https://nova.newcastle.edu.au/vital/access/ /manager/Index ${session.getAttribute("locale")} 5 https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:50466 Wed 29 May 2024 15:19:39 AEST ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:45299 Wed 26 Oct 2022 18:58:15 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:45272 Wed 26 Oct 2022 16:56:06 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:44992 Wed 26 Oct 2022 09:21:31 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:44993 Wed 26 Oct 2022 09:21:27 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:50449 Wed 26 Jul 2023 12:53:14 AEST ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:49626 Wed 24 May 2023 13:25:52 AEST ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:50373 Wed 24 Apr 2024 11:12:32 AEST ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:49911 Wed 14 Jun 2023 16:06:00 AEST ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:44097 Wed 13 Mar 2024 19:12:00 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:42928 Wed 07 Sep 2022 14:06:35 AEST ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:43674 Wed 07 Feb 2024 17:05:06 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:39585 Wed 07 Feb 2024 15:03:57 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:50386 Wed 01 May 2024 15:54:10 AEST ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:51987 Globally, coal remains one of the natural resources that provide power to the world. Thousands of people are involved in coal collection, processing, and transportation. Particulate coal dust is produced during these processes, which can crush the lung structure of workers and cause pneumoconiosis. There is no automated system for detecting and monitoring diseases in coal miners, except for specialist radiologists. This paper proposes ensemble learning techniques for detecting pneumoconiosis disease in chest X-ray radiographs (CXRs) using multiple deep learning models. Three ensemble learning techniques (simple averaging, multi-weighted averaging, and majority voting (MVOT)) were proposed to investigate performances using randomised cross-folds and leave-one-out cross-validations datasets. Five statistical measurements were used to compare the outcomes of the three investigations on the proposed integrated approach with state-of-the-art approaches from the literature for the same dataset. In the second investigation, the statistical combination was marginally enhanced in the ensemble of multi-weighted averaging on a robust model, CheXNet. However, in the third investigation, the same model elevated accuracies from 87.80 to 90.2%. The investigated results helped us identify a robust deep learning model and ensemble framework that outperformed others, achieving an accuracy of 91.50% in the automated detection of pneumoconiosis.]]> Tue 26 Sep 2023 10:47:09 AEST ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:50420 Tue 25 Jul 2023 18:12:17 AEST ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:50418 Tue 25 Jul 2023 18:05:29 AEST ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:42430 Tue 23 Aug 2022 09:51:22 AEST ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:46300 500 IU/L, C-reactive protein >10/μL, pleural albumin<3/μL, the presence of asbestos exposure and pleural effusion. In nearly all the experiments, the binary features were among the leading top five features in the list. The diagnosis of MM can be accessible through prognostic factors. Our proposed framework will help to diagnose the patients without expensive tests and painful procedures. The proposed framework may assist doctors, patients, medical practitioners, and other healthcare professionals for early diagnosis and better treatment of malignant mesothelioma through significant prognostic factors.]]> Tue 15 Nov 2022 10:10:30 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:48655 Tue 14 Nov 2023 14:43:11 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:44298 Tue 11 Oct 2022 16:05:37 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:36992 Thu 30 Jul 2020 13:04:50 AEST ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:38055 Thu 29 Jul 2021 11:01:58 AEST ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:37578 Thu 28 Oct 2021 12:36:27 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:46384 Thu 17 Nov 2022 14:11:40 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:54287 Thu 15 Feb 2024 14:45:20 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:44446 Thu 13 Oct 2022 12:39:37 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:40095 Mon 29 Jan 2024 18:41:37 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:49301 Mon 29 Jan 2024 18:22:50 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:43661 Mon 29 Jan 2024 17:49:19 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:55405 Mon 27 May 2024 12:04:01 AEST ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:50390 Mon 24 Jul 2023 14:40:16 AEST ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:41159 Mon 20 Nov 2023 15:51:42 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:48480 Mon 20 Mar 2023 09:25:44 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:51796 Mon 18 Sep 2023 15:25:23 AEST ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:52316 Mon 09 Oct 2023 10:25:31 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:52320 Mon 09 Oct 2023 10:24:36 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:55259 Mon 06 May 2024 12:35:54 AEST ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:40229 Mon 01 Aug 2022 10:13:45 AEST ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:38537 Fri 29 Oct 2021 12:07:53 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:40056 Fri 22 Jul 2022 13:27:19 AEST ]]>