求一段英语对话,题目:假如你被误会了你该怎么处理?

I am sorry, it"s a mistake.

Always know that because of misunderstanding

you got me wrong!

argue with sb.

Let you get it wrong.

I think there is something misunderstood between us.

Sorry,I think you have misunderstood me.

口语里一般用 get sb. wrong You got me wrong .应该是及物动词．不及物的后面是要加介词的，不能直接跟me．

人的一生难免会误会别人，也难免会被亲朋好友误会。当你在和别人之间有了误会。一定去要解释，也要静下心允许别人解释？因为在这个世界上谁也不会了解到谁心里每一刻都想些什么。每个人经历不同，所受的教育方式不同，所以在处理某些事情的方法不同． 　　　 　　　每个人都希望自己活得坦荡，轻松，开心。对于一个人来说，“朋友”“亲人”的份量都是挺重的。所以一旦有误会就应该作出解释，不管对方是哪一种类型的朋友和家人。这是对自己负责任的人生态度，否则就会有遗憾。至于对方是否谅解你或是否接受你的解释，那是他的修为，不是你的问题了，也不是你能控制的。至于其他的，都只是技巧问题了　 　　 　　就我的经验来说，有误会一定要解释清楚，否则的话，就算是两个人事后仍然要好，但彼此的裂痕也一定有了，以后再也不会象原来那么好了。如果解释清楚就不一样了，也许你诚恳的措辞，会使你们的感情更加稳固呢？　 　　　在生活中你也许碰到过这种情况时，有的事你可能觉得不好开口，你可以写一封信给对方。一来写信时自己都可以多读几遍，修改几次，把不恰当的语句改得更通情达理，也显更诚恳一些，不会象当面说话那样，不小心用错了词，让误会更深；二来用书面的形式，给人的感觉比较委婉、缓和，不至于象当面说那样容易争执起来；三来信这种形式对方一定会耐心看下去，不会出现象电视剧里演的那样，一个拼命“你听我说嘛”，一个却“我不要听，你走！”什么的。　 　　　当然不是所有的误会都要解释的。有一种误会你就无须去解释，当你的某种行为被人误会上有了暧昧的色彩了。你除了向自己最亲近的人解释，其他的朋友就没必要解释了。因为在这种情况下。解释多了，反倒越描越黑。不如让时间去解释。去淡化更好　．　

"I let you misunderstand""I"m sorry to put you out in the cold"

我爱你！的英文单词缩写很奇怪。

Don"t get me wrong.不清楚为什么和别人的说的不一样.反正我一直都用这句.不是我们英语老师教的..是电视上一个韩国英语教师的说的...

以下是 少儿英语频道为大家整理的《英语小故事30字带翻译-误会》，供大家参考。更多内容请看本站 少儿英语 频道。 　Wrong 　　Mark"s favorite cup is broken, and he feels unhappy. Susan sees and asks him, “ You look sad. What"s the matter?” 　　Mark says, “There is something wrong with my cup.” 　　Susan says, “Don"t worry. I can repair it.” 　　Mark feels surprised and asks, “Repair? You can repair it? You?” 　　“Yes. Believe me! Where is it?” Susan answers. 　　“Here. My cup is broken. Are you sure you can repair it?” Mark takes out his cuo. 　　误会 　　马克最喜欢的杯子了，他很不开心。苏珊看见了就问他：“你看上去不太开心。怎么了?” 　　苏珊说：“别担心。我会补好它的。” 　　马克听了感到奇怪，就问她：“补?你会补?真的吗?” 　　“没错。相信我。在哪里呢?”苏珊说。 　　“这儿。我的cup破了。你确信补好它吗?”马克拿出了杯子。 　　“cup? 你以为是cap.”苏珊说道。说完他俩都笑了。

