AI-enabled wearable cameras for assisting dietary assessment in African populations

Authors: Frank P.-W. Lo, Jianing Qiu, Modou L. Jobarteh, Yingnan Sun, Zeyu Wang, Shuo Jiang, Tom Baranowski, Alex K. Anderson, Megan A. McCrory, Edward Sazonov, Wenyan Jia, Mingui Sun, Matilda Steiner-Asiedu, Gary Frost, Benny Lo

Source: npj Digital Medicine, Vol 7, Iss 1, Pp 1-16 (2024)

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

File Description: electronic resource

Relation: https://doaj.org/toc/2398-6352

Access URL: https://doaj.org/article/02369d495c84468f968194e13da05121

Food-related behaviors of rural (Asaase Kooko) and peri-urban (Kaadjanor) households in Ghana

Authors: Prince Kwabena Osei, Megan A. McCrory, Matilda Steiner-Asiedu, Edward Sazonov, Mingui Sun, Wenyan Jia, Tom Baranowski, Gary Frost, Benny Lo, Alex Kojo Anderson

Source: Frontiers in Nutrition, Vol 12 (2025)

Subject Terms: food-related behaviors, food acquisition, food preparation, eating practices, food storage, Ghana, Nutrition. Foods and food supply, TX341-641

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fnut.2025.1523793/full; https://doaj.org/toc/2296-861X

Access URL: https://doaj.org/article/e74ad80f75a3404b989b41c5f7c39e6a

Objective assessment of shared plate eating using a wearable camera in urban and rural households in Ghana

Authors: Christabel A. Domfe, Megan A. McCrory, Edward Sazonov, Tonmoy Ghosh, Viprav Raju, Gary Frost, Matilda Steiner-Asiedu, Mingui Sun, Wenyan Jia, Tom Baranowski, Benny Lo, Alex K. Anderson

Source: Frontiers in Nutrition, Vol 11 (2024)

Subject Terms: shared plate eating, low-and middle-income countries, dietary assessment, technology, wearable camera, households, Nutrition. Foods and food supply, TX341-641

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fnut.2024.1428771/full; https://doaj.org/toc/2296-861X

Access URL: https://doaj.org/article/3ab00a9f2a22412ca2f078ce5e009304

Dining Bowl Modeling and Optimization for Single-Image-Based Dietary Assessment

Authors: Boyang Li, Mingui Sun, Zhi-Hong Mao, Wenyan Jia

Source: Sensors, Vol 24, Iss 18, p 6058 (2024)

Subject Terms: image-based dietary assessment, bowl modeling, 3D reconstruction, optimization, Chemical technology, TP1-1185

File Description: electronic resource

Relation: https://www.mdpi.com/1424-8220/24/18/6058; https://doaj.org/toc/1424-8220

Access URL: https://doaj.org/article/25244acca2604eab9371e4ac69670f10

Food volume estimation by multi-layer superpixel

Authors: Xin Zheng, Chenhan Liu, Yifei Gong, Qian Yin, Wenyan Jia, Mingui Sun

Source: Mathematical Biosciences and Engineering, Vol 20, Iss 4, Pp 6294-6311 (2023)

Subject Terms: food volume estimation, multi-layer superpixel, stereo vision, disparity map, Biotechnology, TP248.13-248.65, Mathematics, QA1-939

File Description: electronic resource

Relation: https://doaj.org/toc/1551-0018

Access URL: https://doaj.org/article/c9d9db4cac75454682a224449e89eca6

Editorial for the Special Issue 'Sensing-Based Biomedical Communication and Intelligent Identification for Healthcare'

Authors: Wenyan Jia, Yi Gao, Zhi-Hong Mao, Mingui Sun

Source: Sensors, Vol 24, Iss 5, p 1403 (2024)

Subject Terms: n/a, Chemical technology, TP1-1185

File Description: electronic resource

Relation: https://www.mdpi.com/1424-8220/24/5/1403; https://doaj.org/toc/1424-8220

Access URL: https://doaj.org/article/f46dddb641c340d3a42a97b704920802

I2N: image to nutrients, a sensor guided semi-automated tool for annotation of images for nutrition analysis of eating episodes

Authors: Tonmoy Ghosh, Megan A. McCrory, Tyson Marden, Janine Higgins, Alex Kojo Anderson, Christabel Ampong Domfe, Wenyan Jia, Benny Lo, Gary Frost, Matilda Steiner-Asiedu, Tom Baranowski, Mingui Sun, Edward Sazonov

