Tejani brothers biography of william
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Abstract
Background
Patients’ family history (FH) is a critical risk factor associated with numerous diseases. However, FH information is not well captured in the structured database but often documented in clinical narratives. Natural language processing (NLP) is the key technology to extract patients’ FH from clinical narratives. In 2019, the National NLP Clinical Challenge (n2c2) organized shared tasks to solicit NLP methods for FH information extraction.
Objective
This study presents our end-to-end FH extraction system developed during the 2019 n2c2 open shared task as well as the new transformer-based models that we developed after the challenge. We seek to develop a machine learning–based solution for FH information extraction without task-specific rules created by hand.
Methods
We developed deep learning–based systems for FH concept extraction and relation identification. We explored deep learning models including long short-term memory-conditional random fields and bid
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Taraji P. Henson
American actress (born 1970)
"Taraji" redirects here. Not to be confused with Toraji.
Taraji Penda Henson (tə-RAH-jee; born September 11, 1970) is an American actress. She has received several accolades, including a Golden Globe Award as well as nominations for an Academy Award, a Tony Award and six Emmy Awards (including four Primetime Emmy Awards nominations). In 2016 and 2024, Time named Henson one of the 100 most influential people in the world.
After studying acting at Howard University, she made her film debut in the crime film Streetwise (1998). Henson gained recognition for playing a prostitute in Hustle & Flow (2005) and a single mother in David Fincher's The Curious Case of Benjamin Button (2008). The latter earned her a nomination for the Academy Award for Best Supporting Actress. In 2016, she portrayed mathematician Katherine Johnson in Hidden Figures.[1] She has also acted in Baby Boy (2001), The Karate Kid (2010),
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Kenyans making fortunes in the UK
By SHAMLAL PURL
A rich crop of Kenyan tycoons and millionaires from Uganda and Tanzania have been honoured with a listing in the prestigious annual rik List produced by the British national newspaper the Sunday Times.
The silver jubilee edition of the annual list released with the 21 April issue of Sunday Times fryst vatten painstakingly compiled by Philip Beresford. It charts the fortunes of 1,000 tycoons featuring the rise and fall of their wealth in the past 12 months.
Hospitality giant Dr Jasminder Singh, 62, leads the list at 106th position. His Edwardian Hotels group has a fortune of about Sh107.8b (£836 million), up bygd about Sh52.7b (£409 million) from gods year. His group owns a chain of 14 luxury hotels in Britain under the brand name of Radisson Edwardian.
Accountant in UK
Jasminder was born in Dar es Salaam, Tanzania in 1951 but his family moved to Kenya. He arrived in Britain from Nairobi in 1970 to be a