I"m not saying you.You"re mistaken

【典故出处】：王朔《人莫予毒》：「单立人和曲强开始意识到，这可能是一场误会，但也得问下去。」 【成语意思】：指一次错怪别人 【通用拼音】：yī chǎng wu hui 【使用频率】：常用成语 【成语字数】：四字成语 【感 *** 彩】：中性成语 【成语用法】：一场误会，作宾语；用于人对人或事物的看法。 【成语结构】：偏正式成语 【英语翻译】：a misconstrue 【成语例句】：这原来是一场误会 【成语故事】： 东汉末年，关羽过五关斩六将奔向汝南，路过一座古城，见到张飞。张飞以为他投降了曹操举刀便砍。关羽怎样解释都没用，刘备的两位夫人作证也不行。刚好曹操的追兵蔡阳率军赶到，关羽杀了蔡阳。张飞才消除一场误会，他们和好如初

两篇范文如下:Hi my dear friend,In the very beginning, I want to deliver my sincere apology to you! At receiving your mail tonight, I felt stunned for quite a while. Then after I went back to my feet, I still felt somewhat confused. You told me that you are not fond of others" making jokes on and saying something irrelevant to you, and you wished I could respect you. After finishing your mail of no more than 30 words, I felt deeply guilty at heart. Though I still had no idea what I said had hurt you, I know there must be some that made you sick today. Therefore, I am apologizing to you sincerely now!My dear friend, I hope you can forgive me. Since we shared the same body-building class, I have been treating you as one of my good friends. You have helped me a lot all the way, like replying to me timely once I asked questions, or sending the data I needed to me timely, and helping me occupy the seat in managerial accounting class. However, I have done little for you in return, which makes me feel guilty until now. We are both learning double academic degrees, one of which is accounting. Hence, we have a lot of mutual classes and have become good friends who can chat with one another wildly. I think you must have known me well.

an understanding

这是一个误会,别太在意英语：This is just a misunderstanding, don"t mind.

Dealing with Misunderstandings between Teachers and Classmates in SchoolMisunderstandings can happen easily between teachers and classmates in school, which may lead to conflicts and affect the learning atmosphere. Therefore, it is important to deal with misunderstandings properly and maintain good relationships with each other.Firstly, communication is the key to solving misunderstandings. When misunderstandings occur, both teachers and classmates should communicate with each other calmly and respectfully. They should express their own thoughts and listen to each other"s perspectives, trying to find a common ground and a solution that works for everyone.Secondly, empathy is also crucial in dealing with misunderstandings. Both teachers and classmates should try to put themselves in each other"s shoes and understand each other"s feelings and needs. They should avoid making assumptions or jumping to conclusions, and instead, seek clarification and ask questions to gain a better understanding of each other.Thirdly, forgiveness and compromise are important in resolving misunderstandings. Both teachers and classmates should be willing to forgive each other"s mistakes and shortcomings, and be open to finding a compromise that satisfies everyone"s needs. They should avoid being stubborn or insisting on their own way, and instead, be flexible and open-minded.In conclusion, misunderstandings are inevitable in school, but they can be resolved through effective communication, empathy, forgiveness, and compromise. Teachers and classmates should work together to create a positive and supportive learning environment, where everyone feels respected, valued, and understood.

口语化don"tgetmewrong!书面语don"tmisunderstandme!

应该是abeautifulmisunderstanding(一场美丽的误会)修饰词不应该用WHITE,一楼的想必想到了"白色的谎言"(whitelie),但是美丽的就是美丽的,"whitelie"是一个特定词组,并没有"whitemisunderstanding".

by mistake：错误地 例句：Someone took my cup by mistake. 有人错拿了我的杯子。 扩展资料 　　mistake 　　n.(言语或行为上的")错误，失误;(用词或数字等上的)错误，口误，笔误 　　v.误会;误解;看错 　　第三人称单数： mistakes复数： mistakes现在分词： mistaking过去式： mistook过去分词： mistaken 　　例句： 　　Leaving school so young was the biggest mistake of my life. 　　我一生中最大的错误就是那么年轻就离开了学校。 　　You must try to learn from your mistakes. 　　你得从所犯错误中吸取教训。 　　It"s easy to make a mistake. 　　犯错误很容易。 　　He made one big mistake, and, as a result, lost his job. 　　他犯了个大错，结果丢了工作。 　　I made the mistake of giving him my address. 　　我真不该把我的地址给他。

