Leptospirosis modelling using hydrometeorological indices and random forest machine learning

QR رمز

Leptospirosis modelling using hydrometeorological indices and random forest machine learning

Leptospirosis is a zoonosis that has been linked to hydrometeorological variability. Hydrometeorological averages and extremes have been used before as drivers in the statistical prediction of disease. However, their importance and predictive capacity are still little known. In this study, the use o...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:	International Journal of Biometeorology
المؤلف الرئيسي:	Jayaramu V.; Zulkafli Z.; De Stercke S.; Buytaert W.; Rahmat F.; Abdul Rahman R.Z.; Ishak A.J.; Tahir W.; Ab Rahman J.; Mohd Fuzi N.M.H.
التنسيق:	مقال
اللغة:	English
منشور في:	Springer Science and Business Media Deutschland GmbH 2023
الوصول للمادة أونلاين:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85147099122&doi=10.1007%2fs00484-022-02422-y&partnerID=40&md5=45d6a53b17ce1fe5ee7b4af6a73117ce

مواد مشابهة

Leptospirosis modelling using hydrometeorological indices and random forest machine learning
بواسطة: 2-s2.0-85147099122
منشور في: (2023)

The classification of EEG-based winking signals: A transfer learning and random forest pipeline
بواسطة: Mahendra Kumar J.L.; Rashid M.; Musa R.M.; Mohd Razman M.A.; Sulaiman N.; Jailani R.; Abdul Majeed A.P.P.
منشور في: (2021)

A sound event detection based on hybrid convolution neural network and random forest
بواسطة: Afendi M.A.S.M.; Yusoff M.
منشور في: (2022)

Cardiac haemorrhage: An extreme presentation of leptospirosis
بواسطة: Razuin R.; Nurquin F.S.; Nur A.A.R.P.; Julina M.N.
منشور في: (2020)

Predicting Ocean Current Temperature Off the East Coast of America with XGBoost and Random Forest Algorithms Using Rstudio
بواسطة: 2-s2.0-85198048471
منشور في: (2024)

Herbal medicine and leptospirosis in Southeast Asia: a comprehensive bibliometric analysis (1973-2023)
بواسطة: Shah P.A.D.; Stefani W.; Putri D.I.; Halim S.; Abidah S.; Muhammad A.
منشور في: (2025)

Phylogenetic turnover along local environmental gradients in tropical forest communities
بواسطة: Baldeck C.A.; Kembel S.W.; Harms K.E.; Yavitt J.B.; John R.; Turner B.L.; Madawala S.; Gunatilleke N.; Gunatilleke S.; Bunyavejchewin S.; Kiratiprayoon S.; Yaacob A.; Supardi M.N.N.; Valencia R.; Navarrete H.; Davies S.J.; Chuyong G.B.; Kenfack D.; Thomas D.W.; Dalling J.W.
منشور في: (2016)

Burseraceae in Sungai Menyala Forest Reserve, Port Dickson, Negeri Sembilan
بواسطة: Fitri A.Z.; Aqilah N.M.B.; Faizi M.K.Z.; Nizam M.S.; Hazlan N.N.H.; Norafida N.N.A.; Norilani W.W.I.; Norazlinda M.; Noraini T.; Latiff A.
منشور في: (2023)

Reliability Assessment of Indicators Measuring the Impact of Enterprise Risk Management on Performance of Higher Education Institutions in Sri Lanka
بواسطة: Perera A.A.S.; Rahmat A.K.; Khatibi A.; Azam S.M.F.
منشور في: (2022)

DFT, Fukui indices, and molecular dynamic simulation studies on corrosion inhibition characteristics: a review
بواسطة: Razali N.Z.K.; Wan Hassan W.N.S.; Sheikh Mohd Ghazali S.A.I.; Mohd Shotor S.N.; Dzulkifli N.N.
منشور في: (2024)

Growth responses of light demanding and shade tolerant peat swamp forest saplings to elevated CO2
بواسطة: Wahidah M.N.L.; Nizam M.S.; Radziah C.M.Z.C.; Juliana W.A.W.
منشور في: (2021)

Effectiveness of the integration of traditional Chinese medicine and western medicine (integrative medicine) for treating liver stagnation and spleen deficiency in major depressive disorder: a randomized controlled trial protocol
بواسطة: Han Y.S.; Saw J.A.; Yu J.; Chen X.W.
منشور في: (2024)

Ecological risk indicators for leached heavy metals from coal ash generated at a malaysian power plant
بواسطة: Abd Manan T.S.B.; Beddu S.; Mohd Kamal N.L.; Mohamad D.; Itam Z.; Khan T.; Machmudah A.; Dutykh D.; Mohtar W.H.M.W.; Jusoh H.; Nazri F.M.; Yapandi M.F.K.M.; Pati S.; Ahmad A.; Rasdi N.W.
منشور في: (2021)

Temporal associations between microclimate, adult Aedes mosquito indices, and dengue cases at the residence level in Malaysia: Implications for targeted interventions
بواسطة: Mohd Hardy Abdullah, وآخرون
منشور في: (2025)

