The present disclosure relates to the field of devices useful in assessing health and wellness. More particularly, it relates to the use of imaging technology on legs and feet to assess health and wellness.
The ability to track an individual's health and wellness is currently limited to the lack of available data related to personal health. Digital long wave infrared (LWIR) imaging, thermal imaging, near infrared (NIR) imaging, visual imaging, and 3D imaging, have the capacity to uncover important health indicators and trends related to many conditions. While these or other diagnostic tools are available for these conditions, the high cost of frequent doctor's visits and/or scans make these options available only on a very limited and infrequent basis. Thus, they are not widely available to people interested in tracking their own personal wellbeing. Foot and ankle health, particularly inflammation and temperature, which can be measured with infrared sensors, can provide valuable information that would otherwise be unavailable.
Toilets present a fertile environment for locating a variety of useful sensors to detect, analyze, and track trends for multiple health conditions. Locating sensors in such a location allows for passive observation and tracking on a regular basis of daily visits without the necessity of visiting a medical clinic for collection of samples and data. Monitoring trends over time of health conditions supports continual wellness monitoring and maintenance rather than waiting for symptoms to appear and become severe enough to motivate a person to seek care. At that point, preventative care may be eliminated as an option leaving only more intrusive and potentially less effective curative treatments. An ounce of prevention is worth a pound of cure.
Leg and foot health are affected by multiple conditions, including many originating in or affecting other parts of the body. Therefore, monitoring trends in leg and foot health is an effective method of achieving overall wellness care. The following is a non-exclusive list of some of the conditions that may be detected by imaging the feet.
A diabetic foot ulcer is an open sore or wound that occurs in approximately 15 percent of patients with diabetes and is commonly located on the bottom of the foot. Of those who develop a foot ulcer, 6 percent will be hospitalized due to infection or other ulcer-related complications. Diabetes is the leading cause of non-traumatic lower extremity amputations in the United States, and approximately 14-24 percent of patients with diabetes who develop a foot ulcer will require an amputation. Foot ulceration precedes 85 percent of diabetes-related amputations. Research has shown, however, that development of a foot ulcer is preventable.
A bunion is a painful bony bump that develops on the inside of the foot at the big toe joint. Bunions are often referred to as hallux valgus. Bunions develop slowly. Pressure on the big toe joint causes the big toe to lean toward the second toe. Over time, the normal structure of the bone changes, resulting in the bunion bump. This deformity will gradually increase and may make it painful to wear shoes or walk.
Ingrown toenails are a common condition in which the corner or side of a toenail grows into the soft flesh. The result is pain, redness, swelling and, sometimes, an infection. Ingrown toenails usually affect the big toe.
Plantar fasciitis is one of the most common causes of heel pain. It involves inflammation of a thick band of tissue that runs across the bottom of your foot and connects your heel bone to your toes (plantar fascia). Plantar fasciitis commonly causes stabbing pain that usually occurs with your first steps in the morning. As you get up and move more, the pain normally decreases, but it might return after long periods of standing or after rising from sitting.
Hammertoe and mallet toe are foot deformities that occur due to an imbalance in the muscles, tendons or ligaments that normally hold the toe straight. The type of shoes you wear, foot structure, trauma and certain disease processes can contribute to the development of these deformities. A hammertoe has an abnormal bend in the middle joint of a toe. Mallet toe affects the joint nearest the toenail. Hammertoe and mallet toe usually occur in your second, third and fourth toes.
Athlete's foot (tinea pedis) is a fungal infection that usually begins between the toes. It commonly occurs in people whose feet have become very sweaty while confined within tightfitting shoes. Signs and symptoms of athlete's foot include a scaly rash that usually causes itching, stinging and burning. Athlete's foot is contagious and can be spread via contaminated floors, towels or clothing.
Gout is an illness that tends to affect the joints. It is accompanied by rather obvious pain and swelling and generally results from the presence of purine. Purine is found in a number of meats and contributes to high levels of uric acid, which in turn leads to gout when too much uric acid begins to stockpile in the joints and damage the body.
Thin, reddish-brown lines under the toenails are generally splinter hemorrhages. The appearance of splinter hemorrhages is not always an indicator of a serious problem, because they can, in fact, appear if the nails have been injured, but sometimes they are. Splinter hemorrhages are potentially the result of damaged blood vessels, generally from clots, and can reveal serious problems with the heart. Specifically, they can indicate endocarditis, which is an infection of the heart's lining; generally, endocarditis results from other heart conditions, or other heart-related issues.