2015英语笑话：误会 　　误 会 　　Marku2019s favorite cup is broken, and he feels unhappy. 　　马克最喜欢的`杯子破了，他很不开心。 　　Susan sees and askshim,"You look sad. Whatu2019s the matter?" 　　苏珊看见了就问他：“你看上去不太开心。怎么了?” 　　Mark says,"Thereis something wrong with my cup." 　　马克回答说：“我的Cup破了。” 　　Susansays,"Donu2019t worry. I can repair it. 　　”苏珊说：“别担心。我会补好它的。” 　　Mark feels surprised andasks,"Repair? You can repair it? You?" 　　马克听了感到奇怪，就问她：“补?你会补?真的吗?” 　　"Yes. Believeme! Where is it?"Susan answers. 　　“没错。相信我。在哪里呢?”苏珊说。 　　"Here. My cup isbroken. Are you sure you can repair it?” Mark takes out his cup. 　　"这儿。我的cup破了。你确信补好它吗?”马克拿出了杯子。 　　"Cup?I thoughtit was cap."Susansays.Then they all smile. 　　“cup?我以为是cap。”苏珊说道。说完他俩都笑了。 ;

　　生活中，我们每个人都有做错事情的时候。那么你知道是什么吗?下面是我为你整理的，希望大家喜欢! 　　 　　1.mistake 　　2.error 　　3.fault 　　4.slip 　　5.inaccuracy 　　mistake常见用法 　　n.错误，过失，误解; 差错，口误，笔误; 失策，失误; 　　vt.& vi.弄错，误解; 　　vt.认不出; 误会; 看错; 　　vi.弄错; 误解; 　　1. The president beat his breast and called that deal a mistake. 　　总裁捶胸顿足，称那是个错误的交易。 　　2. This was a genuine mistake, but it did cause me some worry. 　　这是好心办错事，可是确实让我担心了一阵子。 　　3. Could you have given them the wrong drug by mistake? 　　你有没有可能一时疏忽给错他们药了呢? 　　4. I may have made a mistake in that regard. 　　我在那一点上可能已经犯了一个错误。 　　5. What women mistake as thoughtlessness is often just diffidence. 　　女性误以为是考虑不周的事情往往只是缺乏自信。 　　6. No one should mistake how serious the issue is. 　　任何人都不该低估该问题的严重性。 　　7. I think it"s a serious mistake to confuse books with life. 　　我认为把书本同生活混为一谈是大错特错。 　　8. Beth was struck by how Naomi took the mistake in her stride. 　　娜奥米在失误面前表现得处乱不惊，给贝丝留下了深刻印象。 　　9. That was a mistake. We"ll never do it again. 　　那是个错误，我们永远不会再犯了。 　　10. Why should I pay the penalty for somebody else"s mistake? 　　为什么我要代人受过? 　　error 造句 　　1. The plane was shot down in error by a NATO missile. 　　一枚北约的导弹误将那架飞机击落。 　　2. The hospital blamed the mix-up on a clerical error. 　　医院方面将这一混乱归咎于一处笔误。 　　3. You have to allow for a certain amount of error. 　　你必须将一定量的误差考虑在内。 　　4. Every error is captured, every decision picked to pieces. 　　每个错误都会被抓住，每个决定都会被骂得一无是处。 　　5. The government has said it was an inadvertent error. 　　 *** 声称那是因疏忽造成的过失。 　　6. He had made a humiliating tactical error and he had to go. 　　他犯了一个让他颜面尽失的战术错误，只得引咎辞职。 　　7. It was a diabolical error, a schoolboy error. 　　那是个十分低阶的错误，一个小学生才会犯的错误。 　　8. Many drugs were found by trial and error. 　　很多药物都是通过反复试验才发现的。 　　9. NASA discovered a mathematical error in its calculations. 　　美国国家航空航天局在它的计算结果中发现了一个数学错误。 　　10. No payments were made last week because of a puter error. 　　由于计算机出错，上周未付任何款项。

