October 26, 2020

This marks the first demonstration of machine

Researchers from the Beth Israel Deaconess Medical Center (BIDMC) in the US demonstrated that an automated AI-enhanced microscope system is "highly adept" at identifying images of bacteria quickly and accurately.The machine intelligence learned how to sort the images into the three categories of bacteria (rod-shaped, round clusters, and round chains or pairs), ultimately achieving nearly 95 percent accuracy.Next, they trained a convolutional neural network (CNN) - a class of artificial intelligence modelled on the mammalian visual cortex and used to analyse visual data - to categorise bacteria based on their shape and distribution.These characteristics were selected to represent bacteria that most often cause bloodstream infections, the rod-shaped bacteria including E coli, the round clusters of Staphylococcus species, and the pairs or chains of Streptococcus species.In this case, blood samples taken from patients with suspected bloodstream infections were incubated to increase bacterial numbers.

This marks the first demonstration of machine learning in the diagnostic area," said James Kirby from BIDMC. bacteria, artificial intelligence.The automated system could help alleviate the current lack of highly trained microbiologists.Automated classification can ameliorate the shortage of human technologists by helping them work more efficiently, "conceivably reducing technologist read time from minutes to seconds," Kirby said.The automated system could help alleviate the current lack of highly trained microbiologists, expected to worsen as 20 per cent of technologists reach retirement age in the next five years.To train the AI system, the scientists fed their unschooled neural network more than 25,000 images from blood samples prepared during routine clinical workups.By cropping these images - in which the bacteria had already been identified by human clinical microbiologists - the researchers generated more than 100,000 training images. (Representational image) Microscopes enhanced with artificial intelligence (AI) may help clinical microbiologists diagnose potentially deadly blood infections and improve patients odds of survival, according to a study. Then, slides were prepared by placing a drop of blood on a glass slide and stained with dye to make the bacterial cell structures more visible.According to the study published in the Threaded Rod Astm Suppliers Journal of Clinical Microbiology, the researchers used an automated microscope designed to collect high-resolution image data from microscopic slides."With further development, we believe this technology could form the basis of a future diagnostic platform that augments the capabilities of clinical laboratories, ultimately speeding the delivery of patient care," Kirby said. Researchers from the Beth Israel Deaconess Medical Center (BIDMC) in the US demonstrated that an automated AI-enhanced microscope system is "highly adept" at identifying images of bacteria quickly and accurately

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September 24, 2020

They are appointed on deputation basis in the think tank

Owing to the absence of full time officials for these significant sectors, crucial decision making processes are getting hampered, highly placed sources informed this newspaper. With Lok Sabha polls less than a year away, Niti Aayog in its urgency for experienced and skilled personnel, is learnt to be open to the idea of even hiring private professionals, sources pointed out. They are appointed on deputation basis in the think tank.Senior level officials which in the think tank’s parlance Wholesale aquarium fish tank are called advisors, are urgently required for important sectors like banking, north-eastern affairs and small & medium enterprises (SMEs), among others.In fact sources in the know said that almost on a weekly basis, top officials of Niti Aayog have been holding deliberations on these two sectors to chart out strategy papers to usher in more investor-friendly reforms in the banking and finance sectors.However with tenure of many such officials having got over, vacancies in these crucial sectors have become a cause of concern for the think tank.The PMO too is learnt to have expressed concern over sluggishness in decision making, especially in the banking and finance sectors. The advisors in Niti Aayog are all bureaucrats who are equivalent in rank to joint secretary level and above.New Delhi: With the Prime Minister’s Office (PMO) keen to rebuild people’s as well as investors’ confidence in the aftermath of the Nirav Modi-Punjab National Bank scam, Niti Aayog — the Centre’s think tank — which is saddled with formulating key policies in the field of banking and finance as well as other significant sectors, is battling a severe staff crunch..Recently, the shortage of senior level officials in the government think tank was discussed in a high level meeting held by its vice chairman Rajiv Kumar and CEO Amitabh Kant.According to sources privy to developments, the Niti Aayog may soon advertise the vacancies, which would mean that even private professionals with experience in the aforementioned fields could apply.Notably, urgent filling up of key posts has been underlined by PMO

