University of Derby
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Reducing academic procrastination in Spanish University students through a Mindfulness-Based Intervention
Franco, C., Amutio, A., Aguilar-Parra, J. M., Trigueros, R. and Van Gordon, W. 2025. Reducing academic procrastination in Spanish University students through a Mindfulness-Based Intervention. Espiral Cuadernos del Profesorado. 18 (35), pp. 115-128. https://doi.org/10.25115/ecp.v18i38.10569Journal article
Civic and Place: framing the role of cultural development in Art and Design
Rowan, B., Wilson, E., Jones, R., Millington, S., Leach, A. and Booth, S. 2025. Civic and Place: framing the role of cultural development in Art and Design. CHEAD Huddersfield University .Working paper
Shearlet transform and convolutional neural network for histopathology images in breast cancer classification
Khairi, S. S. M., Bakar, M. A. A., Alias, M. A., Bakar, S. A., Rosli, N. and Farid, M. 2025. Shearlet transform and convolutional neural network for histopathology images in breast cancer classification . The Malaysian Journal of Fundamental and Applied Sciences. 21 (4), p. 2288−2302. https://doi.org/10.11113/mjfas.v21n4.38422288MohdKhairietal.|MalaysianJournalofFundamentalandAppliedSciences,Vol.21(2025)2288−2302RESEARCHARTICLEShearletTransformandConvolutionalNeuralNetworkforHistopathologyImagesinBreastCancerClassificationSitiShalizaMohdKhairia,b,MohdAftarAbuBakarb*,MohdAlmieAliasb,SakhinahAbuBakarb,NurwahyunaRoslic,MohsenFariddaFacultyofComputerandMathematicalSciences,UniversitiTeknologiMARA,40450ShahAlam,Selangor,Malaysia;DepartmentofMathematicalSciences,FacultyofScienceandTechnology,UniversitiKebangsaanMalaysia,43600UKMBangi,Selangor,Malaysia;cDepartmentofPathology,FacultyofMedicine,HospitalCanselorTuankuMuhriz,UniversitiKebangsaanMalaysia,JalanYaacobLatif,BandarTunRazak,Cheras,56000KualaLumpur,Malaysia;dDepartmentofComputingandMathematics,UniversityofDerby,KedlestonRoad,Derby,DE221GB,UnitedKingdomAbstractBreastcancerstandsoutasoneoftheglobalhealththreats,asitmaycausedeathifimproperlytreated.Thus,detectingtheillnessattheearlystagethroughprecisediagnosisisimportanttopreventprogressionoftumorswitheffectivetreatmentsthroughmedicalimaging.Traditionally,manualdiagnosticprocessesrelyontheinputdatarepresentationandexpertknowledge,whichconsumemuchtimeandarepronetohumanerrorduetoheavyworkloadsandfatigue.Recently,deeplearninghasshowndistinguishingresultsinmedicalimaginganalysisforimageclassificationanddetection.Nevertheless,theincreasingdemandtoenhancetheperformanceofimageclassificationisbecomingmoreprominent.Inthisstudy,ahybridmethodofdeeplearningisproposedbycombiningShearlettransformandconvolutionalneuralnetwork(CNN)forbreastcancerhistopathologyimageclassification.First,thehistopathologyimagesaredecomposedusingShearlettransformforShearletcoefficients.Then,theCNNapproachisusedtoclassifytheimagesintobenignandmalignantwithminimalpre-processingprocedure.TheabilityofShearlettransformtoaddresssingularitieshelpstoincreasethequalityofimages.TheproposedhybridmodelimprovestheperformanceoftheoriginalbasicCNNmodel.Resultsfromtheexperimentshowthattheproposedhybridmodelachievesanaccuracyof75%,anF1-scoreof85%formalignanttumor,andamisclassificationrateof0.25%.ThisresultshowsthattheuseofShearlettransformasthefirstfeatureextractionlayerintheCNNarchitectureprovidesbetterfeatureextraction,consequentlyleadingtoimprovedaccuracyforimageclassification.Keywords:Shearlettransform,imageclassification,convolutionalneuralnetwork,breastcancer.IntroductionBreastcancerisoneofthemostcommonillnesseshighlightedbyresearchersinmedicalfieldasitcontributestohighestdeathrates[1].Thiscancerpredominantlyoccursinwomen,hitsthemafterpubertywheretheincidenceratesrisingsteadilyaspeoplegrowolder.Itisanticipatedthatthenumberofdeathsfrombreastcancerwillgrowcontinuouslyfrom2020to2030forEastandSouthAsiancountries[2].Breastcancerisnotanairborneorspreadingillness.Theaffectedbreastcellsexperienceunregulatedgrowthandcandevelopintobenignormalignanttumors.Malignanttumors(canceroustumors)canmetastasizeorspreadtootherpartsofthebody,conferringworseprognosisforthepatients[3].Earlydiagnosisandaccuratetreatmentmayhelpindeceleratingthegrowthprocessandpreventspreadingofuncontrolledabnormalcellstootherpartsofthebody.*Forcorrespondence:aftar@ukm.edu.myReceived:04Sept.2024Accepted:25June2025©CopyrightMohdKhairi.ThisarticleisdistributedunderthetermsoftheCreativeCommonsAttributionLicense,whichpermitsunrestricteduseandredistributionprovidedthattheoriginalauthorandsourcearecredited.Journal article