Sorry I have misunderstood you

A: Hi B, nice to see you.B: Hi A.A: I am sorry I made you confused yesterday.B: Oh, you told a great story indeed.A: I didn"t mean to lie to you.B: So that I could be a good listener.A: The reason why I did not tell you the truth is because I thought...B: Yeah, you thought you were the Jesus. A: I feel so sad that you cannot understand me.B: Oh girl, I am just kidding. Pls give me a kiss.A: You are bad boy.B: I know you just do not want to hurt me.A: Come over, (Kiss)...

Conflict happens,my parents and I,regardless of who is right and who is wrong,a lot of times,I think mom and dad sure very angry,don"t care me,at dinner time also dare not shout hungry,very poor,heart ideal,starve me,so mom and dad will love dearly,but,the fact proved that,I was too childish,mom and dad on my temper is notseparated before a meal,they will make a meal,as usual to call me for dinner,I thinkthings over,I was wrong,I began to self review,mother watching my little mouthpursed,will coax I speak

Clear the Air Tim and Jack had a quarrel, and then they didnu2019t talk with each other for a week. In fact, they misunderstood with each other. Tim thought Jack told the teacher his homework was copied. So did jack. Before this, they were good friends. But once they quarreled again, and spoke the true of fact. Then they cleared their misunderstanding and became friends again. From their experience, I learn that make everything clear is the best way clear the air.

Sorry for having misunderstanding you.

Sorry,I have misunderstood you!

Clear the Air Tim and Jack had a quarrel, and then they didnu2019t talk with each other for a week. In fact, they misunderstood with each other. Tim thought Jack told the teacher his homework was copied. So did jack. Before this, they were good friends. But once they quarreled again, and spoke the true of fact. Then they cleared their misunderstanding and became friends again. From their experience, I learn that make everything clear is the best way clear the air.

Clear the Air Tim and Jack had a quarrel, and then they didnu2019t talk with each other for a week. In fact, they misunderstood with each other. Tim thought Jack told the teacher his homework was copied. So did jack. Before this, they were good friends. But once they quarreled again, and spoke the true of fact. Then they cleared their misunderstanding and became friends again. From their experience, I learn that make everything clear is the best way clear the air.

Clear the Air Tim and Jack had a quarrel, and then they didnu2019t talk with each other for a week. In fact, they misunderstood with each other. Tim thought Jack told the teacher his homework was copied. So did jack. Before this, they were good friends. But once they quarreled again, and spoke the true of fact. Then they cleared their misunderstanding and became friends again. From their experience, I learn that make everything clear is the best way clear the air.

Clear the Air Tim and Jack had a quarrel, and then they didnu2019t talk with each other for a week. In fact, they misunderstood with each other. Tim thought Jack told the teacher his homework was copied. So did jack. Before this, they were good friends. But once they quarreled again, and spoke the true of fact. Then they cleared their misunderstanding and became friends again. From their experience, I learn that make everything clear is the best way clear the air.

Last month we had a math test weeks. There happened to be a math problem but I can not do it. My good friend John wanted to copy my answer, he threw me a piece of paper, but I ignored. After the test we had a drive, since then there have been a great distance between us.

具体是哪些英文呢。，我认识的比较少。

illusion英 [u026au02c8lu:u0292n] 美 [u026au02c8luu0292u0259n] n.错觉;幻想;假象;错误观念复数： illusions例句Do not have any illusions that an industrial tribunal will right all employment wrongs 不要幻想一个劳资仲裁法庭能纠正所有的雇佣不公现象。

Girl or boy?A: Just look at that young person with the short hair and blue jeans. Is it a boy or a girl?B: It"s a girl. She"s my daughter.A: Oh, I"m sorry, sir. I didn"t know that you were her father.B: I"m not. I"m her mother.

wrong incorrect

In the future, you can misunderstand how you like, I don"t care anymore.

