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ChatGPT
Application
in
Healthcare
Report2023年9月101020304
ChatGPT2ChatGPTOpenAIGPTLLMChatGPTChatGPTChatGPT/2020.6.11
GPT-3?GPT-3??2022.11.30
ChatGPT/GPT-3.5ChatGPTGPT-3.5??2023.3.14
GPT-4/??4數(shù)據(jù):OpenAI官網(wǎng)(
/
)2023????5數(shù)據(jù):行業(yè)公開信息整理。ChatGPT6數(shù)據(jù):案例采用ChatGPT(GPT-4模型)對話。7數(shù)據(jù):案例采用ChatGPT(GPT-4模型)對話。8數(shù)據(jù):案例采用ChatGPT(GPT-4模型)對話。20222022OpenAIChatGPTAIChatGPTPaLMPubMedGPT
Med-AIAIAI9數(shù)據(jù):行業(yè)公開信息整理。PubMedGPT?????PubMedGPTStanford
MosaicMLBioMedLM??10數(shù)據(jù):
/stanford-crfm/BioMedLM?????????11數(shù)據(jù):谷歌,https://sites.research.google/med-palm/vs
Med-PaLM85.4908070605040302010067.26050.3PubMedGPTMed-PaLMMed-PaLM2?
Med-PaLM?
Med-PaLM267.285.4AIPubMedGPTMed-PaLMPubMedGPT12數(shù)據(jù):谷歌,https://sites.research.google/med-palm/Dragon??DRAGON??DRAGON
(DeepBidirectional
Language-Knowledge
Graph
Pretraining)Stanford
University-???13數(shù)據(jù):/michiyasunaga/dragon?????HippocraticMedicareJohnsHopkins
Stanford
Nvidia??AIGeneral
CatalystHippocratic”??14數(shù)據(jù):官網(wǎng)()HippocraticGPT-488.6%76.2%Hippocratic
AI92.3%80.3%GPT-4100%90%80%70%60%50%40%30%20%10%0%91.1%83.7%71.4%???72.7%70.9%71.0%65.3%48.5%??15數(shù)據(jù):官網(wǎng)()QALLM???QAQA16數(shù)據(jù):行業(yè)公開信息整理。Question:??A
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
pastmedical
history
is
significant
only
for
well-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???(答案為A)?
MedQA-USMLE?17數(shù)據(jù):/jind11/MedQAQuestion:??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
AFdevelopment
after
CABG.Answer:yes?
PubMedQAQA18數(shù)據(jù):https://huggingface.co/datasets/pubmed_qaQuestion:??Chronic
urethral
obstruction
due
to
benign
prismatic
hyperplasiacan
lead
to
the
following
change
in
kidney
parenchyma?Options:a)
Hyperplasiab)
Hyperophyc)
Atrophy??d)
DysplasiaCorrect
Answer:
c)
Atrophy??????Explanation:Chronic
urethral
obstruction
because
of
urinary
calculi,
prostatichyperophy,
tumors,
normal
pregnancy[…]Subject:
AnatomyTopic:
Urinary
tract??
MedMCQASubjectTopic19數(shù)據(jù):https://huggingface.co/datasets/medmcqaQuestion:??Cocher
la
(les)
proposition(s)
exacte(s)
:
Le
métronidazoleOptions:a)
Est
un
dérivé
du
pyrazole?b)
Peut
induire
un
effet
antabusec)
Peut
être
administré
par
voie
parentérale
intraveineused)
Peut
être
utilisé
dans
certaines
parasitoses
à
protozoairese)
Est
inefficace
dans
les
infections
à
germes
anaérobies???Correct
Answer:???b)
Peut
induire
un
effet
antabusec)
Peut
être
administré
par
voie
parentérale
intraveineused)
Peut
être
utilisé
dans
certaines
parasitoses
à
protozoaires?
FrenchMedMCQAAI?數(shù)據(jù)20:/dataset/frenchmedmcqaChatGPTChatGPT22注:*
表示潛在的應(yīng)用場景(暫無落地案例覆蓋)23數(shù)據(jù):
kahun公司官網(wǎng)(
)?ChatGPT?????24注:案例展示為測試版軟件演示,kahun公司尚未披露產(chǎn)品應(yīng)用后的實際數(shù)據(jù)。25數(shù)據(jù):公司官網(wǎng)(
)26數(shù)據(jù):官網(wǎng)()/Nabla
Copilot2350%27數(shù)據(jù):截圖來自軟件試用,指標(biāo)數(shù)據(jù)來自官網(wǎng)()28數(shù)據(jù):官網(wǎng)(
)29數(shù)據(jù):官網(wǎng)(
),
DocsGPT網(wǎng)站(
www.DocsGPT.com)GPTDocsGPT30數(shù)據(jù):DocsGPT網(wǎng)站(
www.DocsGPT.com)31數(shù)據(jù):官網(wǎng)()??3334數(shù)據(jù):官網(wǎng)()、ChatGPT
Plugin
Store35數(shù)據(jù):官網(wǎng)()、ChatGPT
Plugin
Store?2022
ZHONG
OU
AMC.36數(shù)據(jù):
Clinical
Trial
Radar(ChatGPT插件)37數(shù)據(jù):
Clinical
Trial
Radar(ChatGPT插件)COVID-1938數(shù)據(jù):
Clinical
Trial
Radar(ChatGPT插件)39數(shù)據(jù):官網(wǎng)(www.
www.ferma.ai)信息源回答質(zhì)量1
行業(yè)新聞
生命科學(xué)網(wǎng)站、新聞,官方發(fā)布1
準(zhǔn)確性沒有幻覺(hallucinations)。每個回答都有引用。FDA
Labeling(藥品和醫(yī)療器械標(biāo)于可溯源、可信任的生命科學(xué)數(shù)據(jù)集。2
藥審監(jiān)管3
財經(jīng)信息4
醫(yī)學(xué)數(shù)據(jù)
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