Under the blinding light of colonial ideology: The (re) formation of the tritiya prakriti in Late Modern India
Franicevic, B. 2025. Under the blinding light of colonial ideology: The (re) formation of the tritiya prakriti in Late Modern India. Old World Trade and Interaction. 1 (1), pp. 85-93. https://doi.org/10.5281/zenodo.16537797Journal article
Unlocking the power of L1 regularization: A novel approach to taming overfitting in CNN for image classification
Sheikh, R., Wahid, F., Ali, S., Alkhayyat, A., Ma, Y., Khan, J. and Lee, Y. 2025. Unlocking the power of L1 regularization: A novel approach to taming overfitting in CNN for image classification. PLOS One. 20 (9), pp. 1-40. https://doi.org/10.1371/journal.pone.0327985Journal article
The good and the dark side of integration and dependence for IT adoption
Nayernia, H., Hashemi Petrudi, H. and Azareh, Y 2025. The good and the dark side of integration and dependence for IT adoption. The British Academy of Management (BAM) Conference. Newcastle 06 - 08 Sep 2016Conference paper
Fault-tolerant synchronization of drive-response memristive competitive neural networks with multiple actuator failures
Le, D., Duan, W., Huang, Y. and Wong, T. C. 2025. Fault-tolerant synchronization of drive-response memristive competitive neural networks with multiple actuator failures. Neurocomputing. 657. https://doi.org//10.1016/j.neucom.2025.131489Journal article
Drag reduction mechanism of a diving submersible with the double-row silk appendages based on continuous wavelet transform and dynamic modal decomposition
Yan, F, Wang, S., Yang, Z., Rinoshika, A. and Zhang, J. 2025. Drag reduction mechanism of a diving submersible with the double-row silk appendages based on continuous wavelet transform and dynamic modal decomposition. Ocean Engineering. 342 (Part 1), pp. 1-16. https://doi.org/10.1016/j.oceaneng.2025.122893Journal article
Adoption of blockchain technology in international entrepreneurship: strategic framework for managing roadblocks
Patra, S. P., Agrawal, R., Singh, R. K. and He, Q. 2025. Adoption of blockchain technology in international entrepreneurship: strategic framework for managing roadblocks. IEEE Transactions on Engineering Management. https://doi.org/10.1109/TEM.2025.3614554Journal article
Flipped learning to enhance self-efficacy and training satisfaction in pressure injury management: a commentary
Sorice, V. and Gould, J. 2025. Flipped learning to enhance self-efficacy and training satisfaction in pressure injury management: a commentary. Evidence Based Nursing. https://doi.org/10.1136/ebnurs-2025-104385Journal article
Expectations, evaluations and experiences: taking audiences seriously in redefining journalism
Steel, J. and Firmstone, J 2025. Expectations, evaluations and experiences: taking audiences seriously in redefining journalism. AJE summer conference.Conference Presentation
What Citizens in the U.S. and UK Know About Media Regulation and Why It Matters
Steel, J., Firmstone, J. and Bucy, E. 2025. What Citizens in the U.S. and UK Know About Media Regulation and Why It Matters. ECREA Political Communication 2025. Innsbruck 03 - 05 Sep 2025Conference Presentation
Connecting expectations, evaluations and experiences: taking audiences seriously to bridge the gap between the public and the news media
Steel, J. and Firmstone, J. 2025. Connecting expectations, evaluations and experiences: taking audiences seriously to bridge the gap between the public and the news media. ECREA Political Communication 2025. Innsbruck 03 - 05 Sep 2025Conference Presentation
Proposed circular economy readiness framework for the rail sector, a literature review and conceptual framework
Waring, C. and Liyanage, K. 2025. Proposed circular economy readiness framework for the rail sector, a literature review and conceptual framework. Business Strategy and the Environment. pp. 1-21. https://doi.org/10.1002/bse.70207Journal article
Artificial intelligence for enhanced quality assurance through advanced strategies and implementation in the software industry
Vivekananthan, J., Sattar, U. and Lackner, M. 2025. Artificial intelligence for enhanced quality assurance through advanced strategies and implementation in the software industry. Journal of Intelligent Systems. 34 (1), pp. 1-19. https://doi.org/10.1515/jisys-2024-0377Journal article
Chief Complaint Orientated Cognitive Behavioural Therapy for Psychosis in Conditions of High Security: An Organisational Case Analysis.