误会Avoid Misunderstanding"Why do they keep misunderstanding me?" We often hear people complain. Misunderstanding seems to be one of the most disturbing issues in interpersonal relationships. We often see how it undermines the harmonious relationships between people.Several factors contribute to misunderstanding. First, people with different personal and cultural backgrounds may have diverse perspectives in interpreting one behavior. Second, the language we use as a vehicle of conveying thought can be ambiguous, and various ways of decoding (解码) words may result in barriers in communication. Third, misunderstanding occurs because of a lack of mutual trust. If you have prejudice (偏见) against someone, whatever he says may sound iii intentioned to you.Having gone so far in the exploration of the causes of misunderstanding, we can easily arrive at the ways to avoid them. Firstly, we should be broad minded and be tolerant of the differences among people. Secondly, we should be accurate and appropriate in our handle of language, avoiding misleading words. Thirdly, we should be constructive and patient in dealing with people. If we try hard enough, there will be more understanding and less misunderstanding in this world.If this is your best friend"s words Jiugen him to explain to the contrary, if it is not very important person, would not have had. （2）Because it explains also no use, but people think you have problems. In fact, a person"s life there are many things you do will be misunderstood. But as long as you do the honorable thing, they do. Time will prove your innocence.

笨哪哪，说的是香蕉的意思，用中文说它就是在骂人，我表哥回来就对他爷爷说过香蕉的英文，结果被爷爷一棍子打了过来，他说你小子翅膀硬了是吧，回来骂爷爷，后来小姑指着香蕉跟他解释了半天，终于让他尬了。

My mother is always strict with me, especially after I entered the senior middle school.After I became a senior student, mum often pressed me to study. After school, as soon as I got home, mum hurried me up to do my homework. Even on weekends, mum wouldn"t give me free time. She asked me to take many tutorial classes. I had little time to play. Why couldn"t I play? Although I felt very unhappy, I was obedient to mum. After a period of hard work, I made great progress in my study. In the mid-term examination, I got the first place in my class. when being told the news, Mum said she was proud of me. Now I am full of confidence in my future. I have understood my mum. She has done all the things for the sake of me. I will work even harder as repayment.think that Jesus was and is the most misunderstood person. Being the most misunderstood and yet not demanding to be understood. He provides opportunity for others to understand Him, but He never forces it. It is a choice for someone to understand Him. He provides avenues of understanding through the Scriptures, through the church and others, but He doesn"t force it. What a great reminder of humility that Jesus does not demand that He be understood, but that He provides opportunity then let"s go. So much to learn from the most misunderstood person in the world.

Hello, everyone, I"d like to share with you my ideas about this topic. 　　Parents are the people who love us most, so it"s necessary to keep a good relationship with them. Here are my ideas on how to make it easier to communicate with parents. 　　First, we should respect and trust our parents. Don"t be rude to them even if they have done something wrong. They have experienced more and always try their best to protect us from dangers. Second, if we often talk with them about our life and experience, we will know each other better. Third, if sometimes we don"t agree with our parents" decision, we should try to put ourselves into their shoes and we will soon understand them. 　　Thank you for listening.

1.English words with similar pronunciation often lead to the misunderstanding between English speakers 2.The driver heard the abnormal sound which came from the car engine,so he pulled over and checked his car at once,but everything turned out to be okay at last.

