Digital assistants such as Amazon’s Alexa could soon be capable of alerting paramedics to a person in cardiac arrest, scientists believe.
Researchers have developed the prototype of an audio tool which can detect the irregular breathing of someone whose heart has stopped beating and automatically call emergency services.
The team developing the technology at the University of Washington said it could be built into smart speaker devices such as Amazon Echo or Google Home to potentially save lives.
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About half of people suffering cardiac arrest gasp for air, a distinctive symptom known as agonal breathing. Immediate cardiopulmonary resuscitation can double their chances of survival but requires a bystander to be present.
The researchers’ tool detected agonal breathing in 97 per cent of audio clips at a distance of up to 20 feet (six metres) away, according to a study published in the journal Digital Medicine.
1/50 18 June 2019
Rescuers carry out an injured man from an earthquake-damaged building in Yibin, in China’s southwest Sichuan province. The toll from the strong 6.0-magnitude earthquake rose to 12 dead and 134 injured as rescuers pulled bodies and survivors from wrecked buildings
AFP/Getty
2/50 17 June 2019
A protester wears a yellow raincoat to pay tribute to a man who died after falling from a scaffolding at the Pacific Place complex while protesting against the extradition bill. People have been demanding Hong Kong’s leaders to step down and withdraw the bill
Reuters
3/50 16 June 2019
A fan watches on at the ICC Cricket World Cup match between India and Pakistan at Emirates Old Trafford in Manchester
Action/Reuters
4/50 15 June 2019
Nearly 15,000 Dutch people gather in Valenciennes to support their women’s football team playing against Cameroon at the city’s Hainaut stadium
AFP/Getty
5/50 14 June 2019
A worker attaches a US flag to a mast before fixing it along the side of a road with other Israeli flags in the settlement of Qela Bruchim in the Israeli-annexed Golan Heights. Israel’s cabinet will meet in the Golan Heights to honour US President Donald Trump and vote on naming a settlement there after him, the prime minister’s office announced
AFP/Getty
6/50 13 June 2019
French President Emmanuel Macron walks past the coffins of the three National Society of Sea Rescue (SNSM) ocean rescue volunteers, who died in a storm last week after their boat capsized, during a ceremony in their tribute at Fort-Saint Nicolas in Les Sables d’Olonne, France
AFP/Getty
7/50 12 June 2019
Police clash with protesters during a rally against a controversial extradition law proposal outside the government headquarters in Hong Kong. Violent clashes broke out as police tried to stop protesters storming the city’s parliament, while tens of thousands of people blocked key arteries in a show of strength against government plans to allow extraditions to China
AFP/Getty
8/50 11 June 2019
Botswana became the latest country to decriminalise homosexuality, celebrated by activists as a day of “pride, compassion and love.”
In the landmark ruling, the southern African nation’s High Court rejected sections of the penal code that criminalise same-sex relations and impose up to seven years in prison
Bioreports
9/50 10 June 2019
A participant of the Koetztinger Whitsun Ride stands with his horse on a street near Bad Koetzingen, Germany. The procession of around 900 riders is one of the oldest Bavarian events
Bioreports
10/50 9 June 2019
Police officers use pepper spray against protesters in Hong Kong. People took to the streets on Sunday to protest a proposed amendment to the extradition law that protesters fear would allow Hong Kong citizens to be unfairly extradited to China
Bioreports
11/50 8 June 2019
A participant dances while holding a large rainbow flag during the Athens Gay Pride. Thousands marched in the 15th annual Athens Pride parade that was dedicated to the memory of a LGBTI activist who died earlier this year after a violent attack. Greek capital’s Syntagma square, the venue of violent anti-austerity protests during the peak of the financial crisis, was full of rainbow flags as well as body painting kiosks for the more than 7,000 participants
AFP/Getty
12/50 7 June 2019
A man walks past a billboard showing members of the French women’s World Cup football team on the side of a building on the Champs-Elysees avenue in Paris. The 2019 tournament starts this evening with the hosts playing South Korea
Reuters
13/50 6 June 2019