Clubbed digits start out thin and then balloon into large spherical shapes. While this condition can appear somewhat comical, it could also reveal the presence of a serious illness, namely lung cancer or other lung problems. Problems with the lungs affect the digits because when the lungs are unwell, vascular resistance is decreased, which leads to a massive increase in blood flow to the extremities. this results in the swelling of tissue.
Irregular depressions or discoloration in the toenails may be a sign of psoriasis. Psoriasis may affect the skin or the nails although it affects the skin primarily. But it is possible to have a nail specific infection. Patches of white on your nails may be another indication. This is also true if your nails become tender and painful.
Koilonychia causes spoon-like depressions in the toenails. Koilonychia describes a nail that is concave, such that the entire nail is rounded and bent upward, much like a spoon. The most common cause for the formation of such nails is iron deficiency. However, there are other causes as well, including a surplus of iron in the body, as well as lupus.
Melanoma is a type of skin cancer that can be characterized by a long dark streak under the nail stretching from the base to the very tip. Generally, it will be both longer and thicker than splinter hemorrhage lines, and will be solitary, as compared to numerous thinner, shorter lines of splinter hemorrhages. While melanoma is relatively rare, it is the most serious form of skin cancer, tends to affect people of color more, and warrants seeking immediate treatment.
An increase in the height of foot arches may be the result of nerve damage. One possibility is a neurological condition known as Charcot-Marie-Tooth (CMT). It's a hereditary disorder that can result in damage to the peripheral nerves. Since the nerves connect to every part of the body, this can lead to problems in the feet, including numbness, muscle loss, and trouble with balance. These problems tend not to be limited to just the feet, however. Victims of CMT have been known to eventually experience similar issues in their arms and hands as well.
You have flatfeet when the arches on the inside of your feet are flattened, allowing the entire soles of your feet to touch the floor when you stand up. A common and usually painless condition, flatfeet can occur when the arches don't develop during childhood. In other cases, flatfeet develop after an injury or from the simple wear-and-tear stresses of age. If pain develops, custom orthotics may be needed.
Computer Vision (“CV”) is a field of artificial intelligence that involves computers learning to view, interpret, and understand the visual world. It uses images from digital cameras and learning algorithms, computers use image processing to view multiple images and learn how to accurately recognize, identify, and classify object. CV is used in a variety of fields to identify things such as manufacturing defects, counterfeit currency, and early signs of disease in plants. Computer vision can be used to extract information from digital images to make decisions and take actions.
The use of imaging and temperature sensors to examine feet for health and wellness indicators is documented in the scientific literature. Examples include: Infrared Thermal Imaging for Automated Detection of Diabetic Foot Complications, Jaap J. van Netten et al., J. D
Just a few examples of smart toilets and other bathroom devices can be seen in the following U.S. patents and Published applications: U.S. Pat. No. 9,867,513, entitled “MEDICAL TOILET WITH USER AUTHENTICATION”; U.S. Pat. No. 10,123,784, entitled “IN SITU SPECIMEN COLLECTION RECEPTACLE IN A TOILET AND BEING IN COMMUNICATION WITH A SPECTRAL ANALYZER”; U.S. Pat. No. 10,273,674, entitled “TOILET BOWL FOR SEPARATING FECAL MATTER AND URINE FOR COLLECTION AND ANALYSIS”; US 2016/0000378, entitled “HUMAN HEALTH PROPERTY MONITORING SYSTEM”; US 2018/0020984, entitled “METHOD OF MONITORING HEALTH WHILE USING A TOILET”; US 2018/0055488, entitled “TOILET VOLATILE ORGANIC COMPOUND ANALYSIS SYSTEM FOR URINE”; US 2018/0078191, entitled “MEDICAL TOILET FOR COLLECTING AND ANALYZING MULTIPLE METRICS”; US 2018/0140284, entitled “MEDICAL TOILET WITH USER CUSTOMIZED HEALTH METRIC VALIDATION SYSTEM”; US 2018/0165417, entitled “BATHROOM TELEMEDICINE STATION”; U.S. Ser. No. 15/222,267, entitled “THIN WEIGHT SCALE.” The disclosures of all of these patents and applications are incorporated by reference in their entireties.
In a first aspect, the disclosure provides a system to provide health and wellness data to a user, comprising a platform for placement of a user's feet; at least one imaging sensor associated with the platform for capturing images of the user's feet; and a processor adapted to analyze the images to determine health and wellness data provided to the user.