人的一生难免会误会别人，也难免会被亲朋好友误会。当你在和别人之间有了误会。一定去要解释，也要静下心允许别人解释？因为在这个世界上谁也不会了解到谁心里每一刻都想些什么。每个人经历不同，所受的教育方式不同，所以在处理某些事情的方法不同． 每个人都希望自己活得坦荡，轻松，开心。对于一个人来说，“朋友”“亲人”的份量都是挺重的。所以一旦有误会就应该作出解释，不管对方是哪一种类型的朋友和家人。这是对自己负责任的人生态度，否则就会有遗憾。至于对方是否谅解你或是否接受你的解释，那是他的修为，不是你的问题了，也不是你能控制的。至于其他的，都只是技巧问题了 就我的经验来说，有误会一定要解释清楚，否则的话，就算是两个人事后仍然要好，但彼此的裂痕也一定有了，以后再也不会象原来那么好了。如果解释清楚就不一样了，也许你诚恳的措辞，会使你们的感情更加稳固呢？ 在生活中你也许碰到过这种情况时，有的事你可能觉得不好开口，你可以写一封信给对方。一来写信时自己都可以多读几遍，修改几次，把不恰当的语句改得更通情达理，也显更诚恳一些，不会象当面说话那样，不小心用错了词，让误会更深；二来用书面的形式，给人的感觉比较委婉、缓和，不至于象当面说那样容易争执起来；三来信这种形式对方一定会耐心看下去，不会出现象电视剧里演的那样，一个拼命“你听我说嘛”，一个却“我不要听，你走！”什么的。 当然不是所有的误会都要解释的。有一种误会你就无须去解释，当你的某种行为被人误会上有了暧昧的色彩了。你除了向自己最亲近的人解释，其他的朋友就没必要解释了。因为在这种情况下。解释多了，反倒越描越黑。不如让时间去解释。去淡化更好 ．

- - 你是因为什么事误会人家了 没讲要怎么写.. 补充一下问题把

Similar sounding words usually cause a misunderstanding between english speaker.

