Understanding Early-Life Stress Impact on Mental-Physical Comorbidity Using Machine Learning

Authors: Dang, Vien Ngoc, Hernandez-Gonzalez, Jeronimo, Lekadir, Karim

Source: 2024 20th International Symposium on Medical Information Processing and Analysis (SIPAIM) Medical Information Processing and Analysis (SIPAIM), 2024 20th International Symposium on. :1-4 Nov, 2024

Relation: 2024 20th International Symposium on Medical Information Processing and Analysis (SIPAIM)

A Structural Equation Model Linking Early-Life Stress to Adult Mental and Cardiovascular Disease

Authors: Pujadas, Esmeralda Ruiz, Cascarano, Anna, Dang, Vien Ngoc, Camacho, Marina, Labrador, Angelica Atehortua, Lekadir, Karim

Source: 2024 20th International Symposium on Medical Information Processing and Analysis (SIPAIM) Medical Information Processing and Analysis (SIPAIM), 2024 20th International Symposium on. :1-4 Nov, 2024

Relation: 2024 20th International Symposium on Medical Information Processing and Analysis (SIPAIM)

Fairness and bias correction in machine learning for depression prediction: results from four study populations

Authors: Dang, Vien Ngoc, Cascarano, Anna, Mulder, Rosa H., Cecil, Charlotte, Zuluaga, Maria A., Hernández-González, Jerónimo, Lekadir, Karim

Subject Terms: Computer Science - Machine Learning, Computer Science - Computers and Society

Access URL: http://arxiv.org/abs/2211.05321

Auditing Unfair Biases in CNN-Based Diagnosis of Alzheimer's Disease
Proceedings of the 12th International Workshop on Clinical Image-Based Procedures, CLIP 2023, the First MICCAI Workshop on Fairness of AI in Medical Imaging, FAIMI 2023, and the Second MICCAI Workshop on the Ethical and Philosophical Issues in Medical Imaging, EPIMI 2023, held in conjunction with MICCAI 2023

Authors: Dang, Vien Ngoc, Casamitjana, Adrià, Starmans, Martijn P. A., Martín-Isla, Carlos, Hernández-González, Jerónimo, Lekadir, Karim

Source: Lecture Notes in Computer Science. (14242):172-182

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN608470481&indx=1&recIds=ETOCCN608470481

Vessel-CAPTCHA: an efficient learning framework for vessel annotation and segmentation

Authors: Dang, Vien Ngoc, Galati, Francesco, Cortese, Rosa, Di Giacomo, Giuseppe, Marconetto, Viola, Mathur, Prateek, Lekadir, Karim, Lorenzi, Marco, Prados, Ferran, Zuluaga, Maria A.

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2101.09321

Fairness and bias correction in machine learning for depression prediction across four study populations.

Authors: Dang, Vien Ngoc¹ (AUTHOR) dangn@ub.edu, Cascarano, Anna¹ (AUTHOR), Mulder, Rosa H.^2,3 (AUTHOR), Cecil, Charlotte^2,4,5 (AUTHOR), Zuluaga, Maria A.⁶ (AUTHOR), Hernández-González, Jerónimo⁷ (AUTHOR), Lekadir, Karim^1,8 (AUTHOR)

Source: Scientific Reports. 4/3/2024, Vol. 14 Issue 1, p1-12. 12p.

Subject Terms: *MACHINE learning, *FAIRNESS

Vessel-CAPTCHA: An efficient learning framework for vessel annotation and segmentation

Authors: Dang, Vien Ngoc, Galati, Francesco, Cortese, Rosa, Di Giacomo, Giuseppe, Marconetto, Viola, Mathur, Prateek, Lekadir, Karim, Lorenzi, Marco, Prados, Ferran, Zuluaga, Maria A.

Source: Medical image analysis. 75

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100163849426.0x000001&indx=1&recIds=ETOCvdc_100163849426.0x000001