The biomedical world is flooded in data. We have a lot of genomic information from mouse to human, precious health measurements from clinical tests, and a large amount of so-called real-world data from insurance companies and drugstores. Using powerful computers, scientists have carefully researched it with some fine results, but it has become clear that we can learn much more with an assist from artificial intelligence. Over the next decade deep-learning neural networks will likely transform how we look for patterns in data and how research is conducted and applied to human health. This special report explores the future of this new transformation.
Right now the biggest assumptions are being placed in the field of drug discovery, and for good reason. The average cost of bringing a new drug to market nearly doubled between 2003 and 2013 to $2.6 billion, and because nine out of ten fail in the final two periods of clinical tests, most of the money goes to waste. Every large drug company is working with at least one AI-focused start-up to see if it can raise the return on investment.
Machine-leaning algorithms(算法)can get through millions of chemical compounds, narrowing the choices for a particular drug target. Perhaps more exciting, AI systems—free by leading theories and biases—can identify entirely new targets by spotting tiny differences at the level of cells, genes or proteins between a healthy brain and one marked by Parkinson’s—differences that might avoid or even puzzle a human scientist.
That same sharp eyed ability is also being used to explain medical scans. Some systems can already discover early signs of cancer that might be missed by a radiologist or see things that are simply beyond human capacity—such as evaluating cardiovascular(心血管)risk from a retinal scan. The Food and Drug Administration is approving imaging algorithms at a rapid click. Other AI applications lie a bit further down the road.
Will the inefficiencies of today’s electronic health records (EHRs) be solved by smart systems that prevent prescribing mistakes and provide early warnings of disease? Some of the world’s biggest tech giants are working on it.
Despite fears that machines will replace humans, most experts believe artificial and human intelligence will work cooperatively. The bigger concern is a shortage of people with both biomedical knowledge and algorithm proficiency. If this human problem can be solved, the key to creating successful AI applications may depend on the quality and quantity of what we provide them with. “We rely on three things,” says the CEO of one deep-learning start-up. “Data, data and more data.”
1. Why do large drug companies work with AI-focused start-up?A.Because it is required by the government to do so. |
B.Because it helps to explore new medicine with others. |
C.Because it saves costs for drug companies to explore AL. |
D.Because it’s used to check if the return on investment can be increased. |
A.Positive. | B.Negative. |
C.Neutral. | D.Unclear. |
A.Why New Technology Will Change Our Life |
B.How Artificial Intelligence Will Analyze Data |
C.How Artificial Intelligence Will Replace Humans |
D.How Artificial Intelligence Will Change Medicine |
相似题推荐
This is what Ken Drew found out when he was lucky enough to be recommended to medical practitioner Dr. Patel. Patel is considered something of a genius, and has been called a modern day Louis Pasteur. You’ve heard of him, of course—Pasteur figured out how to keep milk from getting spoiled. Dr. Patel is like a Louis Pasteur for keeping your body from getting spoiled from chronic(慢性的) diseases.
“Foggy thinking, slightly constipated(便秘的), heart pain,…you name it. It’s part of getting old,” you say. “It’s just stress.” Most of the body’s immune defenses are all located in your stomach, so when you have a hidden food allergy and you expose yourself to harmful foods, your defenses malfunction(故障) and disease-carrying bacteria take over. Had you not eaten that one food you were allergic to for breakfast, you would never have got sick.
Together, Dr Patel and Ken Drew have developed the Reverse My Disease program, which claims it can bulletproof your body against diseases like arthritis(关节炎), Alzheimer’s, diabetes, heart disease and cancers. You won’t need a prescription and there isn’t any kind of medical procedure involved. There’s no medical jargon, no complicated diet to do. What it does do is claim to tell you how to hack your body’s natural defense system.
Dr. Patel has remained under the radar of the entire medical establishment because his ideas are so threatening to doctors who don’t want you to stop being sick enough for them to write you prescriptions. Those doctor visits cost you, so check out Reverse My Disease if you want to prevent disease by learning how to eat food that won’t harm your body.
