Samuel Akech

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 16

Top Topics

Machine Learning

Clinical Practice

Quality Improvement

Convolutional Neural Network

Top Venues

Wellcome open research

Archives of disease in childhood

PLOS digital health

This page only lists publications with an associated author ORCID identifier.

Publications

Paul Mwaniki, Timothy Kamanu, Samuel Akech, Dustin Dunsmuir, J Mark Ansermino, M J C Eijkemans
Using self-supervised feature learning to improve the use of pulse oximeter signals to predict paediatric hospitalization. Wellcome open research 6 (2023)
Yin Mo, Ying Ding, Yang Cao, Jill Hopkins, Elizabeth A Ashley, Naomi Waithira, Prapass Wannapinij, Sue J Lee, Claire L Ling, Raph Leonardus Hamers, Tamalee Roberts, Yoel Lubell, Abhilasha Karkey, Samuel Akech, Samantha Lissauer, Japheth Opintan, Iruka N Okeke, Sergey Eremin, Barbara Tornimbene, Li Yang Hsu, Catherine Louise Thwaites, Minh Yen Lam, Ngoc Thach Pham, Tieu Kieu Pham, Jeanette Teo, Andrea Lay-Hoon Kwa, Kalisvar Marimuthu, Oon Tek Ng, Shawn Vasoo, Suwatthiya Kitsaran, Siriluck Anunnatsiri, Pope Kosalaraksa, Darunee Chotiprasitsakul, Pitak Santanirand, Rongpong Plongla, Hock Hin Chua, Xun Ting Tiong, Ke Juin Wong, Sasheela Sri La Sri Ponnampalavanar, Helmi Bin Sulaiman, Mohd Zulfakar Mazlan, Zeti Norfidiyati Salmuna, Giri Shan Rajahram, Mohd Zaki Bin Mohd Zaili, Joshua R Francis, Nevio Sarmento, Helio Guterres, Tessa Oakley, Jennifer Yan, Ari Tilman, Muhammad Osama Rehman Khalid, Madiha Hashmi, Syed Faisal Mahmood, Azizullah Khan Dhiloo, Ambreen Fatima, Inke Nadia D Lubis, Hendri Wijaya, Cybele L Abad, Arthur Dessi Roman, Cecilia C Maramba Lazarte, Gazi Md Salahuddin Mamun, Rosmonaliza Asli, Muhd Haziq Fikry Bin Haji Abdul Momin, Khurelbaatar Nyamdavaa, Ulziijargal Gurjav, Sotharith Bory, George M Varghese, Lalit Gupta, Pratik Tantia, Robert Sinto, Yohei Doi, Basudha Khanal, Greco Malijan, Jezreel Lazaro, Samanmalee Gunasekara, Sumudu Withanage, Po Yu Liu, Yonghong Xiao, Minggui Wang, David L Paterson, Hindrik Rogier van Doorn, Paul Turner
ACORN (A Clinically-Oriented Antimicrobial Resistance Surveillance Network) II: protocol for case based antimicrobial resistance surveillance. Wellcome open research 8 (2023)
Samuel Akech, Brian Nyamwaya, Jackline Gachoki, Morris Ogero, Joyce Kigo, Jackson Michuki Maina, Edna Mutua, Ednah Ooko, Philip Bejon, Salim Mwarumba, Felix Bahati, Benedict Mvera, Robert Musyimi, Robert Onsare, Jack Hutter, Emmanuel Tanui, Evelyn Wesangula, Paul Turner, Susanna J Dunachie, Olivia Lucey, Jacob McKnight, null null
The CINAMR (Clinical Information Network-Antimicrobial Resistance) Project: A pilot microbial surveillance using hospitals linked to regional laboratories in Kenya: Study Protocol. Wellcome open research 7 (2022)
Paul Mwaniki, Timothy Kamanu, Samuel Akech, M J C Eijkemans
Using Machine Learning Methods Incorporating Individual Reader Annotations to Classify Paediatric Chest Radiographs in Epidemiological Studies. Wellcome open research 6 (2022)
Alishah Mawji, Holly Longstaff, Jessica Trawin, Dustin T Dunsmuir, Clare Komugisha, Stefanie K Novakowski, Matthew O Wiens, Samuel Akech, Abner Tagoola, Niranjan Kissoon, J Mark Ansermino
A proposed de-identification framework for a cohort of children presenting at a health facility in Uganda. PLOS digital health 1 (8) (2022)
