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The gradual increase in geriatric issues and global imbalance of the ratio between patients and healthcare professionals have created a demand for intelligent systems with the least error-prone diagnosis results to be used by less medically trained persons and save clinical time. This paper aims at investigating the development of image-based colourimetric analysis. The purpose of recognising such tests is to support wider users to begin a colourimetric test to be used at homecare settings, telepathology and so on.

The concept of an automatic colourimetric assay detection is delivered by utilising two cases. Training deep learning (DL) models on thousands of images of these tests using transfer learning, this paper (1) classifies the type of the assay and (2) classifies the colourimetric results.

This paper demonstrated that the assay type can be recognised using DL techniques with 100% accuracy within a fraction of a second. Some of the advantages of the pre-trained model over the calibration-based approach are robustness, readiness and suitability to deploy for similar applications within a shorter period of time.

To the best of the authors’ knowledge, this is the first attempt to provide colourimetric assay type classification (CATC) using DL. Humans are capable to learn thousands of visual classifications in their life. Object recognition may be a trivial task for humans, due to photometric and geometric variabilities along with the high degree of intra-class variabilities, it can be a challenging task for machines. However, transforming visual knowledge into machines, as proposed, can support non-experts to better manage their health and reduce some of the burdens on experts.

This study aims to examine the metal pollution in coastal sediment in the Peninsular Malaysia.

Approximately 141 published studies were screened from 1,285 documents and reviewed to determine the existing pollution status in the coastal areas of Peninsular Malaysia and the metals under review were Pb, Hg, Cd, Ar, Cu, Zn, Cr and Ni. Sources of pollutants and their effect on biological systems, marine organisms and human health were addressed in this review as well as recommendation of heavy metal removal or remedies in short. Emphasis is placed on marine pollution, particularly on the toxic metal accumulation in biota.

This study has revealed the different concentrations of pollutants, low, moderately, and chronically contaminated areas from heavy metals and the consequences to aquatic ecosystem and indirectly to human health, since an increasing in the coastal developments in Peninsular Malaysia.

This study has revealed the different concentrations of pollutants, low, moderately, and chronically contaminated areas from heavy metals and the consequences to aquatic ecosystem and indirectly to human health, since an increasing in the coastal developments in Peninsular Malaysia.

The main value in a culture of tolerance is wasatiyyah. The fragility of relationships and misunderstanding between Muslim and non-Muslim communities occurs when attention to values of tolerance which need more attention on moderation was not practiced especially in the life of a new Muslim convert community. Thus, the practice of moderation is one mechanism proposed by the government to ensure a harmonious continuation of life in a religious community can be achieved. For that, a qualitative study design was used to describe the current status of a phenomenon that occurs among new Muslim converts. The purposive sampling method is used to determine the applications of wasatiyyah in new Muslims’ life tolerance at Kota Kinabalu (East Malaysia) and Kuala Terengganu (West Malaysia). Although the study was conducted at two different locations, there is a relationship between religious phenomena that occur in the new Muslims community in Malaysia. The purpose of this study is to see the practical concept of moderation in the life of new Muslims and their relation with Muslims and non-Muslims. The results showed that the value of moderation was applied in the aspect of tolerance. The application of Wasatiyyah in practice of tolerance had helped non-Muslims family members to change their attitudes and perception towards Islam. This study suggests the values of wasatiyyah in the life of religious tolerance, need to be nourished especially in multiethnic society when sharing a living places, education and employment for better social development as well as a well-being pluralistic society.

The study was conducted through descriptive data qualitative methods. Purposive sampling was used which refers to a group that has the characteristics of samples required by researchers (Mohd Najib Abdul Ghafar 2003). This study applies the method of in-depth interview with the selected new Muslims around Kota Kinabalu (representing East Malaysia) and around Kuala Terengganu (representing Peninsular Malaysia/West Malaysia). Thus, data accumulation involves new Muslims (new Converts) from various ethnics (Sabahan and Sarawakian) which comprise Kadazandusun, Murut, Rungus, Sino and Iban. Secondly, those are from the Peninsular Malaysia which includes Chinese and Indian. Whereas in Kuala Terengganu, data accumulation involves new Muslims from various ethnics (Chinese, Indian, Sarawakian and others). The result of the interview is shown through descriptive narratives which display the practice of tolerance in the form of supportive interaction from the non-Muslim families towards the new Muslims in Islamic lifestyle.

The concept of wasatiyyah has nurturing tolerance among Muslim, newly Muslim and non-Muslim as well as fostering harmony among the diverse ethnics in Malaysia. Based on the discussion, it was observed that the concept of wasatiyyah had a great influence on the relationship among Muslim, newly Muslim and non-Muslim, as it had a strong link with the value of akhlaq that have been embedded in the Muslim community. The wasatiyyah is the main element that shapes the relationship, and it is the results of interaction with social norms, for it has bred certain social values that include tolerance, compromise, modesty, respect and cooperation as transpired when they (Muslim and newly Muslim) interact among themselves or with other communities. Furthermore, the main goal for the concept is to maintain peace and built well-being in the society as well as bracing racial ties in Malaysia, especially among Muslim, newly Muslim and non-Muslim.

Tolerance is a culture that founded the co-existence of pluralistic society in Malaysia. The culture of tolerance can only be built if ethnic tolerance and religious tolerance is accepted as a common practice – Muslims and non-Muslims alike. The description of wasatiyyah in the practice of religious tolerance among the families of new Muslims is the platform towards the acculturation of tolerance in the societal life from different faith and ethnics. It can be said that the higher the tolerance of ethnic, the higher is the religious tolerance, which is manifested through the application of wasatiyyah between people from different religions. This situation is highlighted in the relations of Muslim, newly Muslim and non-Muslim in Sabah and Terengganu where the culture of tolerance is apparent in the life together. Extensive interaction through encounters, acquaintance and co-existence that shape the friendship, brotherhood and kinship is the best formula in nurturing the culture of tolerance in the pluralistic society of Malaysia. Perhaps, the concept of wasatiyyah may be implemented in the whole aspect of life in the context of Malaysia. It is because the term wasatiyyah has the main sources of Islamic epistemology as well as sustaining the well-being pluralistic society without destroying the differences.

The purpose of this study is to discuss policy review in the interest of sustainable innovations in Malaysia’s public procurement. This study also offers the overall relationship between existing policies related to sustainable innovations in public procurement and the coherences towards the four dimensions of sustainable innovations.

This study outlines the current policies in Malaysia which are related to sustainable innovation initiatives and explores the cohesiveness that appears disconnected and understood separately. Policy content analysis is conducted on the current policies related to sustainable innovations in the context of Malaysia’s public procurement.

This study observed that the current policies related to sustainable innovations in public procurement are actually interconnected with each other through a hierarchical framework. This study also demonstrates that the 12th Malaysia Plan has comprehensively encompassed every aspect of the environment, social, economic and innovation to contribute to one primary goal – green economic growth.

The proposed policy framework is expected to be beneficial for the administrator executive among the civil servant to connect the independent policies and, at the same time, contribute to the overall goal of green economic growth. Through a broad policy structure too, this study helps the industry player to recognize their potential in any area related to sustainable innovation.

The policy framework illustrated is new to the literature, especially in Malaysia’s context. The compilation of current policy grounded by the 12th Malaysia Plan has not been presented in any publications.