Canadian’s Army officer stands during the international ceremony on Juno Beach in Courseulles-sur-Mer, Normandy, northwestern France, as part of D-Day commemorations marking the 75th anniversary of the World War II Allied landings in Normandy
AFP/Getty
14/50 5 June 2019
Queen Elizabeth II and US President Donald Trump at an event to commemorate the 75th anniversary of D-Day, in Portsmouth
Reuters
15/50 4 June 2019
Muslim worshippers gather to perform Eid al-Fitr prayers at the Martyrs Square of the capital Tripoli. Muslims worldwide celebrate Eid al-Fitr marking the end of the Muslim holy month of Ramadan
AFP/Getty
16/50 3 June 2019
President Donald Trump reviews an honor guard during a ceremonial welcome in the garden of Buckingham Palace in London
Bioreports
17/50 2 June 2019
A cruise ship crashed into a dock and a tourist river boat on one of Venice’s busiest canals. Four people were injured in the smash, Venice port authorities reported. It happened on the Giudecca Canal – a major thoroughfare that leads to Saint Mark’s Square – on Sunday morning at 8.30am
AFP/Getty
18/50 1 June 2019
Supporters arrive at Wanda Metropolitano stadium for the Champions League final between Tottenham Hotspur and Liverpool in Madrid
EPA
19/50 31 May 2019
A Palestinian girl cool off by water to beat the scorching heat, as others pray outside the Dome of the Rock at the al-Aqsa Mosque in Jerusalem during the last Friday prayers of the Muslim holy month of Ramadan,31 May 2019. Israeli police Friday morning shot and killed a Palestinian young man following an alleged stabbing attack in Jerusalem’s Old City. Muslims around the world celebrate the holy month of Ramadan by praying during the night time and abstaining from eating, drinking, and sexual acts daily between sunrise and sunset. Ramadan is the ninth month in the Islamic calendar and it is believed that the Koran’s first verse was revealed during its last 10 nights.
EPA
20/50 30 May 2019
Serena Williams in action during her second round match against Japan’s Kurumi Nara. The 23-time grand slam winner went through to the next round 6-3, 6-2
Reuters
21/50 29 May 2019
Ken Wyatt is sworn in as Minister for Indigenous Australians by Australia’s Governor-General Sir Peter Cosgrove in Canberra, Australia. Scott Morrison announced his new ministry on Sunday 26 May, following his victory in the May 18 Federal election. The new Cabinet features a record number of women with seven taking on senior roles, including Bridget McKenzie as the first female Agriculture Minister. Ken Wyatt is the first indigenous person to be appointed the Indigenous Affairs Minister
Getty
22/50 28 May 2019
People look on as they examine the damaged remains of school in Dayton, Ohio, after powerful tornadoes ripped through the US state overnight, causing at least one fatality and widespread damage and power outages
AFP/Getty
23/50 27 May 2019
President Donald Trump and first lady Melania Trump attend a State Banquet with Japanese Emperor Naruhito, second from right, and Empress Masako at the Imperial Palace in Tokyo
Bioreports
24/50 26 May 2019
Former Italian PM and leader of the right-wing party Forza Italia Silvio Berlusconi looks at photographers as he casts his vote at a polling station in Milan
AFP/Getty
25/50 25 May 2019
A paramilitary soldier stands guard in front of closed shops during restrictions in downtown area of Srinagar
EPA
26/50 24 May 2019
Pope Francis gestures as he participates alongside thousands of soccer-mad children in a project to promote the values of sport and soccer, at the Vatican
Reuters
27/50 23 May 2019
Bharatiya Janata Party (BJP) supporters celebrate their party’s potential win as votes are counted for the Lok Sabha election in Bangalore, India. The Lok Sabha, the lower house of Parliament, elections, began on 11 April and held for 542 of the 543 lower house seats. A party or alliance needs 272 seats to form a government. It was announced that Narendra Modi was to retain the position of Prime Minister along with the BJP
EPA
28/50 22 May 2019
Palestinian children help their father sort through arugula produce before he heads to sell it at a market, in an impoverished area in Beit Lahia in the northern Gaza Strip
AFP/Getty
29/50 21 May 2019
Indonesia’s Incumbent President from the Indonesian Democratic Party of Struggle (PDIP) Joko Widodo takes a selfie with local residents after his victory speech following the announcement of the election results at a slum area in Jakarta. Joko Widodo was re-elected after beating his rival, retired General Prabowo Subianto
EPA
