Computer-aided prognosis of tuberculous meningitis combining imaging and non-imaging data

Authors: Liane S. Canas, Trinh H. K. Dong, Daniel Beasley, Joseph Donovan, Jon O. Cleary, Richard Brown, Nguyen Thuy Thuong Thuong, Phu Hoan Nguyen, Ha Thi Nguyen, Reza Razavi, Sebastien Ourselin, Guy E. Thwaites, Marc Modat, the Vietnam ICU Translational Applications Laboratory (VITAL) Investigators

Source: Scientific Reports, Vol 14, Iss 1, Pp 1-13 (2024)

Subject Terms: Tuberculous meningitis, Prognosis, Machine learning, Long short-term memory network, DenseNet, MRI imaging, Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/08a080fc43a44141b75690f09cfec498

Mapping patient pathways and understanding clinical decision-making in dengue management to inform the development of digital health tools

Authors: Quang Huy Nguyen, Damien K. Ming, An Phuoc Luu, Ho Quang Chanh, Dong Thi Hoai Tam, Nguyen Thanh Truong, Vo Xuan Huy, Bernard Hernandez, Jennifer Ilo Van Nuil, Chris Paton, Pantelis Georgiou, Nguyet Minh Nguyen, Alison Holmes, Phan Vinh Tho, Sophie Yacoub, the Vietnam ICU Translational Applications Laboratory (VITAL) investigators

Source: BMC Medical Informatics and Decision Making, Vol 23, Iss 1, Pp 1-9 (2023)

Subject Terms: Dengue, Clinical decision-making, Decision support, Digital health, Implementation research, Vietnam, Computer applications to medicine. Medical informatics, R858-859.7

File Description: electronic resource

Relation: https://doaj.org/toc/1472-6947

Access URL: https://doaj.org/article/fa3fea578062412aa61d827330288b00

vital_sqi: A Python package for physiological signal quality control

Authors: Van-Khoa D. Le, Hai Bich Ho, Stefan Karolcik, Bernard Hernandez, Heloise Greeff, Van Hao Nguyen, Nguyen Quoc Khanh Phan, Thanh Phuong Le, Louise Thwaites, Pantelis Georgiou, David Clifton, the Vietnam ICU Translational Applications Laboratory (VITAL) Investigators

Source: Frontiers in Physiology, Vol 13 (2022)

Subject Terms: signal quality index, electrocardiogram, photoplethysmogram, vital signs, continuous monitoring, open-source, Physiology, QP1-981

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fphys.2022.1020458/full; https://doaj.org/toc/1664-042X

Access URL: https://doaj.org/article/457fff331c02494e9f22a240575bfe42

Direct Medical Costs of Tetanus, Dengue, and Sepsis Patients in an Intensive Care Unit in Vietnam

