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Machine learning comes of age in cystic fibrosis
https://ccaim.cam.ac.uk/machine-learning-comes-of-age-in-cystic-fibrosis/23 Feb 2024: test the difference between trajectories that are based on irregularly sampled time-series data. ... So the researchers developed an ML-based hypothesis test to do just that (see figure 6). -
https://ccaim.cam.ac.uk/category/conference/nacfc/feed/
https://ccaim.cam.ac.uk/category/conference/nacfc/feed/21 Feb 2024: medical ML: while standard hypothesis testing can be used to define such significant differences, most tests are restricted to a snapshot of data and cannot test the difference between trajectories that ... pThe researchers took retrospective -
https://ccaim.cam.ac.uk/tag/ml/feed/
https://ccaim.cam.ac.uk/tag/ml/feed/21 Feb 2024: But what if AI tools were designed specifically for real-world medicine – with all its organisational, scientific, and economic complexity?strong“/strong/p /blockquote pProf van der Schaar calls this a ... in Mathematics (magnacum laude) and -
Ten papers accepted at ICML 2021
https://ccaim.cam.ac.uk/announcement-ten-papers-from-ccaim-research-team-accepted-at-icml-2021/23 Feb 2024: Furthermore, we introduce a novel organ-allocation simulator to accurately test new policies. ... Especially, we demonstrate 14-80x speed-up in goodness-of-fit tests when compared with the gradient-based approach. -
https://ccaim.cam.ac.uk/tag/cambridge-university/feed/
https://ccaim.cam.ac.uk/tag/cambridge-university/feed/21 Feb 2024: 2) What features of these corpus examples are relevant for the model to relate them to the test example? ... The resulting methods, which we collectively call CW Networks (CWNs), are strictly more powerful than the WL test and not less powerful than the 3 -
https://ccaim.cam.ac.uk/tag/cancer/feed/
https://ccaim.cam.ac.uk/tag/cancer/feed/21 Feb 2024: But that’s just the beginning. As the patient continues on their healthcare pathway, with further tests, treatments and other health events such as the appearance of another tumour, their data -
https://ccaim.cam.ac.uk/category/news/student-news/feed/
https://ccaim.cam.ac.uk/category/news/student-news/feed/21 Feb 2024: in Mathematics (magnacum laude) and Economics at a href="https://english.tau.ac.il/" class="ek-link"Tel Aviv University/a. -
https://ccaim.cam.ac.uk/tag/alan-turing/feed/
https://ccaim.cam.ac.uk/tag/alan-turing/feed/21 Feb 2024: But that’s just the beginning. As the patient continues on their healthcare pathway, with further tests, treatments and other health events such as the appearance of another tumour, their data -
https://ccaim.cam.ac.uk/tag/ml-conference/feed/
https://ccaim.cam.ac.uk/tag/ml-conference/feed/21 Feb 2024: 2) What features of these corpus examples are relevant for the model to relate them to the test example? ... The resulting methods, which we collectively call CW Networks (CWNs), are strictly more powerful than the WL test and not less powerful than the 3 -
https://ccaim.cam.ac.uk/category/cystic-fibrosis/feed/
https://ccaim.cam.ac.uk/category/cystic-fibrosis/feed/21 Feb 2024: It is a complex mass of “static” information – such as sex, genomic measures and blood type – and time-series data such as ongoing clinical measures, test results and so on. -
https://ccaim.cam.ac.uk/author/so424/feed/
https://ccaim.cam.ac.uk/author/so424/feed/21 Feb 2024: CCAIM https://ccaim.cam.ac.uk Novel AI to transform healthcare Wed, 26 May 2021 14:00:29 0000 en-GB hourly 1 https://wordpress.org/?v=6.2.4 https://ccaim.cam.ac.uk/wp-content/uploads/2020/09/cropped-CCAIM-Symbol-Social-Icon-WhiteBG-1-32x32.png CCAIM -
https://ccaim.cam.ac.uk/tag/neurips/feed/
https://ccaim.cam.ac.uk/tag/neurips/feed/21 Feb 2024: 2) What features of these corpus examples are relevant for the model to relate them to the test example? ... The resulting methods, which we collectively call CW Networks (CWNs), are strictly more powerful than the WL test and not less powerful than the 3 -
https://ccaim.cam.ac.uk/tag/presentation/feed/
https://ccaim.cam.ac.uk/tag/presentation/feed/21 Feb 2024: These estimators can be used to evaluate the congruence of test instances with respect to the training set, to answer two practically useful questions: (1) which test instances will be reliably -
Advances in machine learning for cystic fibrosis revealed at the…
https://ccaim.cam.ac.uk/advances-in-machine-learning-for-cystic-fibrosis-revealed-at-north-american-cf-conference-2020/23 Feb 2024: The researchers took retrospective longitudinal data from the UK Cystic Fibrosis Registry to systematically test for differences in lung function decline. ... Synthetic data were used to quantitatively evaluate the test because the ground-truth aetiology -
https://ccaim.cam.ac.uk/tag/nhs/feed/
https://ccaim.cam.ac.uk/tag/nhs/feed/21 Feb 2024: But that’s just the beginning. As the patient continues on their healthcare pathway, with further tests, treatments and other health events such as the appearance of another tumour, their data -
Prof Mihaela van der Schaar writes for The Guardian about AI-powered…
https://ccaim.cam.ac.uk/prof-mihaela-van-der-schaar-writes-for-the-guardian-about-ai-powered-personalised-medicine/23 Feb 2024: But what if AI tools were designed specifically for real-world medicine – with all its organisational, scientific, and economic complexity?“. -
https://ccaim.cam.ac.uk/tag/paper/feed/
https://ccaim.cam.ac.uk/tag/paper/feed/21 Feb 2024: These estimators can be used to evaluate the congruence of test instances with respect to the training set, to answer two practically useful questions: (1) which test instances will be reliably -
Transforming medicine through AI-enabled healthcare
https://ccaim.cam.ac.uk/transforming-medicine-through-ai-enabled-healthcare/23 Feb 2024: But that’s just the beginning. As the patient continues on their healthcare pathway, with further tests, treatments and other health events such as the appearance of another tumour, their data -
https://ccaim.cam.ac.uk/category/news/feed/
https://ccaim.cam.ac.uk/category/news/feed/21 Feb 2024: But what if AI tools were designed specifically for real-world medicine – with all its organisational, scientific, and economic complexity?strong“/strong/p /blockquote pProf van der Schaar calls this a -
https://ccaim.cam.ac.uk/tag/icml/feed/
https://ccaim.cam.ac.uk/tag/icml/feed/21 Feb 2024: These estimators can be used to evaluate the congruence of test instances with respect to the training set, to answer two practically useful questions: (1) which test instances will be reliably
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