30/50 20 May 2019
President-elect Volodymyr Zelensky holding an ancient Bulava (historical symbol of the state power) during his inauguration in the Ukrainian parliament in Kiev. Mr Zelensky with 73,22 percent of the votes beat out the current president Petro Poroshenko, who received 24,45 percent of the votes during the second tour of presidential elections in Ukraine which was held on 21 April
Presidential Press Service/EPA
31/50 19 May 2019
Sudanese protesters gather for a sit-in outside the military headquarters in Khartoum. Talks between Sudan’s ruling military council and protesters are set to resume, army rulers announced, as Islamic movements rallied for the inclusion of sharia in the country’s roadmap
AFP/Getty
32/50 18 May 2019
James Hinchcliffe of Canada rolls his car after hitting the wall during qualifications for the Indianapolis 500 IndyCar auto race in Indiana, US
Bioreports
33/50 17 May 2019
Taiwan became first state in Asia to legalise same-sex marriage. Thousands of gay rights supporters gathered outside parliament in Taipei during the debate
EPA
34/50 16 May 2019
Spectators watch as riders take the start of stage six of the 102nd Giro d’Italia, Tour of Italy, race, 238kms from Cassino to San Giovanni Rotondo
AFP/Getty
35/50 15 May 2019
Buildings in Hung Hom district are shrouded in coastal fog in Hong Kong, China. In springtime, Hong Kong is affected by alternate cold and warm air. As cold air from the north recedes, warm and humid air comes in from the sea and as the water near the coast is still rather cold, the warm and humid air may be cooled sufficiently by the underlying cold water
EPA
36/50 14 May 2019
An Indian worker packs mangos for sale at a wholesale fruit market in Jammu, the winter capital of Kashmir. Mango is regarded as the national fruit of India, Pakistan, Bangladesh and the Philippines. India is one of the leading producers of tropical and subtropical fruits in the world and is said to be the world’s largest mango producer
EPA
37/50 13 May 2019
A nurse carries a newborn baby after a fire broke out on the terrace of a children’s hospital building in Ahmedabad, India
Reuters
38/50 12 May 2019
Members of the action group Extinction Rebellion hold banners in front of the Eiffel Tower after spilling fake blood on the Trocadero esplanade during a demonstration to alert on the state of decline of biodiversity, in Paris. Extinction Rebellion is an international movement that uses non-violent civil disobedience to achieve radical change in order to minimise the risk of human extinction and ecological collapse
AFP/Getty
39/50 11 May 2019
An armed police officer greets members of the Muslim community in front of Al Noor mosque as they arrive for the iftar, the evening meal, in Christchurch, New Zealand. Muslims around the world are observing the holiest month of Ramadan, fasting from sunrise to sunset for a month. Ramadan this year will be slightly sombre for New Zealand Muslims – especially those in Christchurch – in the wake of the mosque terror attacks where 51 people died after a gunman opened fire during Friday prayers at Linwood and Al Noor Mosques on March 15
Getty
40/50 10 May 2019
Muslims perform prayers on a road outside a mosque on the first Friday of the holy fasting month of Ramadan in Srinagar
Reuters
41/50 9 May 2019
German Chancellor Angela Merkel greets people after posing for a family photo during the informal meeting of European Union leaders in Sibiu, Romania
Reuters
42/50 8 May 2019
Smokes rises after a huge explosion near the offices of the attorney general in Kabul, Afghanistan. Two police officials say Wednesday’s explosion was followed by a gunbattle between militants and security forces
Bioreports
43/50 7 May 2019
Reuters reporters Wa Lone and Kyaw Soe Oo wave as they walk to Insein prison gate as they were freed, after receiving a presidential pardon in Yangon, Myanmar
Reuters
44/50 6 May 2019
Students sit in circles as they read the Koran on the first day of Ramadan at Ar-Raudhatul Hasanah Islamic boarding school in Medan, North Sumatra, Indonesia. Muslims around the world celebrate the holy month of Ramadan by praying during the night time and abstaining from eating, drinking, and sexual acts during the period between sunrise and sunset. Ramadan is the ninth month in the Islamic calendar and it is believed that the revelation of the first verse in Koran was during its last 10 nights
EPA
45/50 5 May 2019
Dutch Prime Minister Mark Rutte ignites the liberation fire during the Liberation festival in Almere, The Netherlands.