Alishah Mawji, Holly Longstaff, Jessica Trawin, Dustin T Dunsmuir, Clare Komugisha, Stefanie K Novakowski, Matthew O Wiens, Samuel Akech, Abner Tagoola, Niranjan Kissoon, J Mark Ansermino
A proposed de-identification framework for a cohort of children presenting at a health facility in Uganda. PLOS digital health 1 (8) (2022)
Robert S Paton, Alice Kamau, Samuel Akech, Ambrose Agweyu, Morris Ogero, Charles Mwandawiro, Neema Mturi, Shebe Mohammed, Arthur Mpimbaza, Simon Kariuki, Nancy A Otieno, Bryan O Nyawanda, Amina F Mohamed, George Mtove, Hugh Reyburn, Sunetra Gupta, Philip Bejon, Paul S Wikramaratna, Robert W Snow
Malaria infection and severe disease risks in Africa. Science (New York, N.Y.) 373 (6557) (2021)
Paul Mwaniki, Timothy Kamanu, Samuel Akech, M J C Eijkemans
Using Machine Learning Methods Incorporating Individual Reader Annotations to Classify Paediatric Chest Radiographs in Epidemiological Studies. Wellcome open research 6 (2021)
Alishah Mawji, Samuel Akech, Paul Mwaniki, Dustin Dunsmuir, Jeffrey N Bone, Matthew O Wiens, Matthias Görges, David Kimutai, Niranjan Kissoon, Attakrit Leckcivilize, John Mark Ansermino
Derivation and internal validation of a data-driven prediction model to guide frontline health workers in triaging children under-five in Nairobi, Kenya. Wellcome open research 4 (2021)
Alishah Mawji, Edmond Li, Arjun Chandna, Teresa Kortz, Samuel Akech, Matthew O Wiens, Niranjan Kissoon, Mark Ansermino
Common data elements for predictors of pediatric sepsis: A framework to standardize data collection. PloS one 16 (6) (2021)
Alishah Mawji, Samuel Akech, Paul Mwaniki, Dustin Dunsmuir, Jeffrey N Bone, Matthew O Wiens, Matthias Görges, David Kimutai, Niranjan Kissoon, Attakrit Leckcivilize, John Mark Ansermino
Derivation and internal validation of a data-driven prediction model to guide frontline health workers in triaging children under-five in Nairobi, Kenya. Wellcome open research 4 (2020)
Morris Ogero, Rachel Sarguta, Lucas Malla, Jalemba Aluvaala, Ambrose Agweyu, Samuel Akech
Methodological rigor of prognostic models for predicting in-hospital paediatric mortality in low- and middle-income countries: a systematic review protocol. Wellcome open research 5 (2020)
Morris Ogero, Samuel Akech, Lucas Malla, Ambrose Agweyu, Grace Irimu, Attakrit Leckcivilize, null null
Examining which clinicians provide admission hospital care in a high mortality setting and their adherence to guidelines: an observational study in 13 hospitals. Archives of disease in childhood 105 (7) (2020)
Alishah Mawji, Samuel Akech, Paul Mwaniki, Dustin Dunsmuir, Jeffrey N Bone, Matthew O Wiens, Matthias Görges, David Kimutai, Niranjan Kissoon, Attakrit Leckcivilize, John Mark Ansermino
Derivation and internal validation of a data-driven prediction model to guide frontline health workers in triaging children under-five in Nairobi, Kenya. Wellcome open research 4 (2019)
Jollee S T Fung, Samuel Akech, Niranjan Kissoon, Matthew O Wiens, Attakrit Leckcivilize, John Mark Ansermino
Determining predictors of sepsis at triage among children under 5 years of age in resource-limited settings: A modified Delphi process. PloS one 14 (1) (2019)
Grace Irimu, Morris Ogero, George Mbevi, Ambrose Agweyu, Samuel Akech, Thomas Julius, Rachel Nyamai, David Githang'a, Philip Ayieko, Attakrit Leckcivilize, null null
Approaching quality improvement at scale: a learning health system approach in Kenya. Archives of disease in childhood 103 (11) (2018)