Slater, J. 2025. Chief Complaint Orientated Cognitive Behavioural Therapy for Psychosis in Conditions of High Security: An Organisational Case Analysis. Prof Doc Thesis https://doi.org/10.48773/v06vzProf Doc Thesis
Letting go of the “unwell self” in chronic and life-challenging conditions
Wells, C., Van Gordon, W. and Barrows, P. 2025. Letting go of the “unwell self” in chronic and life-challenging conditions. Mindfulness. https://doi.org/10.1007/s12671-025-02682-wJournal article
Exploring perceptions on how Virtual Reality (VR) could serve as an alternative tool for football players to engage in self-development
Richardson, L., Hooton, A., Chandler, C. and Rumbold, J. 2025. Exploring perceptions on how Virtual Reality (VR) could serve as an alternative tool for football players to engage in self-development. PhD Thesis https://doi.org/10.48773/v060xPhD Thesis
HoneyWin: high-interaction windows honeypot in enterprise environment
Aung, Y., Khoo, Y., Zheng, D., Duo, B., Chattopadhyay, S., Zhou, J., Lu, L. and Goh, W. 2025. HoneyWin: high-interaction windows honeypot in enterprise environment. The 2025 8th IEEE Conference on Dependable and Secure Computing. Taipei, Taiwan 18 - 20 Oct 2025 IEEE.Conference paper
An assessment of the factors of economic and financial corruption by public officials in Nigeria
Omale, D. and Oyebanji, O. A. 2025. An assessment of the factors of economic and financial corruption by public officials in Nigeria. Journal of Economic Criminology. 10, pp. 1-9. https://doi.org/10.1016/j.jeconc.2025.100188Journal article
Shoreline change assessment in rapidly urbanizing coastal megacities using geospatial techniques
Jimenez-Bescos, C. 2025. Shoreline change assessment in rapidly urbanizing coastal megacities using geospatial techniques . AIMS Geosciences. 11 (3), pp. 725-752.Journal article
Epistemic violence in psychological research: Unveiling bias in methodology, methods, and the peer review process
Ncube, M. 2025. Epistemic violence in psychological research: Unveiling bias in methodology, methods, and the peer review process. JORMA International Journal of Health and Social Sciences. 3 (5), pp. 20-24. https://doi.org/10.64074/qwtkrn56Journal article
An exposition of unconventional transnational organised crimes in Nigeria
Omale, D. 2025. An exposition of unconventional transnational organised crimes in Nigeria. in: Kaunert, C., Léonard, S. and Masys, A. J. (ed.) Transnational Unconventional Organized Crime: A National and Global Security Concern Switzerland Springer, Cham. pp. 73–84Book chapter
Breaking the silent legacies of war: Exploring transnational feminist art activisms and conflict-related gender-based violence
Photiou, M. 2025. Breaking the silent legacies of war: Exploring transnational feminist art activisms and conflict-related gender-based violence. Image & Text.Journal article
A qualitative study of Japanese medical students’ perspectives on clinical practicum during coronavirus disease 2019
Suzuki, T., Sakata, N., Ozaki, A., Tanimo, T., Miyata, Y., Kotera, Y. and Taylor, E. 2025. A qualitative study of Japanese medical students’ perspectives on clinical practicum during coronavirus disease 2019. JMA Journal. https://doi.org/10.31662/jmaj.2025-0087Journal article
Learning from lived experiences: using the voices of autistic people in prisons to inform staff training
Vinter, L. P. 2025. Learning from lived experiences: using the voices of autistic people in prisons to inform staff training. Prison Service Journal. 280, pp. 24-30.Journal article
Understanding online registered nursing students’ attitudes towards environmentally sustainable healthcare
Rawson, R., Okere, U., Williams, A., Lyte, G. and Jackson, J. 2025. Understanding online registered nursing students’ attitudes towards environmentally sustainable healthcare. MDPI Nursing Reports. pp. 1-14. https://doi.org/10.3390/nursrep15090340Journal article
Effects of an acute bout of exercise on cognitive function in adults with cognitive impairment: a systematic review with meta-analysis of randomized controlled trials
Scott, C., Morgan, M., Kelley, A. G. and Nyman, R. S. 2025. Effects of an acute bout of exercise on cognitive function in adults with cognitive impairment: a systematic review with meta-analysis of randomized controlled trials. Journal of Physical Activity and Health. https://doi.org/10.1123/jpah.2024-0761Journal article