EPA
46/50 4 May 2019
Demonstrators wearing bees masks and costumes lie on the ground during a demonstration for biodiversity called by the World Wide Fund for Nature (WWF) in Paris.
AFP/Getty Images
47/50 3 May 2019
Caster Semenya celebrates after winning the women’s 800m at the IAAF Diamond League competition in Doha
AFP/Getty
48/50 2 May 2019
Children chant slogans as they watch a demonstration outside the army headquarters in Khartoum. Crowds of Sudanese protesters began converging in Khartoum for a “million-strong” march to press for a civilian administration after talks with military rulers ran into trouble
AFP/Getty
49/50 1 May 2019
People hold blue, white and red smoke bombs as they demonstrate to mark May Day in Toulouse. France’s zero-tolerance approach to protest violence will be tested, when a mix of labour unionists, “yellow vest” demonstrators and hardline hooligans are expected to hit the streets on Labour Day
AFP/Getty
50/50
Opponents to Venezuela’s president Nicolas Maduro face off with Bolivarian National Guards in armored vehicles, loyal to the president, during an attempted military uprising in Caracas, Venezuela. Opposition leader Juan Guaido took to the streets with a small contingent of heavily armed troops in a call for the military to rise up and oust Madur
Bioreports
1/50 18 June 2019
Rescuers carry out an injured man from an earthquake-damaged building in Yibin, in China’s southwest Sichuan province. The toll from the strong 6.0-magnitude earthquake rose to 12 dead and 134 injured as rescuers pulled bodies and survivors from wrecked buildings
AFP/Getty
2/50 17 June 2019
A protester wears a yellow raincoat to pay tribute to a man who died after falling from a scaffolding at the Pacific Place complex while protesting against the extradition bill. People have been demanding Hong Kong’s leaders to step down and withdraw the bill
Reuters
3/50 16 June 2019
A fan watches on at the ICC Cricket World Cup match between India and Pakistan at Emirates Old Trafford in Manchester
Action/Reuters
4/50 15 June 2019
Nearly 15,000 Dutch people gather in Valenciennes to support their women’s football team playing against Cameroon at the city’s Hainaut stadium
AFP/Getty
5/50 14 June 2019
A worker attaches a US flag to a mast before fixing it along the side of a road with other Israeli flags in the settlement of Qela Bruchim in the Israeli-annexed Golan Heights. Israel’s cabinet will meet in the Golan Heights to honour US President Donald Trump and vote on naming a settlement there after him, the prime minister’s office announced
AFP/Getty
6/50 13 June 2019
French President Emmanuel Macron walks past the coffins of the three National Society of Sea Rescue (SNSM) ocean rescue volunteers, who died in a storm last week after their boat capsized, during a ceremony in their tribute at Fort-Saint Nicolas in Les Sables d’Olonne, France
AFP/Getty
7/50 12 June 2019
Police clash with protesters during a rally against a controversial extradition law proposal outside the government headquarters in Hong Kong. Violent clashes broke out as police tried to stop protesters storming the city’s parliament, while tens of thousands of people blocked key arteries in a show of strength against government plans to allow extraditions to China
AFP/Getty
8/50 11 June 2019
Botswana became the latest country to decriminalise homosexuality, celebrated by activists as a day of “pride, compassion and love.”
