2023ChatGPT医疗行业应用白皮书.pdf

1ChatGPT Application in Healthcare Report2023年9月Copyright 2022 ZHONG OU AMC.All rights reserved.2 201 02 03 04 ChatGPT3Copyright 2022 ZHONG OU AMC.All rights reserved.4 4数据来源：OpenAI官网（https:/ ChatGPT/GPT-3.5ChatGPTGPT-3.52023.3.14GPT-4/ChatGPTChatGPTCopyright 2022 ZHONG OU AMC.All rights reserved.5 5数据来源：行业公开信息整理。2023Copyright 2022 ZHONG OU AMC.All rights reserved.6 6ChatGPT数据来源：案例采用ChatGPT（GPT-4模型）对话。Copyright 2022 ZHONG OU AMC.All rights reserved.7 7数据来源：案例采用ChatGPT（GPT-4模型）对话。Copyright 2022 ZHONG OU AMC.All rights reserved.8 8数据来源：案例采用ChatGPT（GPT-4模型）对话。Copyright 2022 ZHONG OU AMC.All rights reserved.9 9数据来源：行业公开信息整理。AIChatGPTPubMedGPTMed-PaLMAIAIAI20222022OpenAIChatGPTCopyright 2022 ZHONG OU AMC.All rights reserved.1010PubMedGPT数据来源：https:/ 2022 ZHONG OU AMC.All rights reserved.1111数据来源：谷歌，https:/sites.research.google/med-palm/Copyright 2022 ZHONG OU AMC.All rights reserved.1212数据来源：谷歌，https:/sites.research.google/med-palm/50.36067.285.40102030405060708090PubMedGPTMed-PaLMMed-PaLM2Med-PaLM67.2AIMed-PaLM285.4PubMedGPTMed-PaLMPubMedGPT vs Med-PaLMCopyright 2022 ZHONG OU AMC.All rights reserved.1313Dragon数据来源：https:/ Bidirectional Language-Knowledge Graph Pretraining)Stanford University-DRAGONCopyright 2022 ZHONG OU AMC.All rights reserved.1414数据来源：官网（）HippocraticMedicareJohns HopkinsStanfordGoogleNvidiaAIGeneral CatalystHippocratic”Copyright 2022 ZHONG OU AMC.All rights reserved.1515数据来源：官网（）70.9%76.2%65.3%80.3%48.5%71.4%91.1%88.6%71.0%92.3%72.7%83.7%0%10%20%30%40%50%60%70%80%90%100%GPT-4Hippocratic AIHippocraticGPT-4Copyright 2022 ZHONG OU AMC.All rights reserved.1616数据来源：行业公开信息整理。QALLMQAQACopyright 2022 ZHONG OU AMC.All rights reserved.1717数据来源：https:/ 57-year-old man presents to his primary care physician with a2-month history of right upper and lower extremity weakness.He noticed the weakness when he started falling far morefrequently while running errands.Since then,he has hadincreasing difficulty with walking and lifting objects.His pastmedicalhistoryissignificantonlyforwell-controlledhypertension,but he says that some members of his family havehad musculoskeletal problems.His right upper extremity showsforearm atrophy and depressed reflexes while his right lowerextremity is hypertonic with a positive Babinski sign.Which ofthe following is most likely associated with the cause of thispatients symptoms?Options:A:HLA-B8 haplotype,B:HLA-DR2 haplotype,C:Mutation inSOD1,D:Mutation in SMN1,E:Viral infection（答案为A）MedQA-USMLECopyright 2022 ZHONG OU AMC.All rights reserved.1818数据来源：https:/huggingface.co/datasets/pubmed_qa Question:Do preoperative statins reduce atrial fibrillation after coronaryartery bypass grafting?Context:(Objective)Recent studies have demonstrated that statins havepleiotropic effects,including anti-inflammatory effects and atrialfibrillation(AF)preventive effects.(Methods)221 patients underwent CABG in our hospital from2004 to 2007.14 patients with preoperative AF and 4 patientswith concomitant valve surgery.