Tools and techniques for estimating a probability that a patient is bleeding or has sustained intravascular volume loss (e.g., due to hemodialysis or dehydration) and/or to estimate a patient’s current hemodynamic reserve index, track the patient’s hemodynamic reserve index over time, and/or predict a patient’s hemodynamic reserve index in the future. Tools and techniques for estimating and/or predicting a patient’s dehydration state. Tools and techniques for controlling a hemodialysis machine based on the patient’s estimated and/or predicted hemodynamic reserve index.

An optical probe comprises three optical elements including at least one light source and at least one light detector. The three optical elements are positioned in a triangular configuration. Three optical fibers are each coupled to one of the three optical elements and have an exposed distal end portion. At least one light shroud is disposed radially around the exposed distal end portions of at least one of the optical fibers coupled to the at least one light source.

To improve visual recognition of a medical practitioner on information displayed on a screen under a shadowless lamp. There is provided an information processing device including: an information acquisition unit that acquires information from an information providing device that provides the information related to quantitative numerical values to be grasped by a medical practitioner involved with a medical practice; an image data generation unit that generates image data related to the acquired information; and a control unit that controls an installation position of a light source irradiating drawing light having illuminance visually recognizable under a shadowless lamp or an operation state of an optical system that scans an irradiation position of the drawing light so as to draw the image data.

Implementations generally relate to surgical scene assessment based on computer vision. In some implementations, a method includes receiving a first image frame of a plurality of image frames associated with a surgical scene. The method further includes detecting one or more objects in the first image frame. The method further includes determining one or more positions corresponding to the one or more objects. The method further includes tracking each position of the one or more objects in other image frames of the plurality of image frames.

A catheter system may include a catheter lumen, first and second electrodes, and a sensor in communication with the first and second electrodes. The sensor may be configured to detect at least one of: a bulk volume of blood within a blood vessel and extravasation of a drug from the blood vessel into soft tissue adjacent the blood vessel. Other catheter systems may include a catheter lumen and a sensing chip coupled to the catheter lumen. The sensing chip may be configured to detect at least one of: a bulk volume of blood within a blood vessel and extravasation of a drug from the blood vessel into soft tissue adjacent the blood vessel.

A method for monitoring diffusion of a fluorescent marker within a region of biological tissue includes observing the marker's diffusion in a series of images captured by a camera and determining whether to display an image based at least in part on the evolution of the marker's spatial distribution as it perfuses through the tissue.

A medical system that includes a temperature scanning device configured to identify and locate blood vessels by obtaining a thermal image from a skin surface where blood flowing within blood vessels beneath the skin surface has been altered to define temperature variations of the skin. The system includes a console configured to communicate with the temperature scanning device, the console including processors and logic that, when executed by the processors, causes operations including defining the thermal image. The system may further include a camera, and/or an ultrasound probe. The thermal image may be portrayed on various forms of a display include augmented reality glasses. The thermal image may be overlayed onto a camera image and/or an ultrasound image.

Systems and methods for image detection during grasping and stapling include an end effector having a first jaw and a second jaw, an imaging sensor mounted to the end effector and configured to capture images of a material graspable by the end effector, and one or more processors coupled to the end effector and the imaging sensor. The one or more processors are configured to receive the images from the imaging sensor, determine one or more properties of the material based on the images, and display the one or more properties of the material on an interface. In some embodiments, the end effector is part of a medical tool and the material is anatomical tissue. In some embodiments, the end effector further includes one or more of a stapling mechanism configured to staple the material or a cutting mechanism configured to cut the material.

Devices, apparatuses, methods, and computer program products are provided for hemorrhage detection. An example sensing device for hemorrhage detection includes a blood selective layer that includes a permeable film and an iron selective conductive circuit supported by the permeable film. The sensing device further includes a controller operably coupled with the blood selective layer. The controller is configured to supply a current to the iron selective conductive circuit, determine an impedance of the iron selective conductive circuit responsive to blood received by the blood selective layer, and determine an amount of blood received by the blood selective layer based upon the determined impedance. The controller may further compare the determined impedance with an alert threshold and generate an alert signal in an instance in which the determined impedance satisfies the alert threshold.

A cannula assembly for treating a puncture site in a subcutaneous vessel includes a cannula and an elongated sleeve with a bore for receiving the cannula. The elongated sleeve includes a plurality of channels circumferentially spaced about the bore through which at least one of a flow of air can be drawn and a plurality of wires can be advanced to promote the formation of a seal between the elongated sleeve and the subcutaneous vessel around the puncture site. The cannula assembly can further include a plug which can be inserted into the bore of the elongated sleeve following removal of the cannula. A needle for insertion into the subcutaneous vessel includes a rigid shaft with an enlarged segment connected to a hub. The needle and cannula assembly can be utilized in a method for cannulating the subcutaneous vessel.