An artificial intelligence-based tool for estimating a newly diagnosed cancer patient’s chances for surviving long term has been developed by researchers.
The Cancer Survival Calculator uses machine learning to provide highly accurate, patient-specific survival estimates, refining prognosis evaluations to within nine to ten months of actual survival across various cancer types.
The calculator uses several factors to improve survival estimation, according to a study presented at the American College of Surgeons Clinical Congress 2023.
Unlike conventional methods that primarily depend on cancer staging, this tool incorporates a myriad influential factors ranging from patient age and tumour size to specific treatment variables, offering a more comprehensive and personalised survival prognosis.
The research primarily focused on patients diagnosed with breast, thyroid, and pancreatic cancers, because these cancers present diverse patient populations and survival rates.
Using an extensive data set from the National Cancer Database, the calculator was optimised using records of patients diagnosed in 2015 and 2017.
The data set encompassed 259,485 breast cancer patients, 76,624 thyroid cancer patients, and 84,514 pancreatic cancer patients, allowing the machine learning algorithms to identify and rank various factors influencing survival outcomes.
“There is a multitude of other factors that may influence a patient’s survival beyond just their staging criteria," said Dr Lauren Janczewski, lead study author and surgical resident at Northwestern University's McGaw Medical Centre in Chicago.
She further highlighted the tool’s ability to include specific tumour biomarkers and treatment variables, enhancing its accuracy and predictive capabilities compared with previous survival calculators.
The development process involved using three quarters of the collected data to train the machine-learning algorithms, with the remaining data used for validation, ensuring the prototype’s accuracy and reliability in survival estimation.
As the next step, the research team plans to enhance the user interface of the calculator, facilitate its implementation in clinical practice, and conduct pilot tests at selected cancer centres.
The ultimate goal is to expand the calculator's utility to include additional cancer types, helping healthcare practitioners improve cancer prognosis estimations and patient care.
The specs
Engine: 2.0-litre four-cylinder turbo
Power: 268hp at 5,600rpm
Torque: 380Nm at 4,800rpm
Transmission: CVT auto
Fuel consumption: 9.5L/100km
On sale: now
Price: from Dh195,000
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Director: James Gray
Stars: Brad Pitt, Tommy Lee Jones
Five out of five stars
The biog
Family: He is the youngest of five brothers, of whom two are dentists.
Celebrities he worked on: Fabio Canavaro, Lojain Omran, RedOne, Saber Al Rabai.
Where he works: Liberty Dental Clinic
Islamophobia definition
A widely accepted definition was made by the All Party Parliamentary Group on British Muslims in 2019: “Islamophobia is rooted in racism and is a type of racism that targets expressions of Muslimness or perceived Muslimness.” It further defines it as “inciting hatred or violence against Muslims”.
Pakistan World Cup squad
Sarfraz Ahmed (c), Fakhar Zaman, Imam-ul-Haq, Abid Ali, Babar Azam, Haris Sohail, Shoaib Malik, Mohammad Hafeez(subject to fitness), Imad Wasim, Shadab Khan, Hasan Ali, Faheem Ashraf, Junaid Khan, Shaheen Shah Afridi, Mohammad Hasnain
Two additions for England ODIs: Mohammad Amir and Asif Ali
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pakistan Test squad
Azhar Ali (capt), Shan Masood, Abid Ali, Imam-ul-Haq, Asad Shafiq, Babar Azam, Fawad Alam, Haris Sohail, Imran Khan, Kashif Bhatti, Mohammad Rizwan (wk), Naseem Shah, Shaheen Shah Afridi, Mohammad Abbas, Yasir Shah, Usman Shinwari
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RESULTS
5pm: Handicap (TB) Dh100,000, 2,400m
Winner: Recordman, Richard Mullen (jockey), Satish Seemar (trainer)
5.30pm: Wathba Stallions Cup Handicap (PA) Dh 70,000, 2,200m
Winner: AF Taraha, Tadhg O’Shea, Ernst Oertel
6pm: Abu Dhabi Fillies Classic Prestige (PA) Dh110,000, 1,400m
Winner: Dhafra, Fabrice Veron, Eric Lemartinel
6.30pm: Abu Dhabi Colts Classic Prestige (PA) Dh110,000, 1,400m
Winner: Maqam, Fabrice Veron, Eric Lemartinel
7pm: Handicap (PA) Dh85,000, 1,600m
Winner: AF Momtaz, Fernando Jara, Musabah Al Muhairi
7.30pm: Maiden (PA) Dh80,000, 1,600m
Winner: Optimizm, Patrick Cosgrave, Abdallah Al Hammadi
Mohammed bin Zayed Majlis
Mohammed bin Zayed Majlis
The burning issue
The internal combustion engine is facing a watershed moment – major manufacturer Volvo is to stop producing petroleum-powered vehicles by 2021 and countries in Europe, including the UK, have vowed to ban their sale before 2040. The National takes a look at the story of one of the most successful technologies of the last 100 years and how it has impacted life in the UAE.
Part three: an affection for classic cars lives on
Read part two: how climate change drove the race for an alternative
Read part one: how cars came to the UAE
Heavily-sugared soft drinks slip through the tax net
Some popular drinks with high levels of sugar and caffeine have slipped through the fizz drink tax loophole, as they are not carbonated or classed as an energy drink.
Arizona Iced Tea with lemon is one of those beverages, with one 240 millilitre serving offering up 23 grams of sugar - about six teaspoons.
A 680ml can of Arizona Iced Tea costs just Dh6.