In a second aspect, the disclosure provides a toilet for assessing health and wellness of a user, comprising a bowl supported by a base; a platform for placement of a user's feet; at least one imaging sensor mounted on the base for capturing images of the user's feet; and a processor adapted to analyze the images to determine health and wellness data for the user.
In a third aspect, the disclosure provides a method for assessing health and wellness comprising acquiring one or more images of the foot of a user; using a processor to analyze the one or more images for health and wellness factors; and making the results of the health and wellness analysis available to the user on one or more digital platforms.
Further aspects and embodiments are provided in the foregoing drawings, detailed description and claims.
The following drawings are provided to illustrate certain embodiments described herein. The drawings are merely illustrative and are not intended to limit the scope of claimed inventions and are not intended to show every potential feature or embodiment of the claimed inventions. The drawings are not necessarily drawn to scale; in some instances, certain elements of the drawing may be enlarged with respect to other elements of the drawing for purposes of illustration.
The following description recites various aspects and embodiments of the inventions disclosed herein. No particular embodiment is intended to define the scope of the invention. Rather, the embodiments provide non-limiting examples of various compositions, and methods that are included within the scope of the claimed inventions. The description is to be read from the perspective of one of ordinary skill in the art. Therefore, information that is well known to the ordinarily skilled artisan is not necessarily included.
The following terms and phrases have the meanings indicated below, unless otherwise provided herein. This disclosure may employ other terms and phrases not expressly defined herein. Such other terms and phrases shall have the meanings that they would possess within the context of this disclosure to those of ordinary skill in the art. In some instances, a term or phrase may be defined in the singular or plural. In such instances, it is understood that any term in the singular may include its plural counterpart and vice versa, unless expressly indicated to the contrary.
As used herein, the singular forms “a,” “an,” and “the” include plural referents unless the context clearly dictates otherwise. For example, reference to “a substituent” encompasses a single substituent as well as two or more substituents, and the like.
As used herein, “for example,” “for instance,” “such as,” or “including” are meant to introduce examples that further clarify more general subject matter. Unless otherwise expressly indicated, such examples are provided only as an aid for understanding embodiments illustrated in the present disclosure and are not meant to be limiting in any fashion. Nor do these phrases indicate any kind of preference for the disclosed embodiment.
As used herein, “front,” “back,” and “side” are used to describe the disclosed system and devices from the perspective of a user. In the present disclosure, the user is assumed to be seated unless otherwise shown or stated to be standing facing the toilet.
As used herein, the terms “foot” and “feet” are intended to have a relatively broad meaning and used to reference the foot, ankle, and, in some cases, the calf area (i.e., leg below the knee) of the user.
As used herein, the term “bowl” refers to the portion of a toilet that is designed to receive excreta.
As used herein, the term “base” refers to the portion of the toilet below and around the bowl supporting it.
As used herein, the term “processor” refers to logic circuitry that processes data from the imaging sensors, applies algorithms such as computer vision to analyze the images for health and wellness indicators, and provide the resulting data to users. The processor may also be used to perform other tasks such as analyzing image data to determine the identity of a user.
As used herein, the term “sensor array” is used to describe the combination of two or more sensors of one or more types in a scanning device.
The present disclosure relates to a system or device that uses imaging sensors, such as but not limited to visual, infrared, thermal, near infrared, and 3D cameras, to monitor foot health and wellness. In preferred embodiments, the imaging sensors are integrated with bathroom products such as a toilet or scale to integrate the disclosed devices with other health monitoring devices to consolidate health and wellness data collection into fewer user actions.
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In various exemplary embodiments, one or more of the sensors, or reflecting mirrors, are designed to be in one of two discreet states: one in which they are stored within the profile of the foot platform and a second in which they are in a deployed state where they are in an appropriate position and angle for full viewing and sensing of the foot, ankle, and/or lower leg. Such embodiments are shown in
In various exemplary embodiments, the one or more imaging sensors include one or more longwave infrared (LWIR) imaging cameras or thermal cameras. These cameras detect heat differences across the feet that can be indicative of a wide variety of health and wellness issues.
In various exemplary embodiments, the one or more imaging sensors include one or more near infrared (NIR) sensitive cameras and a source of NIR light. By illuminating the veins with NIR light, veins located just below the skin can be detected, evaluated, and tracked. Data gathered over time about veins allows one to track trends and detect changes in size and other characteristics, including varicose veins. This information may be used to monitor indicators for potential blood clots, blood flow, and general vein health.
