Hackaday Prize 2023: Bluetooth Spell To Speak

June 6, 2023 by Matthew Carlson 1 Comment

Have you ever known what you wanted to say but couldn’t figure out exactly how to say it? For some individuals, that’s all the time. The gap between intention and action can be a massive chasm. [Pedro Martin] is trying to help bridge that gap with a Bluetooth RPM letterboard.

[Soma Mukhopadhyay] developed Rapid Prompting Method (RPM) for teachers to work with students with autism. Gentle physical cues can help individuals complete motor movements, which can be used as a communication mechanism by pointing to a letterboard. Students can eventually move onto an tablet, but some students see the light as sensory noise or might associate it with playtime.

[Pedro] hopes that his letterboard will be able to provide tactile feedback for each letter to strengthen the connection the teacher is trying to establish. The letter board is a 22 by 14 grid (308 total) of touch electrodes connected to three MPR121 12-channel capacitive touch sensors connected to an ESP32 via I2C. Additionally, 60 LEDS controlled by two shift registers are interspaced between the touch electrodes. As only one LED will be on at a given time, [Pedro] can use the shift registers in a row/column setup since the current draw should be small. A piezo buzzer serves as additional feedback for the student. The ESP32 emulates a Bluetooth keyboard, so the teacher doesn’t have to keep track of what the student is spelling and can focus on RPM.

[Pedro] encountered the usual slew of debugging problems, such as ground bouncing, captive noise, and Bluetooth wonkiness. The code, KiCad, and STL files are on the Hackaday.io project page. If you want more accessibility-focused keyboards, look at the RP2040-based Intellikeys we saw recently.

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Hackaday Prize 2023: LASK4 Watches Those Finger Wiggles

June 2, 2023 by Matthew Carlson No comments

What do you get when you combine an ESP32-S2, a machine-learning model, some Hall effect sensors, and a grip exercise toy? [Turfptax] did just that and created LASK4. The four springs push down pistons with tiny magnets on them. Hall effect sensors determine the piston’s position, and since the springs are linear, the ESP32 can also estimate the force being applied on a given finger. This data is then streamed to a nearby computer over TCP. A small OLED screen shows the status, and a tidy 3D printed case creates a comfortable package.

So other than an excellent musical instrument, what is this good for? First, it creates well-labeled training data when combined with what is collected by the muscle sensor band we discussed previously. The muscle band measures various pressure sensors radially around the forearm. With just a few minutes of training data, the system can accurately predict finger movement using the random forest regression model.

What would you use it for? It’s considered a somatosensory device, so it can be used for physical therapy when undergoing hand rehabilitation, as it provides feedback during sessions. Or it could be used to train a controller efficiently.

It’s an exciting project on GitHub under an OpenCERN hardware license. The code is in MicroPython, and the PCB and STL files are included. We’re looking forward to seeing what else comes from the project. After the break, there’s a progress update video.

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AI Creates Killer Drug

May 28, 2023 by Al Williams 60 Comments

Researchers in Canada and the United States have used deep learning to derive an antibiotic that can attack a resistant microbe, acinetobacter baumannii, which can infect wounds and cause pneumonia. According to the BBC, a paper in Nature Chemical Biology describes how the researchers used training data that measured known drugs’ action on the tough bacteria. The learning algorithm then projected the effect of 6,680 compounds with no data on their effectiveness against the germ.

In an hour and a half, the program reduced the list to 240 promising candidates. Testing in the lab found that nine of these were effective and that one, now called abaucin, was extremely potent. While doing lab tests on 240 compounds sounds like a lot of work, it is better than testing nearly 6,700.

Interestingly, the new antibiotic seems only to be effective against the target microbe, which is a plus. It isn’t available for people yet and may not be for some time — drug testing being what it is. However, this is still a great example of how machine learning can augment human brainpower, letting scientists and others focus on what’s really important.

WHO identified acinetobacter baumannii as one of the major superbugs threatening the world, so a weapon against it would be very welcome. You can hope that this technique will drastically cut the time involved in developing new drugs. It also makes you wonder if there are other fields where AI techniques could cull out alternatives quickly, allowing humans to focus on the more promising candidates.

Want to catch up on machine learning algorithms? Google can help. Or dive into an even longer course.

