Explainable machine learning prediction of ICU mortality

Autor: Chia, AHT, Khoo, MS, Lim, AZ, Ong, KE, Sun, Y, Nguyen, Binh, Chua, MCH, Pang, J

Background: There is a variety of mortality prediction models for patients in intensive care units (ICU) to guide appropriate clinical management. Advances in machine learning methodologies typically employ classifiers such as Neural Network and Rand

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::d3f34b5386a57585492cde9d75a3c2a1

Associations between meteorological variation and hospitalisations for rotavirus infections in Kuala Lumpur, Malaysia.

Autor: Khoo MS; Department of Paediatrics, Faculty of Medicine, Universiti Kebangsaan Malaysia Specialist Children's Hospital, The National University of Malaysia, 56000, Kuala Lumpur, Malaysia.; Clinical Research Unit, Universiti Kebangsaan Malaysia Specialist Children's Hospital, The National University of Malaysia, 56000, Kuala Lumpur, Malaysia., Ahmad Azman AH; Department of Paediatrics, Faculty of Medicine, Universiti Kebangsaan Malaysia Specialist Children's Hospital, The National University of Malaysia, 56000, Kuala Lumpur, Malaysia., Ismail NAS; Department of Biochemistry, Faculty of Medicine, The National University of Malaysia, 56000, Kuala Lumpur, Malaysia., Abdul Wahab A; Department of Medical Microbiology & Immunology, Faculty of Medicine, The National University of Malaysia, 56000, Kuala Lumpur, Malaysia., Ali A; Department of Paediatrics, Faculty of Medicine, Universiti Kebangsaan Malaysia Specialist Children's Hospital, The National University of Malaysia, 56000, Kuala Lumpur, Malaysia.; Clinical Research Unit, Universiti Kebangsaan Malaysia Specialist Children's Hospital, The National University of Malaysia, 56000, Kuala Lumpur, Malaysia.; Institute of IR4.0, The National University of Malaysia, 43600, Bangi, Malaysia.; Infection and Immunology Health and Advanced Medicine Cluster, The National University of Malaysia, 56000, Kuala Lumpur, Malaysia.

Publikováno v: Heliyon [Heliyon] 2024 Mar 26; Vol. 10 (7), pp. e28574. Date of Electronic Publication: 2024 Mar 26 (Print Publication: 2024).

Concomitant Kawasaki Disease and Rotavirus Infection-More Than Just a Coincidence: A Case Report.

Autor: Khoo MS; Department of Paediatrics, Faculty of Medicine, Universiti Kebangsaan Malaysia Children's Specialist Hospital, The National University of Malaysia, Kuala Lumpur 56000, Malaysia.; Research Centre, Universiti Kebangsaan Malaysia Children's Specialist Hospital, The National University of Malaysia, Kuala Lumpur 56000, Malaysia., Ali A; Department of Paediatrics, Faculty of Medicine, Universiti Kebangsaan Malaysia Children's Specialist Hospital, The National University of Malaysia, Kuala Lumpur 56000, Malaysia.; Research Centre, Universiti Kebangsaan Malaysia Children's Specialist Hospital, The National University of Malaysia, Kuala Lumpur 56000, Malaysia.; Institute of IR4.0, The National University of Malaysia, Bangi 43600, Malaysia.; Infection and Immunology Health and Advanced Medicine Cluster, The National University of Malaysia, Kuala Lumpur 56000, Malaysia.

Publikováno v: Tropical medicine and infectious disease [Trop Med Infect Dis] 2023 Jul 29; Vol. 8 (8). Date of Electronic Publication: 2023 Jul 29.

Kawasaki Disease with Hepatobiliary Manifestations.

Autor: Suhaini SA; Department of Paediatric, Faculty of Medicine, Universiti Kebangsaan Malaysia, Jalan Yaacob Latif, Kuala Lumpur 56000, Malaysia., Azidin AH; Department of Paediatric, Faculty of Medicine, Universiti Kebangsaan Malaysia, Jalan Yaacob Latif, Kuala Lumpur 56000, Malaysia., Cheah CS; Department of Paediatric, Faculty of Medicine, Universiti Kebangsaan Malaysia, Jalan Yaacob Latif, Kuala Lumpur 56000, Malaysia., Lee Wei Li W; Department of Paediatric, Faculty of Medicine, Universiti Kebangsaan Malaysia, Jalan Yaacob Latif, Kuala Lumpur 56000, Malaysia., Khoo MS; Department of Paediatric, Universiti Kebangsaan Malaysia Specialist Children's Hospital (HPKK), Jalan Yaacob Latif, Bandar Tun Razak, Cheras, Kuala Lumpur 56000, Malaysia., Ismail NAS; Department of Biochemistry, Faculty of Medicine, Universiti Kebangsaan Malaysia, Jalan Yaacob Latif, Kuala Lumpur 56000, Malaysia., Ali A; Department of Paediatric, Faculty of Medicine, Universiti Kebangsaan Malaysia, Jalan Yaacob Latif, Kuala Lumpur 56000, Malaysia.

Publikováno v: Medicina (Kaunas, Lithuania) [Medicina (Kaunas)] 2022 Dec 12; Vol. 58 (12). Date of Electronic Publication: 2022 Dec 12.

Different Rates of the SLC26A4 -Related Hearing Loss in Two Indigenous Peoples of Southern Siberia (Russia).

Autor: Danilchenko VY; Federal Research Center Institute of Cytology and Genetics, Siberian Branch of the Russian Academy of Sciences, 630090 Novosibirsk, Russia.; Novosibirsk State University, 630090 Novosibirsk, Russia., Zytsar MV; Federal Research Center Institute of Cytology and Genetics, Siberian Branch of the Russian Academy of Sciences, 630090 Novosibirsk, Russia., Maslova EA; Federal Research Center Institute of Cytology and Genetics, Siberian Branch of the Russian Academy of Sciences, 630090 Novosibirsk, Russia.; Novosibirsk State University, 630090 Novosibirsk, Russia., Bady-Khoo MS; Perinatal Center of the Republic of Tyva, 667000 Kyzyl, Russia., Barashkov NA; Yakut Scientific Centre of Complex Medical Problems, 677019 Yakutsk, Russia.; M.K. Ammosov North-Eastern Federal University, 677027 Yakutsk, Russia., Morozov IV; Novosibirsk State University, 630090 Novosibirsk, Russia.; Institute of Chemical Biology and Fundamental Medicine, Siberian Branch of the Russian Academy of Sciences, 630090 Novosibirsk, Russia., Bondar AA; Institute of Chemical Biology and Fundamental Medicine, Siberian Branch of the Russian Academy of Sciences, 630090 Novosibirsk, Russia., Posukh OL; Federal Research Center Institute of Cytology and Genetics, Siberian Branch of the Russian Academy of Sciences, 630090 Novosibirsk, Russia.; Novosibirsk State University, 630090 Novosibirsk, Russia.

Publikováno v: Diagnostics (Basel, Switzerland) [Diagnostics (Basel)] 2021 Dec 17; Vol. 11 (12). Date of Electronic Publication: 2021 Dec 17.