1. We can learn from the passage that Louis Pasteur ________.
A.made great contributions to keeping human body from getting spoiled from chronic diseases. |
B.has developed the Reverse My Disease program with Dr. Patel. |
C.recommended Ken Drew to Dr. Patel. |
D.might be a great scientist who did research on bacteria. |
A.they are getting old. |
B.their immune defenses are all located in your stomach. |
C.they don’t eat the right food. |
D.they are involved in a medical procedure. |
A.damage | B.defend |
C.diagnose | D.demand |
A.Once you get sick or depressed, you should go to the doctor for a prescription. |
B.You can find a prescription or a complicated diet from the Reverse My Disease program. |
C.Exposing yourself to harmful foods causes problems to your defense system. |
D.Reverse My Disease program has been well-accepted by doctors. |
A.Unconcerned. | B.Supportive. |
C.Cautious. | D.Negative |
【推荐2】Zhang Ying, 23, could have been a news host after four years studying broadcasting and talk show hosting at the university. So could Du Xintong. Instead of just becoming talking heads on TV, they decided to use their knowledge to help millions of children with speech disorder to find their own voices. They co-founded Voice Changer,which offers language rehabilitation(复原)for teenagers in China through online and in-person service platforms.
According to Zhang, each child needs to finish at least one three-month course, which consists of three 40-minute sessions a week. The length of the overall training program is dependent on each child's condition upon their evaluation.
“When we are teaching in-person courses, the parents cannot accompany their children. The children may feel a bit nervous in a strange environment, but they soon get used to it and start to enjoy the training,” she says.
They also launched a mini program on WeChat that provides online services for families of children with speech disorders-parents can upload their child's information and recordings to the self-testing tool and get a report. As well as online speech therapy(治疗),there are also online courses for parents,including guidance for speech therapy at home.
“We insist that parents should accompany their children when taking online courses as they need to play the role of both teaching assistant and desk mate,” she says.
There are only 10. 000 speech therapists in China, many of whom are not full-time. Unlike common volunteer work, to be a speech therapist volunteer, complex training is required before services can be offered.
“Speech therapy is a complex subject which requires knowledge, including training in education, psychology, linguistics and so on,” Zhang says, adding that their team has developed a training system for the volunteers to grow into professional speech therapists. They prefer to employ college students majoring in related subjects. such as broadcasting, linguistics, Chinese languages and literature or special education.
1. What is Zhang Ying's occupation now?A.A news host. | B.A speech therapist. |
C.A psychologist. | D.A college student. |
A.Each lasts three months. | B.They are intended for teens. |
C.Parents' company is a must. | D.They vary from person to person. |
A.To help their children learn better. |
B.To have some knowledge of psychology. |
C.To leave their children alone without interrupting. |
D.To upload their children's information to a therapist. |
A.Because speech therapy is a new industry. |
B.Because being a speech therapist is demanding. |
C.Because students majoring in related subjects are few. |
D.Because people don't want to take it as a full-time job. |
【推荐3】Cosmetic surgery (整容手术) is not something to be entered into lightly. Unfortunately, in this modern world, we have become confused by very narrow standards of beauty. Images of stars who never seem to age are seen everywhere these days. We forget the fact that most of these images are the result of super photo manipulation (处理), driven by the extremely powerful beauty industry. We are all different — why should we all look the same? Isn’t there more to life than having surgery in order to have the same boring face that everybody else wants to have?
—Dr Elisabeth McKenna, Psychologist
Yes, it’s not real! That’s what I told my friends when they started asking me about my nose job. I’d always been sensitive to my nose, but it took me a long time before I decided to go for cosmetic surgery. I took advice from several doctors and after careful consideration I finally decided to have it done. I had been saving money from my part-time job and my parents helped me out with the rest. It was quite expensive but I don’t regret a penny of it. In fact I wish I’d had it done a few years ago. I’ m sure I wouldn’t have been laughed at so much at school.
—Debbie Caron, Student
It makes me really angry to think of the millions of people who spend much money on cosmetic surgery. Surgery should be carried out for medical purposes, not vanity (虚荣心). I would rather all the money spent on cosmetic surgery was used to treat people around the world who are in need but can’t get proper medical treatment. Furthermore, there are thousands of under-qualified doctors out there who only care about getting as rich as possible as quickly as possible. They don’t care about the psychological and physical damage they do. The whole industry makes me sick. We should do something to stop it.
—Danny Glass, Student
1. What does Dr Elisabeth McKenna suggest?A.Don’t be fooled by “perfection”. |
B.Cosmetic surgery often goes wrong. |
C.The beauty industry needs improving. |
D.It’s unnecessary to set new standards of beauty. |
A.More friends. | B.More worries. |
C.More self-confidence. | D.More job opportunities. |
A.They should be treated as patients. |
B.They hurt themselves psychologically and physically. |
C.They can have a new start. |
D.They waste money and medical resources. |
According to the ancient Greek mythology, King Midas might be one of the world’s earliest alchemist, who was granted by the god Dionysus the magic power to turn anything he touched into gold. Unfortunately, the king soon realized that this ability was more of a curse than of a gift as he had to suffer the loss of many of life’s real pleasures, including the taste of good food and the embrace of his beloved daughter.