Analyzing market entry strategies for autonomous vehicle startups: challenges and opportunities
Ahadi, N. and Liravi, P. 2025. Analyzing market entry strategies for autonomous vehicle startups: challenges and opportunities. Springer.Conference paper
Influence of surfactant–cosurfactant ratios on the morphology of vaterite microparticles in Inverse microemulsions
Hu, M, Wang, K, Zuo, J, Jevric, M, Feng, J, Wang, Z. and Wang, N 2025. Influence of surfactant–cosurfactant ratios on the morphology of vaterite microparticles in Inverse microemulsions. ChemistrySelect. 10 (36). https://doi.org/10.1002/slct.202504254Journal article
A hybrid metaheuristic for route optimization in quantum repeater networks
Aliyu, S. and Yang, H 2025. A hybrid metaheuristic for route optimization in quantum repeater networks. 2025 IEEE International Conference on Quantum Computing and Engineering (QCE). IEEE Computer Society.Conference paper
Exploring factors associated with dual harm among young adult men in prison
Thurston, L., Slade, K., Baguley, T. and Blagden, N. 2025. Exploring factors associated with dual harm among young adult men in prison. Psychology, Crime & Law. https://doi.org/10.1080/1068316X.2025.2555590Journal article
COVID-19 Lung CT Image Segmentation: A Comparison of Various U-Net Variants
Tolulope, B.A., David, O.A., Adeola, F., Wei, C. and Samuel-Soma, M. A. 2025. COVID-19 Lung CT Image Segmentation: A Comparison of Various U-Net Variants. 2nd International Conference on Intelligent Manufacturing and Robotics, ICIMR 2024. Suzhou, China 22 - 23 Sep 2025 Springer Nature. https://doi.org/10.1007/978-981-96-3949-6_22Conference Presentation
Theorising intention to buy second hand wedding dresses: a ZMET study
Hancock, C., Thomas, L. J. and Boardman, R. 2025. Theorising intention to buy second hand wedding dresses: a ZMET study. Journal of Marketing Management. pp. 1-29. https://doi.org/10.1080/0267257X.2025.2558906.Journal article
Introducing the Emotions-Affect Systems Elicitation (EASEL-3) Index: A new tool for measuring affect regulation systems' activation
Pinto, A. M., Figueiredo, C., Geenen, R., Castilho, P., da Silva, J. A. P., The EASEL-3 research group, Maratos, F. and McEwan, K. 2025. Introducing the Emotions-Affect Systems Elicitation (EASEL-3) Index: A new tool for measuring affect regulation systems' activation. Clinical Psychology & Psychotherapy. 32 (4). https://doi.org/10.1002/cpp.70126Journal article
The “5Rs of Rugby”: A reflective case study on the reality of implementing a mental health literacy and social norms intervention with professional rugby players
Lyons, D, Clarke, P., Symth, M, Burrows, E, Gilpin, P, Horan, M and McCormick,H 2025. The “5Rs of Rugby”: A reflective case study on the reality of implementing a mental health literacy and social norms intervention with professional rugby players. Case Studies in Sport and Performance Psychology. 9 (2), pp. 70-77. https://doi.org/10.1123/csspp.2024-0023Journal article
The BBC iPlayer+: A sustainable income stream for the BBC
McMahon, D. 2025. The BBC iPlayer+: A sustainable income stream for the BBC. in: Mair, J, Beck, A and Chandler, J (ed.) The BBC: After the Licence Fee? London Bite Sized Books Ltd. pp. 132-136Book chapter
Quell this fire, please! Addressing key operational challenges facing the Nigeria Fire Service
Okoli, J., Svenson, F. and Hadleigh-Dunn, S. 2025. Quell this fire, please! Addressing key operational challenges facing the Nigeria Fire Service. Public Organization Review. https://doi.org/10.1007/s11115-025-00903-3Journal article
Sujaan: a social enterprise of socio-economically disadvantaged women in rural Sindh, Pakistan
Javed, S., Timsal, A. and Hoyle, M. 2025. Sujaan: a social enterprise of socio-economically disadvantaged women in rural Sindh, Pakistan. in: Beaumont, E. (ed.) Cases on Startups and Enterprise Cheltenham Edward Elgar Publishing.Book chapter
The Development and Validation of the Adolescent Self-Criticism Scale (ASCS)
Maratos, F., Stupple, E., Barnes, C. and Ashra, H. 2025. The Development and Validation of the Adolescent Self-Criticism Scale (ASCS). Child & Youth Care Forum. https://doi.org/10.1007/s10566-025-09887-zJournal article
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