Source: Frontiers in Nutrition, Vol 10 (2023)

Subject Terms: food intake, image annotation, image to nutrients, software, wearable sensor, Nutrition. Foods and food supply, TX341-641

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fnut.2023.1191962/full; https://doaj.org/toc/2296-861X

Access URL: https://doaj.org/article/d9f54c4f747742e8a47b26bde1b9de7b

Standard Plane Identification in Fetal Brain Ultrasound Scans Using a Differential Convolutional Neural Network

Authors: Ruowei Qu, Guizhi Xu, Chunxia Ding, Wenyan Jia, Mingui Sun

Source: IEEE Access, Vol 8, Pp 83821-83830 (2020)

Subject Terms: Convolutional neural network, ultrasound scan image, medical image processing, convolution techniques, differential operator, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/9084099/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/032ede6f39e94fee920766e4d3667321

Deep Learning-Based Methodology for Recognition of Fetal Brain Standard Scan Planes in 2D Ultrasound Images

Authors: Ruowei Qu, Guizhi Xu, Chunxia Ding, Wenyan Jia, Mingui Sun

Source: IEEE Access, Vol 8, Pp 44443-44451 (2020)

Subject Terms: Medical image processing, CNN, transfer learning, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/8887441/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/3f3731bf4d4c452ea2631a17a6d12828

Improved Wearable Devices for Dietary Assessment Using a New Camera System

Authors: Mingui Sun, Wenyan Jia, Guangzong Chen, Mingke Hou, Jiacheng Chen, Zhi-Hong Mao

Source: Sensors, Vol 22, Iss 20, p 8006 (2022)

Subject Terms: wearable devices, hardware design, dietary assessment, circular images, camera orientation, artificial intelligence, Chemical technology, TP1-1185

File Description: electronic resource

Relation: https://www.mdpi.com/1424-8220/22/20/8006; https://doaj.org/toc/1424-8220

Access URL: https://doaj.org/article/2fb141d86c034c159cd0811f99edbf46

Food/Non-Food Classification of Real-Life Egocentric Images in Low- and Middle-Income Countries Based on Image Tagging Features

Authors: Guangzong Chen, Wenyan Jia, Yifan Zhao, Zhi-Hong Mao, Benny Lo, Alex K. Anderson, Gary Frost, Modou L. Jobarteh, Megan A. McCrory, Edward Sazonov, Matilda Steiner-Asiedu, Richard S. Ansong, Thomas Baranowski, Lora Burke, Mingui Sun

Source: Frontiers in Artificial Intelligence, Vol 4 (2021)

Subject Terms: egocentric image, wearable device, technology-based dietary assessment, low- and middle-income country, artificial intelligence, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/frai.2021.644712/full; https://doaj.org/toc/2624-8212

Access URL: https://doaj.org/article/07c60257d17442fea7fef172b02c4af5

Estimating Dining Plate Size From an Egocentric Image Sequence Without a Fiducial Marker

Authors: Wenyan Jia, Zekun Wu, Yiqiu Ren, Shunxin Cao, Zhi-Hong Mao, Mingui Sun

Source: Frontiers in Nutrition, Vol 7 (2021)

Subject Terms: wearable device, fiducial marker, dining plate size, egocentric image, technology-based dietary assessment, Nutrition. Foods and food supply, TX341-641

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fnut.2020.519444/full; https://doaj.org/toc/2296-861X

Access URL: https://doaj.org/article/0c0cb2755ee04784a0cfe0c2b1d02307

A multisource fusion framework driven by user-defined knowledge for egocentric activity recognition

Authors: Haibin Yu, Wenyan Jia, Zhen Li, Feixiang Gong, Ding Yuan, Hong Zhang, Mingui Sun

Source: EURASIP Journal on Advances in Signal Processing, Vol 2019, Iss 1, Pp 1-23 (2019)

Subject Terms: Egocentric activity recognition, Activity of daily living, Multisource fusion, Knowledge-driven model, Dezert–Smarandache theory, Telecommunication, TK5101-6720, Electronics, TK7800-8360

File Description: electronic resource

Relation: http://link.springer.com/article/10.1186/s13634-019-0612-x; https://doaj.org/toc/1687-6180

