The radiologist and I were looking at the screen together when we saw the same large black mass: cancer.
例如,设想放射科医生学习区分肿瘤影像与非肿瘤影像。
Imagine, for instance,a radiologist learning to tell the difference between images of tumors and non-tumors.
这使得放射科医生能够有效地告诉外科医生,‘这是重要的数据。
This allows the radiologist to effectively tell the surgeon,'This is the important data.
放射科医生会分析它们的形状和性质,因为它们有时可能是癌症的征兆。
The radiologist will check their shape and pattern, as they can sometimes be a sign of cancer.
放射科医生会对图像进行分析,并将结果报告给您的医生。
The radiologist will study the images and report the findings to your doctor.
训练有素的AI现在比放射科医生更擅长发现乳腺癌和其他癌症。
Well-trained AIs are now better at spotting breast tumours and other cancers than radiologists.
第二,机器学习将取代放射科医生和病理解剖学家的许多工作。
Second, machine learning will displace much of the work of radiologists and anatomical pathologists.
放射科医生将寻找白色高密度组织区域,并记录其大小、形状和边缘。
The radiologist will look for areas of white, high-density tissue and note its size, shape, and edges.
放射科医生将检查计算机上产生的图像,并将结果报告给医生。
A radiologist will look at the images produced, and report the results to your doctor.
古雅的我以为你是放射科医生,根据定义,他们几乎从未见过病人(或很少见到病人)。
I thought you were a radiologist, who by definition almost never see patients(or do so very little).
从某种意义上说,放射科医生就是这一切背后的大脑。
In a sense, the radiologist is the person who is the brains behind all of this.
在肺癌的CT筛查过程中,放射科医生必须要分析数百万的CT影像,这对医治过程来说是一个很大的负担。
In CT lung cancer screening, millions of scans will need to be analyzed, creating an enormous burden for radiologists.
很明显,在五年内,深度学习将比放射科医生做得更好。
It's just completely obvious that within 5 years, deep learning is going to do better than radiologists.
在大脑神经领域,深度学习具备很多放射科医生难以实现的功能,特别是在辨别全局性、细微性的影像变化上。
In the field of brain nerves, deep learning has many functions that radiologists are difficult to achieve, especially in discerning global and subtle image changes.
Most centers now use digital mammography, rather than film, because radiologists can fine-tune the digital electronic images so that tiny abnormalities stand out better.
从那时起,他就经常借助部落格来传播放射学的相关知识,并逐步成为世界上最受欢迎的部落格放射科医生。
After then, he has used his blogs for education for the field of radiology and he became the most famous blogging Radiologist around the globe.
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