A method for evaluating a gastrointestinal tract may include characterizing one or more disease parameters using objective measures obtained from imaging data of a gastrointestinal tract. The one or more disease parameters reflect a measure of at least one of lesions, ulcers, bleeding, stenosis, and vasculature. The method may also include using the one or more characterized disease parameters to classify a disease state.

In accordance with some non-limiting examples of the disclosed subject matter, an ingestible system configured to acquire physiological information from an interior of a subject is provided, comprising a substrate and at least one physiological sensor. The at least one physiological sensor can be coupled to the substrate and configured to capture physiological data from at least one of an internal area or an orientation in a digestive tract of the subject. The system can include a controller coupled to the substrate and configured to receive the physiological data and prepare the physiological data for one of transmission from the subject or analysis of the physiological data. The substrate, including the at least one physiological sensor and the controller coupled thereto can be configured to self-orient within the digestive tract of the subject, during ingestion of the system by the subject. The substrate can additionally orient the at least one physiological sensor in the at least one of the internal area or the orientation in the digestive tract of the subject.

A system is provided for monitoring patients with dysphagia, or swallowing impairments, that monitors muscle movement during intensive swallowing exercises to provide adjuvant visual feedback from surface electromyography.

A prescription digital therapeutic (PDT) system is provided to patients/users suffering from gastrointestinal (GI) and/or inflammatory health conditions, wherein the PDT system allows guided behavioral therapy and skills training to be administered in a convenient and flexible, yet structured fashion, via a system associated with an application such as a mobile application. Guided behavioral therapy technologies may be based at least in part on cognitive behavioral therapy (CBT) techniques to allow for development of a skillset for treating gastrointestinal (GI) and/or inflammatory diseases, disorders and/or conditions, and for managing stress and/or other psychological symptoms associated with such diseases, disorders and/or conditions. Patient interactions with the PDT system are monitored to control progression through the system content and to continually refine one or more personalized intervention regimens associated with the guided behavioral therapy.

Disclosed herein is a non-transitory computer-readable media having computer-executable instructions thereon. When executed by the processor of a mobile computing device, the computer-executable instructions cause the processor to wirelessly communicatively couple the mobile computing device to a GI sensor (optionally by displaying instructions on a pairing screen), display a sensor placement screen that instructs the user to place the GI sensor on a body of a patient, prompts the user to administer a GI agent into the body of the patient; transmit a signal from the mobile computing device to the GI sensor to cause the GI sensor to initiate collection of light absorbance data for calculating GI function of the patient; receive light absorbance data from the GI sensor, and store the received light absorbance data.

Sampling systems and methods for non-invasive sampling of inner-colonic microbiome and its potential derivatives are provided. The sampling systems may operate in fluid communication with a large intestine cleansing system and comprise an electromechanical sampling device configured to collect at least a part of large intestine contents drained by the cleansing system. The electromechanical sampling device may comprise a collection unit configured to collect at least one sample from the contents, and an electromechanical robotic unit configured to move the collection unit to and from a sampling position and to manipulate the collection unit into a respective casing, to deposit the sample(s). Sampling methods may comprise optically monitoring drained contents of the large intestine, characterizing the optically-monitored (and possibly spectrally analyzed) drained contents to determine sampling times, and sampling the drained contents according to the characterization.

Articles for rapid release of components including, for example, quick release capsules, are generally provided. Advantageously, in some embodiments, the articles described herein may be configured to prevent fluid from contacting a component h contained therein (e.g., tissue interfacing component) or payload contained therein until a desired time, e.g., the time at which the component is configured to release from the article to a location internal to a subject (e.g., localize to a tissue wall in the subject). In some embodiments, the article comprises a first compartment and a second compartment not in fluid communication with the first compartment. In some embodiments, the first compartment and second compartment are fluidically isolated. For example, in some cases, the first compartment comprises a mechanism for releasing a component contained within the article and the second compartment comprises the component.

An elongated device and a system that at the same time allow acquisition of temperature-related data of high spatial and temporal resolution from hollow structures together with other relevant data of physical or chemical variables. In a preferred embodiment infrared or visible light sensors are used to obtain thermal or color images from the inner surface during imposed change of the temperature in the lumen of the hollow structure. The disclosure makes it possible to evaluate thermal variations when the inner surface returns to pre-change thermal conditions. High-resolution data can be obtained with the disclosure. The disclosure further includes a system with rotators, injection pumps, a control unit and display operably coupled to one or more of the data acquisition and processing system.

A diagnostic assistance method for a disease based on an endoscopic image of a digestive organ with use of a convolutional neural network (CNN) trains the CNN using a first endoscopic image of the digestive organ and at least one final diagnosis result of the positivity or the negativity for the disease in the digestive organ, or information corresponding to a severity level, the final diagnosis result being corresponding to the first endoscopic image, and the trained CNN outputs at least one of a probability of the positivity and/or the negativity for the disease in the digestive organ, a severity level of the disease, or a probability corresponding to the invasion depth (infiltration depth) of the disease, based on a second endoscopic image of the digestive organ.

Systems and methods are disclosed that facilitate providing guidance to a user during performance of a program or routine using a personalized avatar. In an aspect, a system includes a reception component configured to receive biochemical information about a physiological state or condition of a user, including information identifying a presence or a status of one or more biomarkers. The system further includes an analysis component configured to determine or infer one or more characteristics of the physiological state or condition of the user based on the information identifying the presence or the status of the one or more biomarkers, and a visualization component configured to adapt an appearance of an avatar presented to the user based on the one or more characteristics to reflect the one or more characteristics.