Most sports drinks sold in supermarkets were found to contain, on average, five teaspoons of sugar in a 500ml bottle.
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The specs
- Engine: 3.9-litre twin-turbo V8
- Power: 640hp
- Torque: 760nm
- On sale: 2026
- Price: Not announced yet
Mohammed bin Zayed Majlis
Lexus LX700h specs
Engine: 3.4-litre twin-turbo V6 plus supplementary electric motor
Power: 464hp at 5,200rpm
Torque: 790Nm from 2,000-3,600rpm
Transmission: 10-speed auto
Fuel consumption: 11.7L/100km
On sale: Now
Price: From Dh590,000
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Allardyce's management career
Clubs (10) - Limerick (1991-1992), Perston North End (1992), Blackpool (1994-1996), Notts County (1997-1999), Bolton Wanderers (1999-2007), Newcastle United (2007-2008), Blackburn Rovers (2008-2010), West Ham United (2011-2015), Sunderland (2016), Crystal Palace (2016-2017)
Countries (1) - England (2016)
The specs
Engine: 0.8-litre four cylinder
Power: 70bhp
Torque: 66Nm
Transmission: four-speed manual
Price: $1,075 new in 1967, now valued at $40,000
On sale: Models from 1966 to 1970
The view from The National
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Asian Cup 2019
Quarter-final
UAE v Australia, Friday, 8pm, Hazza bin Zayed Stadium, Al Ain
School uniforms report
LILO & STITCH
Starring: Sydney Elizebeth Agudong, Maia Kealoha, Chris Sanders
Director: Dean Fleischer Camp
Rating: 4.5/5
2019 ASIAN CUP FINAL
Japan v Qatar
Friday, 6pm
Zayed Sports City Stadium, Abu Dhabi
THE BIO
Born: Mukalla, Yemen, 1979
Education: UAE University, Al Ain
Family: Married with two daughters: Asayel, 7, and Sara, 6
Favourite piece of music: Horse Dance by Naseer Shamma
Favourite book: Science and geology
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Best advice you’ve ever been given: If you have a dream, you have to believe it, then you will see it.
Tickets
Tickets for the 2019 Asian Cup are available online, via www.asiancup2019.com
Leaderboard
63 - Mike Lorenzo-Vera (FRA)
64 - Rory McIlroy (NIR)
66 - Jon Rahm (ESP)
67 - Tom Lewis (ENG), Tommy Fleetwood (ENG)
68 - Rafael Cabrera-Bello (ESP), Marcus Kinhult (SWE)
69 - Justin Rose (ENG), Thomas Detry (BEL), Francesco Molinari (ITA), Danny Willett (ENG), Li Haotong (CHN), Matthias Schwab (AUT)
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The specs: 2018 Infiniti QX80
Price: base / as tested: Dh335,000
Engine: 5.6-litre V8
Gearbox: Seven-speed automatic
Power: 400hp @ 5,800rpm
Torque: 560Nm @ 4,000rpm
Fuel economy, combined: 12.1L / 100km
Match info
Premier League
Manchester United 2 (Martial 30', Lingard 69')
Arsenal 2 (Mustafi 26', Rojo 68' OG)
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It’ll be summer in the city as car show tries to move with the times
If 2008 was the year that rocked Detroit, 2019 will be when Motor City gives its annual car extravaganza a revamp that aims to move with the times.
A major change is that this week's North American International Auto Show will be the last to be held in January, after which the event will switch to June.
The new date, organisers said, will allow exhibitors to move vehicles and activities outside the Cobo Center's halls and into other city venues, unencumbered by cold January weather, exemplified this week by snow and ice.
In a market in which trends can easily be outpaced beyond one event, the need to do so was probably exacerbated by the decision of Germany's big three carmakers – BMW, Mercedes-Benz and Audi – to skip the auto show this year.
The show has long allowed car enthusiasts to sit behind the wheel of the latest models at the start of the calendar year but a more fluid car market in an online world has made sales less seasonal.
Similarly, everyday technology seems to be catching up on those whose job it is to get behind microphones and try and tempt the visiting public into making a purchase.
Although sparkly announcers clasp iPads and outline the technical gadgetry hidden beneath bonnets, people's obsession with their own smartphones often appeared to offer a more tempting distraction.
“It's maddening,” said one such worker at Nissan's stand.
The absence of some pizzazz, as well as top marques, was also noted by patrons.
“It looks like there are a few less cars this year,” one annual attendee said of this year's exhibitors.
“I can't help but think it's easier to stay at home than to brave the snow and come here.”
The specs
Engine: 2-litre or 3-litre 4Motion all-wheel-drive Power: 250Nm (2-litre); 340 (3-litre) Torque: 450Nm Transmission: 8-speed automatic Starting price: From Dh212,000 On sale: Now
FA CUP FINAL
Manchester City 6
(D Silva 26', Sterling 38', 81', 87', De Bruyne 61', Jesus 68')
Watford 0
Man of the match: Bernardo Silva (Manchester City)
The President's Cake
Director: Hasan Hadi
Starring: Baneen Ahmad Nayyef, Waheed Thabet Khreibat, Sajad Mohamad Qasem
Rating: 4/5
Arabian Gulf League fixtures:
Friday:
- Emirates v Hatta, 5.15pm
- Al Wahda v Al Dhafra, 5.25pm
- Al Ain v Shabab Al Ahli Dubai, 8.15pm
Saturday:
- Dibba v Ajman, 5.15pm
- Sharjah v Al Wasl, 5.20pm
- Al Jazira v Al Nasr, 8.15pm
