Diagnosing inside the human body often requires cutting open a patient or swallowing long tubes with built-in cameras. A team from MIT’s Computer Science and Artificial Intelligence Laboratory (CSAIL) collaborated with researchers from Massachusetts General Hospital (MGH) to develop a less expensive, invasive, and time-consuming method. The team led by Professor Dina Katabi has created an “in-body GPS” system dubbed ReMix. The new method can pinpoint the location of ingestible implants inside the body using low-power wireless signals. These implants could be used as tiny tracking devices on shifting tumors to help monitor their slight movements.
Tracking inside the body
In animal tests, the team demonstrated that they can track the implants with centimeter-level accuracy. The marker inside the body reflects the signal transmitted by the wireless device outside the body. Therefore, it doesn’t need a battery or any other external source of energy. A special algorithm then uses that signal to pinpoint the exact location of the marker.
One potential application for ReMix is in proton therapy, a type of cancer treatment that involves bombarding tumors with beams of magnet-controlled protons. The approach allows doctors to prescribe higher doses of radiation, but requires a very high degree of precision, which means that it’s usually limited to only certain cancers.
Its success hinges on something that’s actually quite unreliable: a tumor staying exactly where it is during the radiation process. If a tumor moves, then healthy areas could be exposed to the radiation. But with a small marker like ReMix’s, doctors could better determine the location of a tumor in real-time and either pause the treatment or steer the beam into the right position.
“The ability to continuously sense inside the human body has largely been a distant dream,” says Romit Roy Choudhury, a professor of electrical engineering and computer science at the University of Illinois, who was not involved in the research. “One of the roadblocks has been wireless communication to a device and its continuous localization. ReMix makes a leap in this direction by showing that the wireless component of implantable devices may no longer be the bottleneck.”
There are still many ongoing challenges for improving ReMix. The team next hopes to combine the wireless data with medical data, such as that from MRI scans, to further improve the system’s accuracy. In addition, the team will continue to reassess the algorithm and the various tradeoffs needed to account for the complexity of different bodies. “We want a model that’s technically feasible, while still complex enough to accurately represent the human body,” says MIT PhD student Deepak Vasisht, lead author on the new paper. “If we want to use this technology on actual cancer patients one day, it will have to come from better modeling a person’s physical structure.”
The researchers say that such systems could help enable more widespread adoption of proton therapy centers. Today, there are only about 100 centers globally. “One reason that [proton therapy] is so expensive is because of the cost of installing the hardware,” Vasisht says. “If these systems can encourage more applications of the technology, there will be more demand, which will mean more therapy centers, and lower prices for patients.”
Source: Massachusetts Institute of Technology