Assessing graduates' generic skills: An indicator of employability
بواسطة: 2-s2.0-84921307632
منشور في: (2014)

Diagnosis of murine typhus by serology in peninsular Malaysia: A case report where rickettsial illnesses, leptospirosis and dengue co-circulate
بواسطة: Yuhana Y.; Tanganuchitcharnchai A.; Sujariyakul P.; Sonthayanon P.; Chotivanich K.; Paris D.H.; Pukrittayakamee S.; Blacksell S.D.; Hanboonkunupakarn B.
منشور في: (2019)

Automated Ground Truth Annotation for Forest and Non-Forest Classification in Satellite Remote Sensing Images
بواسطة: 2-s2.0-85176549266
منشور في: (2023)

Application of anthocyanin as a color indicator in gelatin films
بواسطة: 2-s2.0-85084045800
منشور في: (2020)

Use of Nonlinear Features for Automated Characterization of Suspicious Ovarian Tumors Using Ultrasound Images in Fuzzy Forest Framework
بواسطة: Acharya U.R.; Akter A.; Chowriappa P.; Dua S.; Raghavendra U.; Koh J.E.W.; Tan J.H.; Leong S.S.; Vijayananthan A.; Hagiwara Y.; Ramli M.T.; Ng K.H.
منشور في: (2018)

Stand structure, biomass estimation and population dynamics of Rhizophoraceae in 50-ha plot at Pasoh Forest Reserve, Negeri Sembilan, Malaysia
بواسطة: Fitri A.Z.; Hafiz M.M.A.; Hazlan N.N.H.; Norafida N.N.A.; Norilani W.W.I.; Latiff A.
منشور في: (2023)

Forest landscape restoration for environmental management
بواسطة: 2-s2.0-85165018322
منشور في: (2024)

Effectiveness of a Dentist-based Anti-Smoking Intervention Among Malaysian Adolescents: A Randomized Controlled Field Trial
بواسطة: Radzi N.A.M.; Yusof Z.Y.M.
منشور في: (2025)

ENHANCING SHARIAH GOVERNANCE: THE KEY RISK INDICATORS FOR MANAGING SHARIAH NON-COMPLIANCE RISK IN ISLAMIC FINANCIAL INSTITUTIONS
بواسطة: Noor N.S.M.; Muhammad H.; Arifin J.; Ghazali P.L.; Razak R.A.
منشور في: (2024)

Biodiversity Study of Mangrove Forest in Lawas Sarawak
بواسطة: Gandaseca S.; Arianto C.I.; Pazi A.M.M.
منشور في: (2024)

Carbon Storage of Mangrove Forests in Sarawak, Malaysia
بواسطة: Gandaseca S.; Ariyanto C.I.; Rahmawaty; Pazi A.M.M.
منشور في: (2023)

The Effect of Financial Soundness Indicators on Decision Profitability of Islamic Banks in Bahrain
بواسطة: Hasan H.; Ali M.; Qeshta M.; Mutalib H.A.; Nurmala Sari E.
منشور في: (2024)

Performance of global Islamic versus conventional share indices: International evidence
بواسطة: 2-s2.0-84901839763
منشور في: (2014)