While the story of the greedy Midas is meant to warn against becoming a slave to one’s desires, it also reflects our human greed for gold. This extremely attractive metal has captivated humans over thousands of years, ever since the days of the ancient Egyptians, and has been the basis of currency for many civilizations over centuries.
Today gold remains the foundation of the luxury jewellery industry and, in recent years, has become one of the most prominent materials in the production of our latest necessity --- modern electronics. Gold is used to make many of the devices we love, such as cellphones, tablets and laptops. This is due to its highly efficient electrical properties and its resistance to corrosion, which are unmatched by any other metal. But the manufacturing of just 40 mobile phones requires approximately one gram of gold, which corresponds to nearly a ton of mined ore. Given the persistent rise in electronics production, and the limited and decreasing supply of gold, how will we maintain the supply of this precious material for many years to come?
One solution might be found in the recycling of electronic waste, a process often referred to as urban mining. Given that a metric tonne of recycled laptop circuit boards can have between 40 and 800 times more gold than found in a metric tonne of ore, it seems unreasonable to redeposit the precious metal into the earth via landfills. Despite this, and the fact that urban mining is growing more cost-effective by the day, only 20 per cent of all electronic waste is currently recycled. In 2017, the Global E-Waste Monitor projected that the amount of electronic waste generated by the end of 2021 would reach 52.2 million metric tonnes.
It is estimated that the value of the gold in our garbage exceeds €10 billion ($11.2 billion). On top of that, the many other precious metals in the garbage, such as silver, copper and platinum, add even more value to our waste. Therefore, given its economic and technological importance, it is time to consider whether other sources of gold, which are not yet decidedly possible to access, can also be exploited in the future.
While King Midas might have appealed to the gods for an easy solution to acquire gold, modern alchemists use the latest technology to achieve ancient dreams. It is these qualities that might eventually lead to environmentally mindful and energy-efficient technologies for extracting gold from incredible places.
1. The underlined word “captivated” in paragraph two can be best replaced by .A.cultivated | B.jailed | C.satisfied | D.tempted |
A.aiding the business of waste recycling industry. |
B.being used in manufacturing jewellery. |
C.constituting an essential part of electronic devices. |
D.forming the basis of currency. |
A.To save more laptop circuit from being wasted. |
B.To deposit more precious gold. |
C.To preserve gold for future use. |
D.To make a profit by recycling life garbage. |
A.analyze the loss caused by electronic waste |
B.illustrate the magic power of urban mining |
C.interest the readers with the rich history of ancient Greece |
D.warn the world against becoming slaves to material gains |
【推荐2】Scientists have known for many years that houseplants benefit people’s well-being. Now researchers have found a way to make plants even better for human health. Using a method called genetic modification(基因编辑), they raised plants that reduce indoor air pollution. GM means changing a plant or animal by fixing its DNA, including adding DNA from another species(物种).
Indoor air pollution is produced by cleaning products, cooking, and dust, among other things, and it can be bad for people’s health. In 1989, research done by NASA found that houseplants could clean the air in a home. Later studies, however, showed that plants actually made too small a difference to help much. Since then, scientists have been experimenting with the DNA of certain houseplants to try to create one that will reduce more air pollution.
In 2018, scientists from the University of Washington decided to adapt a houseplant called pothos, or devil’s ivy, which is popular and easy to care for. The team added new DNA based on a chemical found in a rabbit’s liver. In the animal, the chemical breaks down harmful matter. The team found that the new DNA made the plant better at taking in pollution.
More recently, a company called Neoplants added more DNA, from two types of bacteria(细菌). As the devil’s ivy grow, the team studied it carefully. Tests suggested that it was up to 30 times better at taking in pollution than the non-GM plants that NASA tested back in 1989. The company is also planning to add bacteria to the soil that comes with the plant, which could help break down even more polluting gases.
There is more work to be done, but the team at Neoplants plans to use this technology in other types of houseplants. If all goes well, the company hopes people in the US will be able to decorate their homes with pollution-busting plants by next year. Another company, Origen Air, sells a plant-based system that cleans the air in businesses and homes. It has already appeared on the market in Canada.