TWA 是指时间加权平均值；STEL是指短时间（5-15分钟）允许接触浓度。PPM是百万分数符号。

智能医疗有很多的发展方向，例如医学影像处理、诊断预测、疾病控制、 健康 管理、康复机器人、语音识别病历电子化等。当前人工智能技术新的发力点中的医学图像在疾病的预测和自动化诊断方面有非常大的意义，本篇即针对医学影像中的病例分析，降噪，分割，检索等领域来介绍一些常用的数据集。 1.1 病例分析数据集 1.1.1 ABIDE 发布于2013年，这是一个对自闭症内在大脑结构的大规模评估数据集，包括539名患有ASD和573名正常个体的功能MRI图像。 1.1.2 OASIS OASIS，全称为Open Access Series of Imaging Studies，已经发布了第3代版本，第一次发布于2007年，是一项旨在使科学界免费提供大脑核磁共振数据集的项目。它有两个数据集可用，下面是第1版的主要内容。 (1) 横截面数据集：年轻，中老年，非痴呆和痴呆老年人的横断面MRI数据。该组由416名年龄在18岁至96岁的受试者组成的横截面数据库组成。对于每位受试者，单独获得3或4个单独的T1加权MRI扫描包括扫描会话。受试者都是右撇子，包括男性和女性。100名60岁以上的受试者已经临床诊断为轻度至中度阿尔茨海默病。 (2) 纵向集数据集：非痴呆和痴呆老年人的纵向磁共振成像数据。该集合包括150名年龄在60至96岁的受试者的纵向集合。每位受试者在两次或多次访视中进行扫描，间隔至少一年，总共进行373次成像。对于每个受试者，包括在单次扫描期间获得的3或4次单独的T1加权MRI扫描。受试者都是右撇子，包括男性和女性。在整个研究中，72名受试者被描述为未被证实。包括的受试者中有64人在初次就诊时表现为痴呆症，并在随后的扫描中仍然如此，其中包括51名轻度至中度阿尔茨海默病患者。另外14名受试者在初次就诊时表现为未衰退，随后在随后的访视中表现为痴呆症。 1.1.3 DDSM 发布于2000年，这是一个用于筛选乳腺摄影的数字数据库，是乳腺摄影图像分析研究社区使用的资源。该项目的主要支持来自美国陆军医学研究和装备司令部的乳腺癌研究计划。DDSM项目是由马萨诸塞州综合医院（D. Kopans，R. Moore），南佛罗里达大学（K. Bowyer）和桑迪亚国家实验室（P. Kegelmeyer）共同参与的合作项目。数据库的主要目的是促进计算机算法开发方面的良好研究，以帮助筛选。数据库的次要目的可能包括开发算法以帮助诊断和开发教学或培训辅助工具。该数据库包含约2,500项研究。每项研究包括每个乳房的两幅图像，以及一些相关的患者信息（研究时间，ACR乳房密度评分，异常微妙评级，异常ACR关键字描述）和图像信息（扫描仪，空间分辨率等）。包含可疑区域的图像具有关于可疑区域的位置和类型的像素级“地面真实”信息。 1.1.4 MIAS MIAS全称为MiniMammographic Database，是乳腺图像数据库。 乳腺MG数据（Breast Mammography）有个专门的database，可以查看很多数据集，链接地址为： 1.1.5 MURA 发布于2018年2月，吴恩达团队开源了 MURA 数据库，MURA 是目前最大的 X 光片数据库之一。该数据库中包含了源自14982项病例的40895张肌肉骨骼X光片。1万多项病例里有9067例正常的上级肌肉骨骼和5915例上肢异常肌肉骨骼的X光片，部位包括肩部、肱骨、手肘、前臂、手腕、手掌和手指。每个病例包含一个或多个图像，均由放射科医师手动标记。全球有超过17亿人都有肌肉骨骼性的疾病，因此训练这个数据集，并基于深度学习检测骨骼疾病，进行自动异常定位，通过组织器官的X光片来确定机体的 健康 状况，进而对患者的病情进行诊断，可以帮助缓解放射科医生的疲劳。 参考2018年论文：MURA: Large Dataset for Abnormality Detection in Musculoskeletal Radiographs. 1.1.6 ChestX-ray14 参考论文： CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning ChestX-ray14 是由NIH研究院提供的，其中包含了30,805名患者的112,120个单独标注的14种不同肺部疾病（肺不张、变实、浸润、气胸、水肿、肺气肿、纤维变性、积液、肺炎、胸膜增厚、心脏肥大、结节、肿块和疝气）的正面胸部 X 光片。研究人员对数据采用NLP方法对图像进行标注。利用深度学习的技术早期发现并识别胸透照片中肺炎等疾病对增加患者恢复和生存的最佳机会至关重要。 1.1.7 LIDC-IDRI LIDC-IDRI数据集是由美国国家癌症研究所(National Cancer Institute)发起收集的，目的是为了研究高危人群早期肺结节检测。该数据集中，共收录了1018个研究实例。对于每个实例中的图像，都由4位经验丰富的胸部放射科医师进行两阶段的诊断标注。该数据集由胸部医学图像文件(如CT、X光片)和对应的诊断结果病变标注组成。 