In the landmark ruling, the southern African nation’s High Court rejected sections of the penal code that criminalise same-sex relations and impose up to seven years in prison
Bioreports
9/50 10 June 2019
A participant of the Koetztinger Whitsun Ride stands with his horse on a street near Bad Koetzingen, Germany. The procession of around 900 riders is one of the oldest Bavarian events
Bioreports
10/50 9 June 2019
Police officers use pepper spray against protesters in Hong Kong. People took to the streets on Sunday to protest a proposed amendment to the extradition law that protesters fear would allow Hong Kong citizens to be unfairly extradited to China
Bioreports
11/50 8 June 2019
A participant dances while holding a large rainbow flag during the Athens Gay Pride. Thousands marched in the 15th annual Athens Pride parade that was dedicated to the memory of a LGBTI activist who died earlier this year after a violent attack. Greek capital’s Syntagma square, the venue of violent anti-austerity protests during the peak of the financial crisis, was full of rainbow flags as well as body painting kiosks for the more than 7,000 participants
AFP/Getty
12/50 7 June 2019
A man walks past a billboard showing members of the French women’s World Cup football team on the side of a building on the Champs-Elysees avenue in Paris. The 2019 tournament starts this evening with the hosts playing South Korea
Reuters
13/50 6 June 2019
Canadian’s Army officer stands during the international ceremony on Juno Beach in Courseulles-sur-Mer, Normandy, northwestern France, as part of D-Day commemorations marking the 75th anniversary of the World War II Allied landings in Normandy
AFP/Getty
14/50 5 June 2019
Queen Elizabeth II and US President Donald Trump at an event to commemorate the 75th anniversary of D-Day, in Portsmouth
Reuters
15/50 4 June 2019
Muslim worshippers gather to perform Eid al-Fitr prayers at the Martyrs Square of the capital Tripoli. Muslims worldwide celebrate Eid al-Fitr marking the end of the Muslim holy month of Ramadan
AFP/Getty
16/50 3 June 2019
President Donald Trump reviews an honor guard during a ceremonial welcome in the garden of Buckingham Palace in London
Bioreports
17/50 2 June 2019
A cruise ship crashed into a dock and a tourist river boat on one of Venice’s busiest canals. Four people were injured in the smash, Venice port authorities reported. It happened on the Giudecca Canal – a major thoroughfare that leads to Saint Mark’s Square – on Sunday morning at 8.30am
AFP/Getty
18/50 1 June 2019
Supporters arrive at Wanda Metropolitano stadium for the Champions League final between Tottenham Hotspur and Liverpool in Madrid
EPA
19/50 31 May 2019
A Palestinian girl cool off by water to beat the scorching heat, as others pray outside the Dome of the Rock at the al-Aqsa Mosque in Jerusalem during the last Friday prayers of the Muslim holy month of Ramadan,31 May 2019. Israeli police Friday morning shot and killed a Palestinian young man following an alleged stabbing attack in Jerusalem’s Old City. Muslims around the world celebrate the holy month of Ramadan by praying during the night time and abstaining from eating, drinking, and sexual acts daily between sunrise and sunset. Ramadan is the ninth month in the Islamic calendar and it is believed that the Koran’s first verse was revealed during its last 10 nights.
EPA
20/50 30 May 2019
Serena Williams in action during her second round match against Japan’s Kurumi Nara. The 23-time grand slam winner went through to the next round 6-3, 6-2
Reuters
21/50 29 May 2019
Ken Wyatt is sworn in as Minister for Indigenous Australians by Australia’s Governor-General Sir Peter Cosgrove in Canberra, Australia. Scott Morrison announced his new ministry on Sunday 26 May, following his victory in the May 18 Federal election. The new Cabinet features a record number of women with seven taking on senior roles, including Bridget McKenzie as the first female Agriculture Minister. Ken Wyatt is the first indigenous person to be appointed the Indigenous Affairs Minister
Getty
22/50 28 May 2019
People look on as they examine the damaged remains of school in Dayton, Ohio, after powerful tornadoes ripped through the US state overnight, causing at least one fatality and widespread damage and power outages
AFP/Getty
23/50 27 May 2019
President Donald Trump and first lady Melania Trump attend a State Banquet with Japanese Emperor Naruhito, second from right, and Empress Masako at the Imperial Palace in Tokyo
Bioreports
24/50 26 May 2019
Former Italian PM and leader of the right-wing party Forza Italia Silvio Berlusconi looks at photographers as he casts his vote at a polling station in Milan
AFP/Getty
25/50 25 May 2019
A paramilitary soldier stands guard in front of closed shops during restrictions in downtown area of Srinagar
EPA
26/50 24 May 2019
Pope Francis gestures as he participates alongside thousands of soccer-mad children in a project to promote the values of sport and soccer, at the Vatican
Reuters
27/50 23 May 2019
Bharatiya Janata Party (BJP) supporters celebrate their party’s potential win as votes are counted for the Lok Sabha election in Bangalore, India. The Lok Sabha, the lower house of Parliament, elections, began on 11 April and held for 542 of the 543 lower house seats. A party or alliance needs 272 seats to form a government. It was announced that Narendra Modi was to retain the position of Prime Minister along with the BJP
