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.
SPEC%20SHEET%3A%20SAMSUNG%20GALAXY%20S24%20ULTRA
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TCL INFO
Teams:
Punjabi Legends Owners: Inzamam-ul-Haq and Intizar-ul-Haq; Key player: Misbah-ul-Haq
Pakhtoons Owners: Habib Khan and Tajuddin Khan; Key player: Shahid Afridi
Maratha Arabians Owners: Sohail Khan, Ali Tumbi, Parvez Khan; Key player: Virender Sehwag
Bangla Tigers Owners: Shirajuddin Alam, Yasin Choudhary, Neelesh Bhatnager, Anis and Rizwan Sajan; Key player: TBC
Colombo Lions Owners: Sri Lanka Cricket; Key player: TBC
Kerala Kings Owners: Hussain Adam Ali and Shafi Ul Mulk; Key player: Eoin Morgan
Venue Sharjah Cricket Stadium
Format 10 overs per side, matches last for 90 minutes
Timeline October 25: Around 120 players to be entered into a draft, to be held in Dubai; December 21: Matches start; December 24: Finals
Scoreline:
Everton 4
Richarlison 13'), Sigurdsson 28', Digne 56', Walcott 64'
Manchester United 0
Man of the match: Gylfi Sigurdsson (Everton)
Seven tips from Emirates NBD
1. Never respond to e-mails, calls or messages asking for account, card or internet banking details
2. Never store a card PIN (personal identification number) in your mobile or in your wallet
3. Ensure online shopping websites are secure and verified before providing card details
4. Change passwords periodically as a precautionary measure
5. Never share authentication data such as passwords, card PINs and OTPs (one-time passwords) with third parties
6. Track bank notifications regarding transaction discrepancies
7. Report lost or stolen debit and credit cards immediately
Results:
First Test: New Zealand 30 British & Irish Lions 15
Second Test: New Zealand 21 British & Irish Lions 24
Third Test: New Zealand 15 British & Irish Lions 15
SERIE A FIXTURES
All times UAE ( 4 GMT)
Saturday
Roma v Udinese (5pm)
SPAL v Napoli (8pm)
Juventus v Torino (10.45pm)
Sunday
Sampdoria v AC Milan (2.30pm)
Inter Milan v Genoa (5pm)
Crotone v Benevento (5pm)
Verona v Lazio (5pm)
Cagliari v Chievo (5pm)
Sassuolo v Bologna (8pm)
Fiorentina v Atalanta (10.45pm)
A Long Way Home by Peter Carey
Faber & Faber
SPECS
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10 tips for entry-level job seekers
- Have an up-to-date, professional LinkedIn profile. If you don’t have a LinkedIn account, set one up today. Avoid poor-quality profile pictures with distracting backgrounds. Include a professional summary and begin to grow your network.
- Keep track of the job trends in your sector through the news. Apply for job alerts at your dream organisations and the types of jobs you want – LinkedIn uses AI to share similar relevant jobs based on your selections.
- Double check that you’ve highlighted relevant skills on your resume and LinkedIn profile.
- For most entry-level jobs, your resume will first be filtered by an applicant tracking system for keywords. Look closely at the description of the job you are applying for and mirror the language as much as possible (while being honest and accurate about your skills and experience).
- Keep your CV professional and in a simple format – make sure you tailor your cover letter and application to the company and role.
- Go online and look for details on job specifications for your target position. Make a list of skills required and set yourself some learning goals to tick off all the necessary skills one by one.
- Don’t be afraid to reach outside your immediate friends and family to other acquaintances and let them know you are looking for new opportunities.
- Make sure you’ve set your LinkedIn profile to signal that you are “open to opportunities”. Also be sure to use LinkedIn to search for people who are still actively hiring by searching for those that have the headline “I’m hiring” or “We’re hiring” in their profile.
- Prepare for online interviews using mock interview tools. Even before landing interviews, it can be useful to start practising.
- Be professional and patient. Always be professional with whoever you are interacting with throughout your search process, this will be remembered. You need to be patient, dedicated and not give up on your search. Candidates need to make sure they are following up appropriately for roles they have applied.
Arda Atalay, head of Mena private sector at LinkedIn Talent Solutions, Rudy Bier, managing partner of Kinetic Business Solutions and Ben Kinerman Daltrey, co-founder of KinFitz
((Disclaimer))
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THE SPECS
Engine: 3.5-litre V6
Transmission: six-speed manual
Power: 325bhp
Torque: 370Nm
Speed: 0-100km/h 3.9 seconds
Price: Dh230,000
On sale: now
Groom and Two Brides
Director: Elie Semaan
Starring: Abdullah Boushehri, Laila Abdallah, Lulwa Almulla
Rating: 3/5
Biog:
Age: 34
Favourite superhero: Batman
Favourite sport: anything extreme
Favourite person: Muhammad Ali
Score
Third Test, Day 2
New Zealand 274
Pakistan 139-3 (61 ov)
Pakistan trail by 135 runs with 7 wickets remaining in the innings
The view from The National
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COMPANY%20PROFILE
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The%20US%20Congress%2C%20explained
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if you go
The flights Fly Dubai, Air Arabia, Emirates, Etihad, and Royal Jordanian all offer direct, three-and-a-half-hour flights from the UAE to the Jordanian capital Amman. Alternatively, from June Fly Dubai will offer a new direct service from Dubai to Aqaba in the south of the country. See the airlines’ respective sites for varying prices or search on reliable price-comparison site Skyscanner.
The trip
Jamie Lafferty was a guest of the Jordan Tourist Board. For more information on adventure tourism in Jordan see Visit Jordan. A number of new and established tour companies offer the chance to go caving, rock-climbing, canyoning, and mountaineering in Jordan. Prices vary depending on how many activities you want to do and how many days you plan to stay in the country. Among the leaders are Terhaal, who offer a two-day canyoning trip from Dh845 per person. If you really want to push your limits, contact the Stronger Team. For a more trek-focused trip, KE Adventure offers an eight-day trip from Dh5,300 per person.
The specs
Engine: 4.0-litre V8
Power: 503hp at 6,000rpm
Torque: 685Nm at 2,000rpm
Transmission: 8-speed auto
Price: from Dh850,000
On sale: now
