Learning under label noise through few-shot human-in-the-loop refinement

Authors: Aaqib Saeed, Dimitris Spathis, Jungwoo Oh, Edward Choi, Ali Etemad

Source: Scientific Reports, Vol 15, Iss 1, Pp 1-10 (2025)

Subject Terms: Data-centric machine learning, Robustness, Human-in-the-loop, Model merging, Label noise, Medicine, Science

File Description: electronic resource

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

Access URL: https://doaj.org/article/d01bbd75a785476ea5ce9517948f8d82

Significantly improving zero-shot X-ray pathology classification via fine-tuning pre-trained image-text encoders

Authors: Jongseong Jang, Daeun Kyung, Seung Hwan Kim, Honglak Lee, Kyunghoon Bae, Edward Choi

Source: Scientific Reports, Vol 14, Iss 1, Pp 1-11 (2024)

Subject Terms: Medicine, Science

File Description: electronic resource

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

Access URL: https://doaj.org/article/35ef151825844e77a0c55efeb33b3200

Evaluation Framework of Large Language Models in Medical Documentation: Development and Usability Study

Authors: Junhyuk Seo, Dasol Choi, Taerim Kim, Won Chul Cha, Minha Kim, Haanju Yoo, Namkee Oh, YongJin Yi, Kye Hwa Lee, Edward Choi

Source: Journal of Medical Internet Research, Vol 26, p e58329 (2024)

Subject Terms: Computer applications to medicine. Medical informatics, R858-859.7, Public aspects of medicine, RA1-1270

File Description: electronic resource

Relation: https://www.jmir.org/2024/1/e58329; https://doaj.org/toc/1438-8871

Access URL: https://doaj.org/article/335af22a60ee4f62a44edbbfcb7cbdc2

Artificial Intelligence and Cardiovascular Genetics

Authors: Chayakrit Krittanawong, Kipp W. Johnson, Edward Choi, Scott Kaplin, Eric Venner, Mullai Murugan, Zhen Wang, Benjamin S. Glicksberg, Christopher I. Amos, Michael C. Schatz, W. H. Wilson Tang

Source: Life, Vol 12, Iss 2, p 279 (2022)

Subject Terms: genomics, AI, genetics, deep learning, cardiovascular disease, cardiology, Science

File Description: electronic resource

Relation: https://www.mdpi.com/2075-1729/12/2/279; https://doaj.org/toc/2075-1729

Access URL: https://doaj.org/article/3da1fb785d864729956a2c0c26617b1c

How Socioeconomic, Health Seeking Behaviours, and Educational Factors Are Affecting the Knowledge and Use of Antibiotics in Four Different Cities in Asia

Authors: Susan Ka Yee Chow, Xingjuan Tao, Xuejiao Zhu, Atsadaporn Niyomyart, Edward Choi

Source: Antibiotics, Vol 10, Iss 12, p 1522 (2021)

Subject Terms: antibiotic use, antibiotic resistance, socioeconomic, education, policies, Asian cities, Therapeutics. Pharmacology, RM1-950

File Description: electronic resource

Relation: https://www.mdpi.com/2079-6382/10/12/1522; https://doaj.org/toc/2079-6382

Access URL: https://doaj.org/article/1ae02bcfd34d4aeba24d86879bc9d34b

Impact and erosion dynamics of inclusion-enriched dry granular flows on rigid barriers with basal clearance: Numerical insights from hybrid MP-DEM simulations

Authors: Jiang, Yupeng ^a, Zhang, Chenyang ^{b, ⁎}, Edward Choi, Clarence ^{b, ⁎}

Source: In Computers and Geotechnics December 2024 176

Effects of microplastics on the rheological properties of sediment slurries in aquatic environments

Authors: Zhang, Jiaqi, Edward Choi, Clarence, Gao, Feihong

Source: In Environment International November 2024 193

Multiscale data-driven modeling of transient deposition physics of dense granular flows.

Authors: Nikooei, Mohammad¹ (AUTHOR) Nikooei.mohammad2017@gmail.com, Edward Choi, Clarence¹ (AUTHOR) cechoi@hku.hk, Zhang, Jiaqi¹ (AUTHOR) jiaqizjq@hku.hk

Source: Computers & Geotechnics. Jan2025:Part A, Vol. 177, pN.PAG-N.PAG. 1p.

Subject Terms: *GRANULAR flow, *MULTISCALE modeling, *TRANSIENTS (Dynamics), *FLUID flow, *IMPULSE (Physics)

Improved Settling Velocity for Microplastic Fibers: A New Shape-Dependent Drag Model.

Authors: Jiaqi Zhang, Edward Choi, Clarence

Source: Environmental Science & Technology; 1/18/2022, Vol. 56 Issue 2, p962-973, 12p

'Fashionable pockets': The transnational rise of cargo pants into popular culture.

Authors: Hancock, Joseph H., II, Augustyn, Edward Choi

Source: Australasian Journal of Popular Culture; 2013, Vol. 2 Issue 2, p183-195, 13p

Subject Terms: POPULAR culture, MILITARY uniforms, VIETNAM War, 1961-1975, MASS media, MOTION pictures

‘Fashionable pockets’: The transnational rise of cargo pants into popular culture

Authors: H., Joseph, Hancock, II, Augustyn, Edward Choi

Source: Australasian Journal of Popular Culture; June 2013, Vol. 2 Issue: 2 p183-195, 13p