EPA
28/50 22 May 2019
Palestinian children help their father sort through arugula produce before he heads to sell it at a market, in an impoverished area in Beit Lahia in the northern Gaza Strip
AFP/Getty
29/50 21 May 2019
Indonesia’s Incumbent President from the Indonesian Democratic Party of Struggle (PDIP) Joko Widodo takes a selfie with local residents after his victory speech following the announcement of the election results at a slum area in Jakarta. Joko Widodo was re-elected after beating his rival, retired General Prabowo Subianto
EPA
30/50 20 May 2019
President-elect Volodymyr Zelensky holding an ancient Bulava (historical symbol of the state power) during his inauguration in the Ukrainian parliament in Kiev. Mr Zelensky with 73,22 percent of the votes beat out the current president Petro Poroshenko, who received 24,45 percent of the votes during the second tour of presidential elections in Ukraine which was held on 21 April
Presidential Press Service/EPA
31/50 19 May 2019
Sudanese protesters gather for a sit-in outside the military headquarters in Khartoum. Talks between Sudan’s ruling military council and protesters are set to resume, army rulers announced, as Islamic movements rallied for the inclusion of sharia in the country’s roadmap
AFP/Getty
32/50 18 May 2019
James Hinchcliffe of Canada rolls his car after hitting the wall during qualifications for the Indianapolis 500 IndyCar auto race in Indiana, US
Bioreports
33/50 17 May 2019
Taiwan became first state in Asia to legalise same-sex marriage. Thousands of gay rights supporters gathered outside parliament in Taipei during the debate
EPA
34/50 16 May 2019
Spectators watch as riders take the start of stage six of the 102nd Giro d’Italia, Tour of Italy, race, 238kms from Cassino to San Giovanni Rotondo
AFP/Getty
35/50 15 May 2019
Buildings in Hung Hom district are shrouded in coastal fog in Hong Kong, China. In springtime, Hong Kong is affected by alternate cold and warm air. As cold air from the north recedes, warm and humid air comes in from the sea and as the water near the coast is still rather cold, the warm and humid air may be cooled sufficiently by the underlying cold water
EPA
36/50 14 May 2019
An Indian worker packs mangos for sale at a wholesale fruit market in Jammu, the winter capital of Kashmir. Mango is regarded as the national fruit of India, Pakistan, Bangladesh and the Philippines. India is one of the leading producers of tropical and subtropical fruits in the world and is said to be the world’s largest mango producer
EPA
37/50 13 May 2019
A nurse carries a newborn baby after a fire broke out on the terrace of a children’s hospital building in Ahmedabad, India
Reuters
38/50 12 May 2019
Members of the action group Extinction Rebellion hold banners in front of the Eiffel Tower after spilling fake blood on the Trocadero esplanade during a demonstration to alert on the state of decline of biodiversity, in Paris. Extinction Rebellion is an international movement that uses non-violent civil disobedience to achieve radical change in order to minimise the risk of human extinction and ecological collapse
AFP/Getty
39/50 11 May 2019
An armed police officer greets members of the Muslim community in front of Al Noor mosque as they arrive for the iftar, the evening meal, in Christchurch, New Zealand. Muslims around the world are observing the holiest month of Ramadan, fasting from sunrise to sunset for a month. Ramadan this year will be slightly sombre for New Zealand Muslims – especially those in Christchurch – in the wake of the mosque terror attacks where 51 people died after a gunman opened fire during Friday prayers at Linwood and Al Noor Mosques on March 15
Getty
40/50 10 May 2019
Muslims perform prayers on a road outside a mosque on the first Friday of the holy fasting month of Ramadan in Srinagar
Reuters
41/50 9 May 2019
German Chancellor Angela Merkel greets people after posing for a family photo during the informal meeting of European Union leaders in Sibiu, Romania
Reuters
42/50 8 May 2019
Smokes rises after a huge explosion near the offices of the attorney general in Kabul, Afghanistan. Two police officials say Wednesday’s explosion was followed by a gunbattle between militants and security forces
Bioreports
43/50 7 May 2019
Reuters reporters Wa Lone and Kyaw Soe Oo wave as they walk to Insein prison gate as they were freed, after receiving a presidential pardon in Yangon, Myanmar
Reuters
44/50 6 May 2019
Students sit in circles as they read the Koran on the first day of Ramadan at Ar-Raudhatul Hasanah Islamic boarding school in Medan, North Sumatra, Indonesia. Muslims around the world celebrate the holy month of Ramadan by praying during the night time and abstaining from eating, drinking, and sexual acts during the period between sunrise and sunset. Ramadan is the ninth month in the Islamic calendar and it is believed that the revelation of the first verse in Koran was during its last 10 nights
EPA
45/50 5 May 2019
Dutch Prime Minister Mark Rutte ignites the liberation fire during the Liberation festival in Almere, The Netherlands.