Authors: Trinh Manh Hung, Nguyen Van Hao, Lam Minh Yen, Angela McBride, Vu Quoc Dat, H. Rogier van Doorn, Huynh Thi Loan, Nguyen Thanh Phong, Martin J. Llewelyn, Behzad Nadjm, Sophie Yacoub, C. Louise Thwaites, Sayem Ahmed, Nguyen Van Vinh Chau, Hugo C. Turner, The Vietnam ICU Translational Applications Laboratory (VITAL) Investigators, Dang Phuong Thao, Dang Trung Kien, Doan Bui Xuan Thy, Dong Huu Khanh Trinh, Du Hong Duc, Ronald Geskus, Ho Bich Hai, Ho Quang Chanh, Ho Van Hien, Huynh Trung Trieu, Evelyne Kestelyn, Le Dinh Van Khoa, Le Thanh Phuong, Luu Hoai Bao Tran, Luu Phuoc An, Angela Mcbride, Nguyen Lam Vuong, Nguyen Quang Huy, Nguyen Than Ha Quyen, Nguyen Thanh Ngoc, Nguyen Thi Giang, Nguyen Thi Le Thanh, Nguyen Thi Phuong Dung, Nguyen Thi Phuong Thao, Ninh Thi Thanh Van, Phan Nguyen Quoc Khanh, Phung Khanh Lam, Phung Tran Huy Nhat, Guy Thwaites, Tran Minh Duc, Jennifer Ilo Van Nuil, Vu Ngo Thanh Huyen, Cao Thi Tam, Duong Bich Thuy, Ha Thi Hai Duong, Ho Dang Trung Nghia, Le Buu Chau, Le Mau Toan, Le Ngoc Minh Thu, Le Thi Mai Thao, Luong Thi Hue Tai, Nguyen Hoan Phu, Nguyen Quoc Viet, Nguyen Thanh Nguyen, Nguyen Thi Kim Anh, Nguyen Van Thanh Duoc, Pham Kieu Nguyet Oanh, Phan Thi Hong Van, Phan Tu Qui, Phan Vinh Tho, Truong Thi Phuong Thao, Natasha Ali, David Clifton, Mike English, Shadi Ghiasi, Heloise Greeff, Jannis Hagenah, Ping Lu, Jacob McKnight, Chris Paton, Pantelis Georgiou, Bernard Hernandez Perez, Kerri Hill-Cawthorne, Alison Holmes, Stefan Karolcik, Damien Ming, Nicolas Moser, Liane Canas, Alberto Gomez, Hamideh Kerdegari, Marc Modat, Reza Razavi, Linda Denehy, Luigi Pisani, Marcus Schultz

Source: Frontiers in Public Health, Vol 10 (2022)

Subject Terms: dengue, sepsis, tetanus, direct medical cost, ICU, Vietnam, Public aspects of medicine, RA1-1270

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fpubh.2022.893200/full; https://doaj.org/toc/2296-2565

Access URL: https://doaj.org/article/f7077071376a4b659d7c43626ab987a1

Learning meaningful latent space representations for patient risk stratification: Model development and validation for dengue and other acute febrile illness

Authors: Bernard Hernandez, Oliver Stiff, Damien K. Ming, Chanh Ho Quang, Vuong Nguyen Lam, Tuan Nguyen Minh, Chau Nguyen Van Vinh, Nguyet Nguyen Minh, Huy Nguyen Quang, Lam Phung Khanh, Tam Dong Thi Hoai, Trung Dinh The, Trieu Huynh Trung, Bridget Wills, Cameron P. Simmons, Alison H. Holmes, Sophie Yacoub, Pantelis Georgiou, on behalf of the Vietnam ICU Translational Applications Laboratory (VITAL) investigators

Source: Frontiers in Digital Health, Vol 5 (2023)

Subject Terms: autoencoder (AE) neural networks, unsupervised learning, similarity retrieval, visualisation, clinical decision support system (CDSS), dengue, Medicine, Public aspects of medicine, RA1-1270, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fdgth.2023.1057467/full; https://doaj.org/toc/2673-253X

Access URL: https://doaj.org/article/1fcfc49e867e490bb994ce99580dc679

Applied machine learning for the risk-stratification and clinical decision support of hospitalised patients with dengue in Vietnam.

Authors: Damien K Ming, Bernard Hernandez, Sorawat Sangkaew, Nguyen Lam Vuong, Phung Khanh Lam, Nguyen Minh Nguyet, Dong Thi Hoai Tam, Dinh The Trung, Nguyen Thi Hanh Tien, Nguyen Minh Tuan, Nguyen Van Vinh Chau, Cao Thi Tam, Ho Quang Chanh, Huynh Trung Trieu, Cameron P Simmons, Bridget Wills, Pantelis Georgiou, Alison H Holmes, Sophie Yacoub, Vietnam ICU Translational Applications Laboratory (VITAL) investigators

Source: PLOS Digital Health, Vol 1, Iss 1, p e0000005 (2022)

Subject Terms: Computer applications to medicine. Medical informatics, R858-859.7

File Description: electronic resource

Relation: https://doaj.org/toc/2767-3170

Access URL: https://doaj.org/article/baf8220fecff40a8888cec9897258431