New Drug Has Potential As Dirty Bomb Antidote

May 25, 2023 by Dan Maloney 39 Comments

It perhaps goes without saying that one nuclear bomb can really ruin your day. The same is true for non-nuclear dirty bombs, which just use conventional explosives to disperse radioactive material over a wide area. Either way, the debris scattered by any type of radiation weapon has the potential to result in thousands or perhaps millions of injuries, for which modern medicine offers little in the way of relief.

HOPO 14-1, aka 3,4,3-Li(1,2-HOPO). The four hydroxypyridinone groups do the work of coordinating radioactive ions and making them soluble so they can be eliminated in urine.

But maybe not for long. A Phase 1 clinical trial is currently underway to see if an oral drug is able to scour radioactive elements from the human body. The investigational compound is called HOPO 14-1, a chelating agent that has a high affinity for metals in the actinide series, which includes plutonium, uranium, thorium, and ~~cerium~~ curium. Chelating agents, which are molecules that contain a multitude of electron donor sites, are able to bind to positively charged metal ions and make the soluble in aqueous solutions. Chelators are important in food and pharmaceutical processing — read the ingredients list on just about anything from a can of soda to a bottle of shampoo and you’re likely to see EDTA, or ethylenediaminetetraacetic acid, which binds to any metal ions that make it into the product, particularly iron ions that come from the stainless steel plumbing used in processing equipment.

The compound under evaluation, HOPO 14-1, is a powerful chelator of metal ions. Its structure is inspired by natural chelators produced by bacteria and fungi, called siderophores, which help the microorganisms accumulate iron. Its mechanism of action is to sequester the radioactive ions and make them soluble enough to be passed out of the body in the urine, rather than to have the radioactive elements carried around the body and incorporated into the bones and other tissues where they can cause radiation damage for years.

HOPO 14-1 has a number of potential benefits over the current frontline chelator for plutonium and uranium toxicity, DTPA or diethylenetriaminepentaacetic acid. Where DTPA needs to be injected intravenously to be effective, HOPO 14-1 can be made into a pill, making stockpiling and administering the drug easier. If, of course, it passes Phase 1 safety trials and survives later trials to determine efficacy.

Pill Dispenser To Keep You On Track

May 21, 2023 by Danie Conradie 11 Comments

When forgetting to take medication on time can lead to a bad day or night, having a helper to keep you on track can greatly improve your life. [M. Bindhammer] faces this scenario every day, so he built his own robotic pill dispenser.

The core of the project is a 3D printed dispensing drum with individual pockets for morning and evening medication. It is mounted directly to a 360° winch servo, normally used for RC sailboats, while a second conventional servo opens a small sliding door to drop the pills onto the dispensing tray. The tray integrates a sensitive touch sensor which can detect when [M] picks up the pills, without being triggered by the pills themselves.

[M. Bindhammer] also included a small but loud speaker, connected to a speech synthesis module for audio reminders. The main controller is a Arduino Due with a custom breakout shield that also integrates a DS3231 real time clock. All the electronics are enclosed in a 80’s style humanoid robot-shaped body, with dispensing drum on its chest, and an OLED screen as it’s face.

The end result is a very polished build, which should make [M. Bindhammer]’s life with bipolar disorder a little bit easier, and he hopes it might help others as well.

For more medication related gadgets, take a peek at another pill dispenser and a 3D printed dosing spoon to replace an essential but discontinued commercial version.

Revisiting Folk Wisdom For Modern Chronic Wound Care

May 18, 2023 by Lewin Day 81 Comments

In the constant pursuit of innovation, it’s easy to overlook the wisdom of the past. The scientific method and modern research techniques have brought us much innovation, which can often lead us to dismiss traditional cultural beliefs.

However, sometimes, there are still valuable kernels of truth in the folklore of yesteryear. This holds true in a medical study from Finland, which focused on the traditional use of spruce resin to treat chronic wounds, breathing new life into an age-old therapy.

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Microbubbles And Ultrasound: Getting Drugs Through The Blood-Brain Barrier

May 16, 2023 by Lewin Day 19 Comments

The brain is a rather important organ, and as such, nature has gone to great lengths to protect it. The skull provides physical protection against knocks and bumps, but there’s a lesser-known defense mechanism at work too: the blood-brain barrier. It’s responsible for keeping all the nasty stuff – like bacteria, viruses, and weird chemicals – from messing up your head.

The blood-brain barrier effectively acts as a filter between the body’s circulatory system and the brain. However, it also frustrates efforts to deliver drugs directly to the brain for treating conditions like brain tumors. Now, scientists have developed a new technique that may allow critical life saving drugs to get through the barrier with the help of ultrasound technology.

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