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September 16, 2020

He was the better player in the clutch moments

After 4 hours and 48 minutes, he sent a service return long to give No."Sydney International winner Konta, who made a surprising run to the semifinals in her debut Australian Open last year, advanced 6-4, 6-2 over Naomi Osaka and will next play former No. 11 David Goffin and David Ferrer, the former world No."Its always good to be in the zone," said fifth-seeded Pliskova. qualifier Jennifer Brady, who saved five match points before beating Heather Watson 2-6, 7-6 (3), 10-8.S. 25 Gilles Simon. He next faces No.S.Also advancing were U.WTA Finals winner Dominika Cibulkova held off Hsieh Su-wei 6-4, 7-6 ( and No. Whenever he needed - he came up with a big serve, big play."Obviously, I was not pleased with my performance overall, but I have to congratulate my opponent."His only previous win in 33 matches against a top 10 player was in 2012 at Indian Wells, when Din976 he beat No. 15 Grigor Dimitrov, who won the Brisbane International earlier this month, had a 1-6, 6-4, 6-4, 6-4 win over Chung Hye-on. I was playing so good today," Istomin said. Open finalist Karolina Pliskova and No."First of all, I feel sorry for Novak.S. 5 David Ferrer. Six-time Australian Open champion Novak Djokovic has been upset in a shocking second-round loss to Uzbekistan wild card Denis Istomin. 30 Pablo Carreno Busta. "
He was the better player in the clutch moments - he stepped it up and played aggressive. qualifier Ernesto Escobedo 2-6, 6-4, 6-4, 6-2."The last time hed failed to advance beyond the second round at a major was at Wimbledon in 2008, when he was seeded third and lost to then No.Brisbane International winner Pliskova beat No. Djokovic was aiming to be the first man to win the Australian title seven times, and had never dropped a set in six previous meetings against Istomin. It means so much," Istomin said. 9 Johanna Konta carried their winning form from warmup tournaments into the third round.Third-seeded Milos Raonic extended his streak of reaching the third round at all seven Australian Opens hes contest with a 6-3, 6-4, 7-6 (4) over Gilles Muller, the 33-year-old Luxembourg player who won his first title at tour level last week in Sydney. Much of the crowd, sensing an upset, was behind Istomin in the fifth set, yelling "Come on Denis!"When Istomin made a backhand winner down the line to break Djokovic to go up 3-2, he let out a roar and the audience stood and roared, too."All the credit to Denis for playing amazing.Murray twisted his ankle and tumbled to the court during his second-round win Wednesday night.On the womens side, U. Im not used to losing Australian Open second round - Ive done so well here.Djokovics usually vocal Serbian fans were also not a presence, with the exception of a couple women waving Serbian flags."It is the biggest win for me. 117-ranked Istomin a 7-6 ( , 5-7, 2-6, 7-6 (5), 6-4 win.Djokovic, meanwhile, looked relatively subdued as the set wore on, hanging his head in between points and walking slowly behind the baseline to prepare to receive serve.Raonic, who reached the semifinals here last year and the final at Wimbledon, said he was feeling the effects of a cold and sore throat but still fired 21 aces, hit 56 winners and only had 15 unforced errors. Dimitrov will next play No. 3 who beat U.Djokovic had won five of the previous six Australian Open championships, and had reached the fourth round or better every year since 2007 - the year before he won his first Grand Slam title at Melbourne Park.It was destined to be a long Thursday afternoon on Rod Laver Arena for Djokovic, though, when he needed 24 serves and a quarter of an hour to hold in the first game, saving six break points. 14 Elena Vesnina advanced to a third-round encounter against U.When Djokovics last ball floated long, the crowd leapt up and cheered as Istomin thrust his arms into the air.Andy Murray, who replaced Djokovic at No. 1-ranked Caroline Wozniacki. 18 Richard Gasquet. "It can always be a bit better. 13-seeded Roberto Bautista Agut. Hell next play fellow Spaniard and No. "I surprised myself, as well."Istomin, who dropped out of the top 100 last year, had never beaten a top 10 player at a Grand Slam tournament. Asked what hed take out of the match, Djokovic said hed take his bags and go home. "Now I feel I can play with these guys, and to be with them on the same level. Open semifinalist Gael Monfils, No. 117-ranked Istomin a 7-6 ( , 5-7, 2-6, 7-6 (5), 6-4 win.Djokovic was aiming to be the first man to win the Australian title seven times, and had never dropped a set in six previous meetings against Istomin.After 4 hours and 48 minutes, he sent a service return long to give No.S.Rod Laver Arena was not entirely full, with at least one-fifth of the 15,000 seats empty by the fifth set. He deserves to win," Djokovic said. 1 in the rankings late last year and has been a five-time Australian Open runnerup, returned to the practice court for an afternoon hitting session."The 30-year-old Istomin will play No. 189-ranked Anna Blinkova 6-0, 6-2 in 59 minutes

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September 09, 2020

The joyous festive season calls for a vibrant

Use LED light for no hassles or use fragranced wax candles, depending on your choice. Keep them in the center of the prayer room and arrange a spacious seating area around it. Add a nice dari or carpet in place of small mats to bring a grand look.The joyous festive season calls for a vibrant décor and spacious set up to accommodate friends and family, who visit us.Post the staple Diwali cleaning, plan a lively theme and create an environment by adding brightly coloured pillows and curtains, says Anuradha, as she adds, "Add bright accessories to your space, to give it a rich and vivid look. Add a throw to make it look more stylish. An embroidered, velvet chaddar for your prayers rooms roof, resplendent with the sun motif in gold zardozi can add to the appeal. Move around major and heavy furniture pieces in your house to increase the space and keep light furniture that are portable, recommends interior expert Anuradha Aggarwal, creative director at an interior design studio.