In various embodiments, the one or more imaging sensors include one or more visual light cameras. Computer vision may be used to process and analyze the images for indicators of many different health and wellness issues. Current images may also be compared to past images to identify changes and indicators of health and wellness issues.
In various exemplary embodiments, the one or more imaging sensors include one or more 3D cameras. 3D cameras are used to gather spatial information and data about the size and shape of the feet. This data can be used to track changes in the size and dimension of the feet indicative of health and wellness problems such as, but not limited to, swelling, water retention, blood circulation deficiencies, bunions, growths, hammer toes and other toe deformities, and arch problems.
In various exemplary embodiments, the one or more imaging sensors include one or more ultrasonic 3D imaging devices. Ultrasound technology may be used to create images of the inside of the foot.
In various exemplary embodiments, the one or more imaging sensors include one or more infrared (IR) cameras. Temperature data can be used to identify hot spots indicative of injury or developing conditions before they manifest noticeable symptoms. It can also be used to monitor general blood flow through the feet and other health and wellness indicators.
In various exemplary embodiments, the one or more sensors may comprise an array of sensors including one or more, including all possible combinations, of the sensors described above.
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In various exemplary embodiments, the various sensor arrays may be fixed or may be adapted to move to obtain more complete and accurate images. For example, sensor array 190 in
In various exemplary embodiments, the system may include one or more of the imaging sensor arrays described above located at various positions to the front, back, sides, above, below, or in between a user's feet in order to create complete images of the user's feet, ankles, and lower legs. The sensors are positioned so as to enable them to create one or more images that together cover all or substantially all of the user's feet.
In an exemplary embodiment, the system includes at least one processor that received data from the one or more imaging sensors. The processor(s) is adapted to process data from the one or more imaging sensors to create one or more images. The processor(s) is also adapted to analyze the one or more images to detect anomalies and potential problems. The processor(s) is also adapted to compare the one or more images processed currently with past images of the same user to detect changes over time.
In various exemplary embodiments, the processor(s) may be located in the same structures as the platform, associated hardware, and/or remotely. The same processor may perform multiple tasks for the system. Alternatively, different processors may be used for separate tasks performed by the system. In various exemplary embodiments of a smart toilet or smart scale, the processor may analyze additional health and wellness data gathered by other parts of the smart system such as sensors or other apparatus for isolating, examining, and analyzing excreta. Testing of excreta is common in medical labs for a variety of purposes and may be automated in a smart toilet system.
In an exemplary embodiment, the system makes data gathered and processed available to the user via one or more channels, e.g. via a digital device. In a preferred embodiment, the digital device is a smart phone. In other exemplary embodiments, digital device is a computer, tablet, or other electronic device. Preferably, the system provides a report to each user of the system. In addition, a report may be provided to a healthcare provider, a care giver or a family member. Preferably, the report is prepared in such a way as to provide useful and easily understood information. Also, the report preferably includes information on trends, i.e. to indicate if conditions have gotten worse or better over time.
In all embodiments, the system is designed so that the imaging scanners are focused on the platform area and the user's feet such that the scanning cameras do not record any other parts of the user's body. In various embodiments, additional security measures such as cryptography and image obfuscation may be used to protect the user's privacy, identity, and personal information.
In various exemplary embodiments, artificial intelligence may be used to examine and analyze the data from any or all of the imaging sensors discussed herein using algorithms such as those used in computer vision and other relevant processing methods.
In various exemplary embodiments, the user may provide feedback about the accuracy or usefulness of the data provided. As such feedback is provided, the computer vision system will learn more about feet and become more accurate in identifying health and wellness issue indicators, possibly including previously unknown indicators. The system may also be trained to identify additional indicators that are discovered over time.
All patents, published patent applications, and other publications referred to herein are incorporated herein by reference. The invention has been described with reference to various specific and preferred embodiments and techniques. Nevertheless, it is understood that many variations and modifications may be made while remaining within the spirit and scope of the invention.
This application claims priority to U.S. Provisional Application No. 62/862,278 filed on Jun. 17, 2019; 62/862,284 filed on Jun. 17, 2019; and U.S. 62/862,603 filed on Jun. 17, 2019, which are all incorporated herein by reference in their entireties.
Number | Date | Country | |
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62862278 | Jun 2019 | US | |
62862284 | Jun 2019 | US | |
62862603 | Jun 2019 | US |