Controversy and Consensus on Indications for Sperm DNA Fragmentation Testing in Male Infertility: A Global Survey, Current Guidelines, and Expert Recommendations
بواسطة: Agarwal A.; Farkouh A.; Saleh R.; Hamoda T.A.-A.A.-M.; Harraz A.M.; Kavoussi P.; Arafa M.; Salvio G.; Rambhatla A.; Toprak T.; Gül M.; Phuoc N.H.V.; Boitrelle F.; Birowo P.; Ghayda R.A.; Cannarella R.; Kuroda S.; Durairajanayagam D.; Zini A.; Wyns C.; Sarikaya S.; Tremellen K.; Mostafa T.; Sokolakis I.; Evenson D.P.; Henkel R.; Zohdy W.; Chung E.; Ziouziou I.; Falcone M.; Russo G.I.; Al-Hashimi M.; Calogero A.E.; Ko E.; Colpi G.; Lewis S.; Serefoglu E.C.; Bahar F.; Martinez M.; Nguyen Q.; Ambar R.F.; Bakircioglu M.E.; Kandil H.; Mogharabian N.; Sabbaghian M.; Taniguchi H.; Tsujimura A.; Sajadi H.; Ibrahim W.; Atmoko W.; Vogiatzi P.; Gunes S.; Gilani M.A.S.; Roychoudhury S.; Güngör N.D.; Hakim L.; Adriansjah R.; Kothari P.; Jindal S.; Amar E.; Park H.J.; Long T.Q.T.; Homa S.; Karthikeyan V.S.; Zilaitiene B.; Rosas I.M.; Marino A.; Pescatori E.; Ozer C.; Akhavizadegan H.; Garrido N.; Busetto G.M.; Adamyan A.; Al-Marhoon M.; Elbardisi H.; Dolati P.; Darbandi M.; Darbandi S.; Balercia G.; Pinggera G.-M.; Micic S.; Ho C.C.K.; Moussa M.; Preto M.; Zenoaga-Barbăroșie C.; Smith R.P.; Kosgi R.; de la Rosette J.; El-Sakka A.I.; Abumelha S.M.; Mierzwa T.C.; Ong T.A.; Banihani S.A.; Bowa K.; Fukuhara S.; Boeri L.; Danacıoğlu Y.O.; Gokalp F.; Selim O.M.; Cho C.-L.; Tadros N.N.; Ugur M.R.; Ozkent M.S.; Chiu P.; Kalkanli A.; Khalafalla K.; Vishwakarma R.B.; Finocchi F.; Andreadakis S.; Giulioni C.; Çeker G.; Ceyhan E.; Malhotra V.; Yilmaz M.; Timpano M.; Barrett T.L.; Kim S.H.K.; Ahn S.-T.; Giacone F.; Palani A.; Duarsa G.W.K.; Kadioglu A.; Gadda F.; Zylbersztejn D.S.; Aydos K.; Kulaksız D.; Gupte D.; Calik G.; Karna K.K.; Drakopoulos P.; Baser A.; Kumar V.; Molina J.M.C.; Rajmil O.; Ferreira R.H.; Leonardi S.; Avoyan A.; Sogutdelen E.; Franco G.; Ramsay J.; Ramirez L.; Shah R.; Gherabi N.; Kahraman O.; Trotta C.; Rocco L.; Ngoo K.S.; Sallam H.; El Meliegy A.; Alhathal N.; Chien K.; Lee J.; Le T.V.
منشور في: (2023)

An international, stepped wedge, cluster-randomized trial investigating the 0/1-h algorithm in suspected acute coronary syndrome in Asia: the rational of the DROP-Asian ACS study
بواسطة: Inoue K.; Chieh J.T.W.; Yeh L.C.; Chiang S.-J.; Phrommintikul A.; Suwanasom P.; Kasim S.; Ahmad B.; Idrose A.M.; Salleh F.M.; Oyamada S.; Hirano Y.; Ouchi S.; Terakura M.; Yokoyama N.; Kozuma K.; Nanasato M.; Higuchi R.; Yumoto K.; Fukuzawa T.; Shimada I.; Giannitsis E.; Twerenbold R.; Minamino T.
منشور في: (2022)

Identifying and Validating Vocational Skills Domains and Indicators in Classroom Assessment Practices in TVET
بواسطة: M. Yusop S.R.; Rasul M.S.; Mohammad Yasin R.; Hashim H.U.
منشور في: (2023)

Structural and optical properties of zinc oxide film prepared using RF-sputtering technique for glugose biosensor
بواسطة: Hashim A.J.; Ghazai A.J.; Jaafar M.S.; Mansor N.; Zain Z.
منشور في: (2012)

Rationale and design of a cluster randomized trial of a multifaceted intervention in people with hypertension: The Heart Outcomes Prevention and Evaluation 4 (HOPE-4) Study
بواسطة: Schwalm J.-D.R.; McCready T.; Lamelas P.; Musa H.; Lopez-Jaramillo P.; Yusoff K.; McKee M.; Camacho P.A.; Lopez-Lopez J.; Majid F.; Thabane L.; Islam S.; Yusuf S.
منشور في: (2018)

Recent advances in lignin from forest residue for hydrogel application
بواسطة: 2-s2.0-85200130762
منشور في: (2024)

Exploring the distribution of Rhizanthes infanticida banziger in the bukit barisan protected forest, padang panjang city: an ecological assessment
بواسطة: Zulmardi Z.; Indra G.; Sari K.; Efendi A.; Yahya R.; Abdullah M.; Zainul R.
منشور في: (2024)

Assessing Cold-Formed Steel Section Performance in Fire: A Comprehensive Review of Numerical Models and Resistance Factors
بواسطة: De’nan F.; Yeou C.Y.; Salim W.S.W.; Rahman N.A.; Hashim N.S.
منشور في: (2024)

Comparisons of conventional and novel anthropometric obesity indices to predict metabolic syndrome among vegetarians in Malaysia
بواسطة: 2-s2.0-85096892344
منشور في: (2020)

Forest Fire Severity Level Using dNBR Spectral Index
بواسطة: Ghazali, وآخرون
منشور في: (2025)

Stand structure and species diversity of Keniam forest, Pahang National Park
بواسطة: 2-s2.0-79959650255
منشور في: (2010)

A randomized controlled trial to examine the effectiveness of the Dutch version of the Program for the Education and Enrichment of Relational Skills (PEERS®)
بواسطة: 2-s2.0-85128801887
منشور في: (2022)

Safety and efficacy of very low carbohydrate diet in patients with diabetic kidney disease—A randomized controlled trial
بواسطة: 2-s2.0-85117200198
منشور في: (2021)