1. How can houseplants benefit people’s health according to the text?A.By relaxing people’s minds. | B.By producing more oxygen. |
C.By cutting down air pollution. | D.By killing the bacteria in the air. |
A.It is a rare and high-demanding houseplant. |
B.NASA was the first to study its health benefits. |
C.The plant itself can break down harmful chemicals. |
D.GM technology betters its ability to reduce air pollution. |
A.No similar plant-based system has been put into use up till now. |
B.Further improvements are needed before the system goes into service. |
C.Application of the technology to other types of houseplants is already underway. |
D.Neoplants’ genetically modified houseplants are sure to appear on the market soon. |
A.Health and sport. | B.Arts and entertainment. |
C.Science and technology. | D.Animals and the environment. |
【推荐3】As the world struggles to deal with climate change, some companies are working to capture(捕捉) polluting carbon dioxide(CO₂) from the air.
The heavy use of fossil fuels(化石燃料) over the last 150 years has released massive amounts of greenhouse gases, like CO₂, which have caused the Earth to warm up.
Scientists say large amounts of CO₂must be removed from the atmosphere and stored. Plants and trees do this naturally. But there’s so much CO₂in the atmosphere that just planting trees and protecting forests won’t solve the problem. And, when plants and trees die, the carbon they’ve stored gets released again. That means humans need to come up with ways of removing carbon from the air and storing it. This is called Direct Air Capture(DAC).
A company called Heirloom has just opened the first DAC plant in the United States. Heirloom’s process uses limestone, a common rock, to capture CO₂. The company heats up the limestone to separate out the CO₂, which is then locked away in concrete. Heirloom uses renewable electricity to produce the heat, so the process, though expensive, doesn’t produce more CO₂. The new plant can remove 1, 000 tons of CO₂a year. That’s a tiny amount compared to how much carbon needs to be removed from the atmosphere. But the company says it hopes to remove a billion tons per year by 2035. Graphyte, another US company working on DAC, collects unwanted plants and wood products and dries them completely so they can’t break down. Graphyte then smashes them into small bricks and buries them deep underground.
Not everyone is excited about carbon removal. Some experts worry that it will take too long for DAC technology to become powerful enough to make a difference. Others worry that focusing on removing carbon could take attention away from more important climate actions, like switching from fossil fuels to renewable energy.
1. What does the author try to say in paragraph 3?A.Protecting forests is necessary. | B.The climate crisis is unavoidable. |
C.Why DAC has come into being. | D.Why there’s much CO₂in the air. |
A.It’s hard to find proper limestone. | B.The process produces more CO₂. |
C.It needs an amount of electricity. | D.It doesn’t capture enough CO₂ now. |
A.It promotes renewable energy. | B.It has a long way to go. |
C.It can beat climate change. | D.It is so cost-effective. |
A.Exploring Methods of Removing CO₂ |
B.Building Two Plants to Capture CO₂ |
C.Planting Trees to Fight Climate Crisis |
D.Replacing Fossil Fuels by Using DAC |
【推荐1】A concern raised by some motorists is that, on urban roads without bicycle lanes, cyclists will slow down motorized vehicles and therefore create congestion(拥堵). Researchers evaluated speeds on six roads in Portland at different times of day, including peak traffic hours. They did a detailed comparative analysis of the travel speeds of passenger cars on lower volume urban roads without bicycle lanes, and found that a 1 mph differential in speed caused by the presence of a cyclist would not cause congestion.
The study also found that cyclists riding on a downhill road, and therefore traveling faster, were less likely to be overtaken by motorists. In a Forbes article on the research. "Cyclists Don't Cause Congestion: ‘Must Get In Front’ Maneuvers By Motorists Pointless," Figliozzi agreed that this has possible suggestions for e-bike riders, who can often travel at faster average speeds than cyclists on standard bicycles. "Those on e-bikes are not as affected by uphills, and have better travel performance regarding speed and acceleration. In a low volume and low-speed street, motorists are less likely to overtake e-bikes because the speed differential is smaller or maybe zero,” Figliozzi told Forbes.
"The hope is that our study discourages policymakers from throwing out shared roadways as a practical option because of the viewpoint that bicyclists will slow down the mobility and speed of drivers," Schaefer, another researcher shared. "While the preference is to separate modes through separated, protected bike lanes — that's not always possible in every urban setting. ‘Bike boulevards’, or ‘Neighborhood greenways’ as we call them here in Portland, are great alternatives on low-volume, low-speed roads to build out a safe, well-connected bicycle network.”
Due to limitations regarding similarities among some site characteristics, this study is currently being expanded to include a large number of sites displaying a more diverse range of functional classifications, roadway markings, speed limits, roadway grades, and traffic volumes and compositions. Additionally, the new study will explore how oncoming traffic speed and volume may affect opportunities for overtaking bicycles, and the underlying connection to passenger car speeds on roads without bicycle lanes.