Access URL: https://doaj.org/article/253d3e44c96b4fd1a251dbc63ed3caee

Locally Shared Features: An Efficient Alternative to Conditional Random Field for Semantic Segmentation

Authors: Zhengeng Yang, Hongshan Yu, Wei Sun, Zhihong Mao, Mingui Sun

Source: IEEE Access, Vol 7, Pp 2263-2272 (2019)

Subject Terms: Semantic segmentation, fully convolutional networks, feature learning, context exploitation, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/8576986/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/239f07b9fe884058a7c5d36112457ff1

A Novel Approach to Dining Bowl Reconstruction for Image-Based Food Volume Estimation

Authors: Wenyan Jia, Yiqiu Ren, Boyang Li, Britney Beatrice, Jingda Que, Shunxin Cao, Zekun Wu, Zhi-Hong Mao, Benny Lo, Alex K. Anderson, Gary Frost, Megan A. McCrory, Edward Sazonov, Matilda Steiner-Asiedu, Tom Baranowski, Lora E. Burke, Mingui Sun

Source: Sensors, Vol 22, Iss 4, p 1493 (2022)

Subject Terms: 3D reconstruction, food volume estimation, image-based dietary assessment, round bowl, Chemical technology, TP1-1185

File Description: electronic resource

Relation: https://www.mdpi.com/1424-8220/22/4/1493; https://doaj.org/toc/1424-8220

Access URL: https://doaj.org/article/4f98f5a75d684b36a2a0f2e4ba0a749f

Utility of eButton images for identifying food preparation behaviors and meal-related tasks in adolescents

Authors: Margaret Raber, Monika Patterson, Wenyan Jia, Mingui Sun, Tom Baranowski

Source: Nutrition Journal, Vol 17, Iss 1, Pp 1-10 (2018)

Subject Terms: Food preparation, Nutritional assessment, All-day imaging, Cooking, Adolescents, Nutrition. Foods and food supply, TX341-641, Nutritional diseases. Deficiency diseases, RC620-627

File Description: electronic resource

Relation: http://link.springer.com/article/10.1186/s12937-018-0341-2; https://doaj.org/toc/1475-2891

Access URL: https://doaj.org/article/d4eb9dab831f4a75bf7a142985c37886

Application of Intelligent Recommendation Techniques for Consumers' Food Choices in Restaurants

Authors: Xinke Li, Wenyan Jia, Zhaofang Yang, Yuecheng Li, Ding Yuan, Hong Zhang, Mingui Sun

Source: Frontiers in Psychiatry, Vol 9 (2018)

Subject Terms: food choice, consumer preference, eating behaviors, food's attributes, matrix tri-factorization, food recommendation system, Psychiatry, RC435-571

File Description: electronic resource

Relation: https://www.frontiersin.org/article/10.3389/fpsyt.2018.00415/full; https://doaj.org/toc/1664-0640

Access URL: https://doaj.org/article/0d4dc7b256d94c9a909f9f386fb722f9

A miniature implantable coil that can be wrapped around a tubular organ within the human body

Authors: Shitong Mao, Hao Wang, Zhi-Hong Mao, Mingui Sun

Source: AIP Advances, Vol 8, Iss 5, Pp 056629-056629-5 (2018)

Subject Terms: Physics, QC1-999

File Description: electronic resource

Relation: https://doaj.org/toc/2158-3226

Access URL: https://doaj.org/article/b3f986283d24459c8b10a0d4f0220ab0

A double-helix and cross-patterned solenoid used as a wirelessly powered receiver for medical implants

Authors: Shitong Mao, Hao Wang, Zhi-Hong Mao, Mingui Sun

Source: AIP Advances, Vol 8, Iss 5, Pp 056603-056603-6 (2018)

Subject Terms: Physics, QC1-999

File Description: electronic resource

Relation: https://doaj.org/toc/2158-3226

Access URL: https://doaj.org/article/8ae1a49a02234ce3b728c8dc035f9930

A polygonal double-layer coil design for high-efficiency wireless power transfer

Authors: Shitong Mao, Hao Wang, Zhi-Hong Mao, Mingui Sun

Source: AIP Advances, Vol 8, Iss 5, Pp 056631-056631-6 (2018)

Subject Terms: Physics, QC1-999

File Description: electronic resource

Relation: https://doaj.org/toc/2158-3226

Access URL: https://doaj.org/article/9b68c46321ca4a1c899347a5de567799