EPA
46/50 4 May 2019
Demonstrators wearing bees masks and costumes lie on the ground during a demonstration for biodiversity called by the World Wide Fund for Nature (WWF) in Paris.
AFP/Getty Images
47/50 3 May 2019
Caster Semenya celebrates after winning the women’s 800m at the IAAF Diamond League competition in Doha
AFP/Getty
48/50 2 May 2019
Children chant slogans as they watch a demonstration outside the army headquarters in Khartoum. Crowds of Sudanese protesters began converging in Khartoum for a “million-strong” march to press for a civilian administration after talks with military rulers ran into trouble
AFP/Getty
49/50 1 May 2019
People hold blue, white and red smoke bombs as they demonstrate to mark May Day in Toulouse. France’s zero-tolerance approach to protest violence will be tested, when a mix of labour unionists, “yellow vest” demonstrators and hardline hooligans are expected to hit the streets on Labour Day
AFP/Getty
50/50
Opponents to Venezuela’s president Nicolas Maduro face off with Bolivarian National Guards in armored vehicles, loyal to the president, during an attempted military uprising in Caracas, Venezuela. Opposition leader Juan Guaido took to the streets with a small contingent of heavily armed troops in a call for the military to rise up and oust Madur
Bioreports
“This kind of breathing happens when a patient experiences really low oxygen levels,” said study co-author Jacob Sunshine, an assistant professor of anesthesiology and pain medicine at the university’s school of medicine. “It’s sort of a guttural gasping noise, and its uniqueness makes it a good audio biomarker to use to identify if someone is experiencing a cardiac arrest.”
Researchers gathered 162 clips of agonal breathing from real emergency calls to Seattle’s medical services. They extracted 2.5-second segments of audio from the files, recorded between 2009 and 2017, to create a total of 236 clips.
The team captured the recordings on three smart devices – Amazon Alexa, iPhone 5S and Samsung Galaxy S4 – and used various machine learning techniques to boost the dataset to 7,316 positive clips.
“A lot of people have smart speakers in their homes, and these devices have amazing capabilities that we can take advantage of,” said study co-author Shyam Gollakota, an associate professor in the university’s school of computer science and engineering.
He added: “We envision a contactless system that works by continuously and passively monitoring the bedroom for an agonal breathing event, and alerts anyone nearby to come provide CPR. And then if there’s no response, the device can automatically call 911.”
The devices were tested at different distances and alongside interfering sounds such as pets, traffic and air condition to simulate the home environment.
For the negative dataset, the team used 83 hours of audio collected during sleep studies, yielding 7,305 sound samples. These clips contained typical noises that people make in their sleep, such as snoring or obstructive sleep apnea.
The algorithm incorrectly categorised a breathing sound as agonal breathing 0.14 per cent of the time.
“We don’t want to alert either emergency services or loved ones unnecessarily, so it’s important that we reduce our false positive rate,” said doctoral student Justin Chan, who worked on the study.
Researchers envision the tool could function run passively on a smart speaker or smartphone while people sleep. They said no data would need to be stored or sent to the cloud as the algorithm would be running in real time.
The team is planning to commercialise the technology through a University of Washington spinout company, Sound Life Sciences.
“Cardiac arrests are a very common way for people to die, and right now many of them can go unwitnessed,” Dr Sunshine said. “Part of what makes this technology so compelling is that it could help us catch more patients in time for them to be treated.”
Ashleigh Li, senior cardiac nurse at the British Heart Foundation, said: “It’s always great to see advances in technology targeted at improving the survival rates from devastating heart conditions like a cardiac arrest. However, it’s still early days for this research.
“Alongside administering CPR, the early use of a defibrillator before the ambulance services arrive can more than double the chance of survival. This is why knowing how to perform CPR and having defibrillators available to the public in moments of need is essential.”