Leptospirosis modelling using hydrometeorological indices and random forest machine learning

QRコード

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...

書誌詳細
出版年:	International Journal of Biometeorology
第一著者:	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.
フォーマット:	論文
言語:	English
出版事項:	Springer Science and Business Media Deutschland GmbH 2023
オンライン･アクセス:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85147099122&doi=10.1007%2fs00484-022-02422-y&partnerID=40&md5=45d6a53b17ce1fe5ee7b4af6a73117ce

類似資料

Leptospirosis modelling using hydrometeorological indices and random forest machine learning
著者:: 2-s2.0-85147099122
出版事項: (2023)

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

A sound event detection based on hybrid convolution neural network and random forest
著者:: Afendi M.A.S.M.; Yusoff M.
出版事項: (2022)

Cardiac haemorrhage: An extreme presentation of leptospirosis
著者:: Razuin R.; Nurquin F.S.; Nur A.A.R.P.; Julina M.N.
出版事項: (2020)

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

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

Phylogenetic turnover along local environmental gradients in tropical forest communities
著者:: 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.
出版事項: (2016)

Burseraceae in Sungai Menyala Forest Reserve, Port Dickson, Negeri Sembilan
著者:: 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.
出版事項: (2023)

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

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

Growth responses of light demanding and shade tolerant peat swamp forest saplings to elevated CO2
著者:: Wahidah M.N.L.; Nizam M.S.; Radziah C.M.Z.C.; Juliana W.A.W.
出版事項: (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
著者:: Han Y.S.; Saw J.A.; Yu J.; Chen X.W.
出版事項: (2024)

Ecological risk indicators for leached heavy metals from coal ash generated at a malaysian power plant
著者:: 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.
出版事項: (2021)

Temporal associations between microclimate, adult Aedes mosquito indices, and dengue cases at the residence level in Malaysia: Implications for targeted interventions
著者:: Mohd Hardy Abdullah, 等
出版事項: (2025)

Assessing graduates' generic skills: An indicator of employability
著者:: 2-s2.0-84921307632
出版事項: (2014)

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

Automated Ground Truth Annotation for Forest and Non-Forest Classification in Satellite Remote Sensing Images
著者:: 2-s2.0-85176549266
出版事項: (2023)

Application of anthocyanin as a color indicator in gelatin films
著者:: 2-s2.0-85084045800
出版事項: (2020)

Use of Nonlinear Features for Automated Characterization of Suspicious Ovarian Tumors Using Ultrasound Images in Fuzzy Forest Framework
著者:: 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.
出版事項: (2018)

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

Forest landscape restoration for environmental management
著者:: 2-s2.0-85165018322
出版事項: (2024)

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

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

Biodiversity Study of Mangrove Forest in Lawas Sarawak
著者:: Gandaseca S.; Arianto C.I.; Pazi A.M.M.
出版事項: (2024)

Carbon Storage of Mangrove Forests in Sarawak, Malaysia
著者:: Gandaseca S.; Ariyanto C.I.; Rahmawaty; Pazi A.M.M.
出版事項: (2023)

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

Performance of global Islamic versus conventional share indices: International evidence
著者:: 2-s2.0-84901839763
出版事項: (2014)

Controversy and Consensus on Indications for Sperm DNA Fragmentation Testing in Male Infertility: A Global Survey, Current Guidelines, and Expert Recommendations
著者:: 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.
出版事項: (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
著者:: 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.
出版事項: (2022)

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

Structural and optical properties of zinc oxide film prepared using RF-sputtering technique for glugose biosensor
著者:: Hashim A.J.; Ghazai A.J.; Jaafar M.S.; Mansor N.; Zain Z.
出版事項: (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
著者:: 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.
出版事項: (2018)

Recent advances in lignin from forest residue for hydrogel application
著者:: 2-s2.0-85200130762
出版事項: (2024)

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

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

Comparisons of conventional and novel anthropometric obesity indices to predict metabolic syndrome among vegetarians in Malaysia
著者:: 2-s2.0-85096892344
出版事項: (2020)

Forest Fire Severity Level Using dNBR Spectral Index
著者:: Ghazali, 等
出版事項: (2025)

Stand structure and species diversity of Keniam forest, Pahang National Park
著者:: 2-s2.0-79959650255
出版事項: (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®)
著者:: 2-s2.0-85128801887
出版事項: (2022)

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