(Results)The overall incidence of postoperative AF was 26%.Postoperative AF was significantly lower in the Statin groupcompared with the Non-statin group(16%versus 33%,p=0.005).Long Answer:(Conclusion)Our study indicated that preoperative statin therapyseems to reduce AF development after CABG.Answer:yesPubMedQAQACopyright 2022 ZHONG OU AMC.All rights reserved.1919数据来源：https:/huggingface.co/datasets/medmcqaQuestion：Chronic urethral obstruction due to benign prismatic hyperplasiacan lead to the following change in kidney parenchyma?Options:a)Hyperplasiab)Hyperophyc)Atrophyd)DysplasiaCorrect Answer:c)AtrophyExplanation:Chronic urethral obstruction because of urinary calculi,prostatichyperophy,tumors,normal pregnancySubject:AnatomyTopic:Urinary tract MedMCQASubjectTopicCopyright 2022 ZHONG OU AMC.All rights reserved.2020数据来源：https:/ la(les)proposition(s)exacte(s):Le mtronidazoleOptions:a)Est un driv du pyrazoleb)Peut induire un effet antabusec)Peut tre administr par voie parentrale intraveineused)Peut tre utilis dans certaines parasitoses protozoairese)Est inefficace dans les infections germes anarobiesCorrect Answer:b)Peut induire un effet antabusec)Peut tre administr par voie parentrale intraveineused)Peut tre utilis dans certaines parasitoses protozoaires FrenchMedMCQAAI21Copyright 2022 ZHONG OU AMC.All rights reserved.2222注：*表示潜在的应用场景（暂无落地案例覆盖）ChatGPTChatGPTCopyright 2022 ZHONG OU AMC.All rights reserved.2323数据来源：kahun公司官网（）Copyright 2022 ZHONG OU AMC.All rights reserved.2424注：案例展示为测试版软件演示，kahun公司尚未披露产品应用后的实际数据。ChatGPTCopyright 2022 ZHONG OU AMC.All rights reserved.2525数据来源：公司官网（）Copyright 2022 ZHONG OU AMC.All rights reserved.2626数据来源：官网（）Copyright 2022 ZHONG OU AMC.All rights reserved.2727数据来源：截图来自软件试用，指标数据来自官网（）/2350%Nabla CopilotCopyright 2022 ZHONG OU AMC.All rights reserved.2828数据来源：官网（）Copyright 2022 ZHONG OU AMC.All rights reserved.2929数据来源：官网（），DocsGPT网站（www.DocsGPT.com）Copyright 2022 ZHONG OU AMC.All rights reserved.3030数据来源：DocsGPT网站（www.DocsGPT.com）GPTDocsGPTCopyright 2022 ZHONG OU AMC.All rights reserved.3131数据来源：官网（）32Copyright 2022 ZHONG OU AMC.All rights reserved.3333Copyright 2022 ZHONG OU AMC.All rights reserved.3434数据来源：官网（）、ChatGPT Plugin StoreCopyright 2022 ZHONG OU AMC.All rights reserved.3535数据来源：官网（）、ChatGPT Plugin StoreCopyright 2022 ZHONG OU AMC.All rights reserved.3636数据来源：Clinical Trial Radar（ChatGPT插件）Copyright 2022 ZHONG OU AMC.All rights reserved.3737数据来源：Clinical Trial Radar（ChatGPT插件）Copyright 2022 ZHONG OU AMC.All rights reserved.3838数据来源：Clinical Trial Radar（ChatGPT插件）COVID-19Copyright 2022 ZHONG OU AMC.All rights reserved.3939数据来源：官网（www.www.ferma.ai）Copyright 2022 ZHONG OU AMC.All rights reserved.4040数据来源：官网（www.www.ferma.ai）生命科学网站、新闻，官方发布FDA Labeling（药品和医疗器械标签上的信息和要求的规定）美国证券交易委员会报告（SEC Calls）财报电话会议（Earning Calls）PubMed医学文献数据库Clinical Trial数据库1234行业新闻药审监管财经信息医学数据信息源回答质量没有幻觉（hallucinations）。每个回答都有引用来源。来源于可溯源、可信任的生命科学数据集。通过先进的经过行业测试的知识图谱，获得医疗保健的上下文理解。透明展示Ferma处理和回答复杂问题的逐步推理过程。1234准确性可溯源性可理解性可推理性Copyright 2022 ZHONG OU AMC.All rights reserved.4141数据来源：官网（www.www.ferma.ai）What are the approved KRAS G12C drugs forNSCLC,their Q1 sales,and competitiveinsights from recent earnings calls?1)3)2)4)Copyright 2022 ZHONG OU AMC.All rights reserved.4242数据来源：官网（www.www.ferma.ai）Copyright 2022 ZHONG OU AMC.All rights reserved.4343数据来源：官网（www.www.ferma.ai）Copyright 2022 ZHONG OU AMC.All rights reserved.4444数据来源：官网（www.www.ferma.ai）Copyright 2022 ZHONG OU AMC.All rights reserved.4545数据来源：官网（www.www.ferma.ai）46ChatGPTCopyright 2022 ZHONG OU AMC.All rights reserved.4747注：部分行业应用为“展望”，不限于已经落地实现的案例。/Copyright 2022 ZHONG OU AMC.All rights reserved.4848Copyright 2022 ZHONG OU AMC.All rights reserved.4949