital pathology and hematology are main technical fields, a system and integrated methods about digitizing, analyzing and storing biological samples are given.