The joyous festive season calls for a vibrant décor and spacious set up to accommodate friends and family, who visit us. Décor expert Sanjiv Bali doles out some hassle-free tips to add charm to your house by making small changes. With fall come festivities galore, and in a country with back-to-back festivals like Navratri, Dussehra, Diwali and other holy occasions, the overall energy around this time goes a notch higher. Place diyas in every room in the house, the entrance, windows as well as every balcony. Give it a royal feel by adding a few elegant bolsters and cushions. For festivals, it is always good to add more of candle lighting. Add silver or gold finish urlis with flowers and candles to decorate. Festivities come with a lot of guests, bringing along with them accommodation issues. Incorporate fragrant jasmine and marigold flowers in the décor or make beautiful Rangoli from different flowers like carnations, marigolds, and orchids in open areas. While everyone loves to indulge in the festivals, it is also important to re-touch the interiors to set the mood and get picture-perfect memories. If there is no exterior space then, one should choose the most spacious area of their house and set up the puja space there." Beautiful silver incense stands can also be used to add pleasant fragrance in the air."Since the next few months will be full of glorious celebrations, don’t forget to be mindful about the eco-friendly ways. For deity statues, marble is a good option as is shining brass for the larger statues and silver for the smaller ones. Gunjan Gupta, design expert, shares some simple refurbishing ideas for festivals and says, "Change your furnishings, change your cushions, it will completely give your living area a new look. Add a small pouffe to your Puja room for convenient seating. Contrast the brilliance of these various hues and scents in your homes with rustic candle stands, glass boxes and trays for serving sweets and snacks to give an earthier feel to your space."The best way to redecorate your home by changing the colour theme of the house, it will change the whole look and feel of the place and make it look like new.

Glass and stone are good materials to use in the prayer room and we’ve been using these materials since ages.During the festive season, plan your functions outdoors like your garden area or veranda to accommodate more people. One could also light beautifully carved intricate silver diya lamps at the entrance of their home or set up a nice brass float vessel with flower petals and candles for an ethnic touch. Add outdoor hurricanes, it will make for a good and inviting entrance for your guests. Add brass trays for flowers and fruits and other offerings to God. Add fresh flowers, preferably of the traditional yellow and orange colours, to create a refreshing space. Diyas give an earthy aesthetic to your homes and also signify lighting up every inch of your household to create a passage for Goddess Lakshmi. Changing the overall colour scheme is the easiest way to bring in the pomp and plush. He says, "Since festivals are incomplete without proper lights, bring Threaded Rod Astm home clay diyas and use it for decoration

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August 25, 2020

The BJP is yet to announce its much awaited

The BJP is yet to announce its much awaited reconstituted national executive, even though Amit Shah was re-elected as the BJP president in January this year. Instead of state leaders from a "certain camp" or those "close to certain senior leader or leaders", Mr Modi wants to give prominence to leaders who can deliver and can discharge effective leadership in the national executive and have a mass base, sources said.Even RSS China threaded rod Manufacturers had stressed on this issue on various occasions to the BJP top brass.With Prime Minister Narendra Modi wanting "Jan netas” and "credible faces” to represent their respective states in the BJP’s national executive, the party leadership is apparently finding it hard to m With Prime Minister Narendra Modi wanting "Jan netas" and "credible faces" to represent their respective states in the BJP’s national executive, the party leadership is apparently finding it hard to meet the criteria. Though the list of names from states had reached Mr Shah some time back but the BJP president, it was learnt, was not satisfied with most of the names. Speculation is rife that the new national executive could see a major overhaul if the BJP top brass really decides to go with the Prime Minister and RSS’s advice, else only few new faces would be included in the new national executive. Factionalism in state units is always a worry for the BJP leadership and the party often has to face criticism over leadership crisis in its state units.Sources disclosed that both RSS and Mr Modi want "credible faces" to represent their states in the reconstituted national team. Also, the leadership is finding it hard to "accommodate" most of the existing national executive members, which it wants to "replace" with "credible faces" elsewhere. The party top brass also want "younger faces" to be given preference and more responsibilities in the national team. Other than the national executive, Mr Shah has to announce the new team of the party’s national office bearers.Sources said most of these existing members are senior state leaders and the party leadership is in two minds whether or not to "upset" them

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