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A team of Google researchers has used a deep-learning algorithm to detect lung cancer accurately from computed scans.
The work demonstrates the potential for Artificial Intelligence (AI) to increase both accuracy and consistency, which could help accelerate adoption of lung cancer screening worldwide.
Lung cancer is the deadliest of all cancers worldwide — more than breast, prostate, and colorectal cancers combined — and it’s the sixth most common cause of death globally, according to the World Health Organization.
“Using advances in 3D volumetric modeling alongside datasets from our partners (including Northwestern University), we’ve made progress in modeling lung cancer prediction as well as laying the groundwork for future clinical testing,” Shravya Shetty, M.S. Technical Lead at Google explained in a blog post late Monday.
Google researchers created a model that can not only generate the overall lung cancer malignancy prediction (viewed in 3D volume) but also identify subtle malignant tissue in the lungs (lung nodules).
In the research, Google AI leveraged 45,856 de-identified chest CT screening cases (some in which cancer was found).
“When using a single CT scan for diagnosis, our model performed on par or better than the six radiologists. We detected five per cent more cancer cases while reducing false-positive exams by more than 11 per cent compared to unassisted radiologists in our study,” said Google.
For an asymptomatic patient with no history of cancer, the AI system reviewed and detected potential lung cancer that had been previously called normal.
These initial results are encouraging, but further studies will assess the impact and utility in clinical practice, said Google.
The research was published in the journal Nature Medicine. (IANS)
Union Finance Minister Nirmala Sitharaman on Saturday asked the Directorate of Revenue Intelligence (DRI) to prevent dumping of toxic wastes in India. Speaking at an event to celebrate DRI's 64th foundation day, Sitharaman lauded DRI's compact strength of about 800 officers for their relentless efforts despite the imminent risks. The Finance Minister stated that the officers may be keeping a low profile, but they are acting like the frontline defence forces, doing spectacular work in safeguarding the economic frontiers of the country. "The recent smuggling attempts of huge quantities of narcotics, gold, red sanders, ivory, cigarettes etc. unearthed by DRI were appreciated by the Finance Minister," the Ministry of Finance said in a statement.
"Sitharaman said that the message through such enforcement actions should be such that these acts of brazen attempts at smuggling are nipped in the bud," the statement added. The Finance Minister also said that better coordination among the law enforcement and intelligence gathering agencies and sharing of actionable intelligence are the way forward in protecting the frontiers of the country more efficiently. "Sitharaman also asked the DRI to focus on interdicting dual use technology items as well as preventing the dumping of toxic wastes in our country," the statement said. (IANS/ MBI)
(Keywords: Directorate of Revenue Intelligence, Nirmala Sitharaman, India, Toxic Wastes)
Tech giant Amazon has expanded the sound detection capabilities of Alexa along with more features. Alexa can now identify the sounds of running water and appliances beeping, reports Android Central. This means users can set up an Alexa routine to notify themselves when the washer beeps to indicate that laundry is finished, the report said.
When Alexa detects that the faucet has been left open, it will send users a notification as well so they can take appropriate action, it added. Amazon previously said at its event in September that it would add the ability to programme Alexa to recognise custom sounds, but that feature has yet to arrive. Having said that, the two new sound detection capabilities not only help users save energy, but they also make it easier to avoid paying for unnecessary charges on your home utilities, the report said.
The retail giant has also announced ultrasound motion detection, which will allow you to set up "Occupancy Routines" on additional Echo devices. This feature allows your smart speaker to detect nearby motion and initiate a routine, such as turning on the lights. It is compatible with many of the best Alexa speakers including the 4th-gen Echo, Echo Dot and Echo Dot with Clock. (IANS/ MBI)
(Keywords: laundry, appliances, beeping, running water, Sound, Alexa , Amazon)
By Olivia Sarkar
Comforting Christmas cocktails help you enjoy the celebrations and get into the festive spirit. The Leela Palaces, Hotels, and Resorts offer distinctive cocktails ranging from Hot Toddies to Decadent Egg Nogs. Sit back and enjoy one martini at a time to make the festive season a little brighter.
Dirty Chai Eggnog:
30 ml Bourbon
30 ml Baileys
90 ml Hot milk tea
Sweet cream foam to top up
Cinnamon powder and star anise.
1. In a heavy bottomed med sauce pot, prepare tea with milk. Strain and let it cool.
2. In a cocktail shaker add egg white, Bourbon, Baileys with whole spices. Shake well.
3. Pour the tea in the glass followed by ingredients from cocktail shaker.
4. Garnish with nutmeg and cinnamon powder, whole star anise
Eggnog is a Christmas favourite that is accustomed to toasts for good health and prosperity.| Pikist
Inspired by the Christmas Spirits and holiday flavours is a wonderful concoction of warm whisky, sweet vanilla, and thick butter.
45 ml Butter fat washed Whiskey
20 ml Ginger bread syrup
15 ml Spiced Apple liquor
2 dashes of Bitters
1/2 teaspoon Vanilla extract
1. Pour all ingredients into a cocktail shaker
2. Shake well
3. Pour into an old-fashioned glass
4. Garnish with Gingerbread cookie
Inspired by the Christmas Spirits and holiday flavors is a wonderful concoction of warm whisky, sweet vanilla, and thick butter. | Flickr
(Keywords: Santa's Apple, Egg Nogs, December, Cocktail, Cocktail, Christmas, holiday, celebrations)