1. What did the research find according to paragraph 1?A.Urban roads lacked bicycle lanes. |
B.Urban roads had more speeding vehicles. |
C.Bicycles didn't cause traffic jam on lower volume urban roads. |
D.The presence of a cyclist accidentally slowed vehicles in Portland. |
A.They are always overtaken by motorists. |
B.They often ignore the road rules while traveling. |
C.They need to control their speed on an uphill road. |
D.They go almost as fast as motorists on the low-speed street. |
A.In one-way streets | B.In high-speed streets. |
C.On roads with light traffic. | D.On uphill and downhill roads. |
A.Potential. | B.Unusual. |
C.Obvious. | D.Demanding. |
【推荐2】Born in the 1950s, shopping malls were once the symbol of the U.S. consumer culture, but many are now dying out.
Dying shopping malls can be found across the United States, often in middle-class suburbs. Economic decline in certain areas together with an upward trend towards online shopping and new forms of urban shopping centers have pushed the once seemingly unbeatable shopping malls into decline. It is estimated that 15 to 50 percent of shopping malls may close in the coming decades.
American shopping culture follows its housing culture. Numerous shopping malls were therefore born after the Second World War, as Americans with cars and fat wallets moved to the suburbs. U.S. shopping malls were built at a rapid pace as shoppers fled cities, peaking in the mid-1990s when they were being built at a rate of 140 a year. Thus, too many shopping malls are left though construction has gradually decreased since then.
Currently, there are around 1,500 shopping malls across the U.S. Most share a handful of similar feature. They usually contain two or three stories of stores separated by walkways. Food courts serve pizza and other fast food. Parking lots are big enough to easily misplace a car.
Shopping malls in Europe might contain grocery stores or childcare centers, while those in Japan are often built around mass transit (交通枢纽). But the suburban American shopping malls are hard to get to and mainly sell clothes and gifts.
As many shopping malls became redundant (过剩的), leaders in many U.S. towns who once fought for malls now struggle with how to transform them to new uses. Highland Mall in Texas is being transformed into a community college campus, and Lakeland Mall in Florida now houses a megachurch (大型教会). Others have been redeveloped to include housing, offices and even green space. However, it is hard to imagine every shopping mall meeting the demands for such transformations.
1. What is this passage mainly about?A.The introduction to American consumer culture. |
B.The changes in Americans' shopping habits. |
C.The growth of American shopping centers. |
D.The decline of American shopping malls. |
A.After the Second World War | B.In the mid-1990s. |
C.After mass transit appeared. | D.In the 2000s. |
A.They make them look different from each other. |
B.They make them more accessible to the public. |
C.They change them to serve other purposes. |
D.They move them to the urban areas. |
【推荐3】Americans do not believe their personal information is safe online, suggests findings from a new poll (民意调查). They are also not satisfied with the federal government’s efforts to protect such information.
The Associated Press-NORC Center for Public Affairs Research and Meri Talk did the polling. It found that 64 percent of Americans say their social media activity is not secure. About as many have the same safety concerns about online information that shares their physical location. Half of Americans also believe their private text messages are not secure.
They are not just concerned. They want the federal government to do something about it. Almost 75 percent of Americans say they support creating laws for how companies can collect, use and share personal data.
A majority of those who took part in the poll said they have more trust in private companies than the federal government to address security and privacy issues. This comes even after years of hacks (黑客) of U. S. corporations that shared the personal information of millions of people around the world.
The poll answers showed that about 71 percent of Americans believe that individuals’ data privacy should be treated as a national security issue. But only 23 percent are satisfied with the federal government’s current efforts.
The law follows similar measures passed in California and Virginia, and gives people the right to find and delete personal information. Colorado’s law also permits people to choose out of having their data tracked and sold. Facebook and other companies opposed the bill.
The poll showed that protecting personal information online is “an area where people do see a direct role in government,” Benz said.
1. What percentage of Americans think their private text messages are not safe?A.36 percent. | B.50 percent. | C.64 percent. | D.75 percent. |
A.Creating laws for companies to deal with personal data. |
B.Allowing personal data to be treated as a business issue. |
C.Giving private companies more control over data privacy. |
D.Trusting the federal government to fix the problem for them. |
A.Themselves. | B.Social media platforms. | C.Private companies. | D.The federal government. |
A.Americans are not safe online. | B.Americans are trying to protect themselves online. |
C.Americans have little trust in the federal government. | D.Americans have little trust in online security. |