1.1.8 LUNA16 发布于2016年，是肺部肿瘤检测最常用的数据集之一，它包含888个CT图像，1084个肿瘤，图像质量和肿瘤大小的范围比较理想。数据分为10个subsets，subset包含89/88个CT scan。 LUNA16的CT图像取自LIDC/IDRI数据集，选取了三个以上放射科医师意见一致的annotation，并且去掉了小于3mm的肿瘤，所以数据集里不含有小于3mm的肿瘤，便于训练。 1.1.9 NSCLC 发布于2018年，来自斯坦福大学。数据集来自211名受试者的非小细胞肺癌（NSCLC）队列的独特放射基因组数据集。该数据集包括计算机断层扫描（CT），正电子发射断层扫描（PET）/ CT图像。创建该数据集是为了便于发现基因组和医学图像特征之间的基础关系，以及预测医学图像生物标记的开发和评估。 1.1.10 DeepLesion DeepLesion由美国国立卫生研究院临床中心（NIHCC）的团队开发，是迄今规模最大的多类别、病灶级别标注临床医疗CT图像开放数据集。在该数据库中图像包括多种病变类型，目前包括4427个患者的32,735 张CT图像及病变信息，同时也包括肾脏病变，骨病变，肺结节和淋巴结肿大。DeepLesion多类别病变数据集可以用来开发自动化放射诊断的CADx系统。 1.1.11 ADNI ANDI涉及到的数据集包括如下几部分Clinical Data（临床数据）、MR Image Data（磁共振成像）、Standardized MRI Data Sets、PET Image Data（正电子发射计算机断层扫描）、Gennetic Data（遗传数据）、Biospecimen Data（生物样本数据）。 1.2 医学降噪数据集 1.2.1 BrainWeb数据集 发布于1997年，这是一个仿真数据集，用于医学图像降噪。研究者可以截取不同断层的正常脑部仿真图像，包括T1，T2，PD3种断层，设置断层的厚度，叠加高斯噪声或者医学图像中常见的莱斯噪声，最终会得到181×217大小的噪声图像。 1.3 医学分割数据集 1.3.1 DRIVE数据集 发布于2003年，这是一个用于血管分割的数字视网膜图像数据集，它由40张照片组成，其中7张显示出轻度早期糖尿病视网膜病变迹象。 1.3.2 SCR数据集 发布于2000年，胸部X光片的分割，胸部X光片中解剖结构的自动分割对于这些图像中的计算机辅助诊断非常重要。SCR数据库的建立是为了便于比较研究肺野，心脏和锁骨在标准的后胸前X线片上的分割。 本着合作科学进步的精神，我们可以自由共享SCR数据库，并致力于在这些分割任务上维护各种算法结果的公共存储库。在这些页面上，可以在下载数据库和上载结果时找到说明，并且可以检查各种方法的基准结果。 1.3.3 医学图像分析benchmark 在网址https://grand-challenge.org/challenges/提供了时间跨度超过10年的医学图像资料。 1.3.4 Ardiac MRI ardiac MRI 是心脏病患者心房医疗影像数据，以及其左心室的心内膜和外膜的图像标注。包括33位患者案例，每个受试者的序列由沿着长的20帧和8-15个切片组成，共7980张图像。 1.3.5 NIH 发布于2017年，这是一个胸部X射线数据集，包含30,805个患者，14个疾病图像标签（其中每个图像可以具有多个标签），112,820个正面X射线图像，标签是使用自然语言处理从相关的放射学报告中自动提取。十四种常见的胸部病变包括肺不张，巩固，浸润，气胸，水肿，肺气肿，纤维化，积液，肺炎，胸膜增厚，心脏扩大，结节，肿块和疝。由于许多原因，原始放射学报告（与这些胸部X射线研究相关）并不是公开分享的。所以文本挖掘的疾病标签预计准确度 > 90％，这个数据集适合做半监督的学习。 1.4 List of Open Access 在List of Open Access Medical Imaging Datasets网站上可以看到更多的相关方向的数据集。 2.1 VISCERAL VISCERAL 是Visual Concept Extraction Challenge in Radiology的缩写，是放射学中的视觉概念提取挑战赛。他们提供几种不同成像模式（例如CT和MR）的几种解剖结构（例如肾，肺，膀胱等）的放射学数据以及一个云计算实例。 2.2 Grand Challenges 提供了医学图像分析领域内所有挑战的概述，下面举的例子是2019年的医学图像方面将要举办的竞赛。 2.3 Dream Challenges 这个挑战赛中包括有数字乳腺摄影梦想挑战；ICGC-TCGA DREAM体细胞突变称为RNA挑战（SMC-RNA）等等。 最后提供给对医学影像处理感兴趣的童鞋一个超级赞的github链接如下： 这是Github上哈佛 beamandrew机器学习和医学影像研究者贡献的数据集，包括了医学影像数据、竞赛数据、来自电子 健康 记录的数据、医疗数据、UCI数据集、生物医学文献等。