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import gradio as gr | |
title = "🪶 PubMed Summarization Tool" | |
description = '<p style="text-align:center;"><img src="https://dynomapper.com/images/Google_Search_Console_for_Seo_banner_4.jpg"></p>' | |
article = "<p style='text-align: center'> ℹ️ This model is fine-tuned using Autotrain on 3000 PubMed summaries</p>" | |
textbox = gr.Textbox(label="Text to be summarized", lines=2) | |
text1 = """ | |
Screening exams find disease before symptoms begin. The goal of screening is to detect disease at its earliest and most treatable stage. | |
In order to be widely accepted and recommended by medical practitioners, a screening program must meet a number of criteria, including reducing | |
the number of deaths from the given disease. | |
Screening tests may include lab tests that check blood and other fluids, genetic tests that look for inherited genetic markers linked to disease, | |
and imaging exams that produce pictures of the inside of the body. These tests are typically available to the general population. | |
However, an individual's needs for a specific screening test are based on factors such as age, gender, and family history. | |
""" | |
text2 = """ | |
Low-dose aspirin helps to prevent heart attacks and strokes in people who are at high risk of them. Aspirin is also known as acetylsalicylic | |
acid. Your doctor may suggest that you take a daily low dose if you have had a stroke or a heart attack to help stop you having another one. | |
Or, if you're at high risk of heart attack – for example, if you have had heart surgery or if you have chest pain (angina) caused by heart disease. | |
If you’re pregnant, you may be recommended to take low-dose aspirin if: | |
you’re at risk of high blood pressure (pre-eclampsia) | |
you have underlying medical conditions where you have been advised to take low dose aspirin | |
you have had several miscarriages or complications in a previous pregnancy | |
Only take daily low-dose aspirin if your doctor recommends it. Low-dose aspirin comes as tablets, including tablets that dissolve in a drink of | |
water (soluble) and tablets with a special coating (enteric coated/gastro-resistant) to help to protect your stomach. | |
It's available on prescription. You can also buy it from pharmacies. However, if you’re pregnant, or having fertility treatment, low-dose aspirin | |
will need to be prescribed by your doctor, a pregnancy specialist (obstetrician) or a midwife. | |
Children are sometimes treated with low-dose aspirin after heart surgery or to treat a rare condition called Kawasaki disease. | |
Children should only take low-dose aspirin if a doctor prescribes it. | |
Taking low-dose aspirin to prevent heart attacks and strokes is not the same as taking aspirin for pain relief. | |
""" | |
gr.Interface.load("models/LeaBresson/autotrain-summarization-pubmed-sample-3609596599", | |
inputs=textbox, | |
outputs="text", | |
title=title, | |
description=description, | |
article=article, | |
examples=[[text1], [text2]], | |
).launch() | |