Daniel Schmidt

Associations of toothbrushing behaviour with risks of vascular and nonvascular diseases in Chinese adults.

Zhenhuang Zhuang, Meng Gao, Jun Lv, Canqing Yu, Yu Guo, Zheng Bian, Ling Yang, Huaidong Du, Yiping Chen, Feng Ning, Huilin Liu, Junshi Chen, Zhengming Chen, Tao Huang, Liming Li, undefined China Kadoorie Biobank (CKB) Collaborative Group

Journal article  |  2021  |  Eur J Clin Invest

Accumulating evidence has shown that poor oral hygiene is associated with increased risk of cardiometabolic diseases in Western po..

Development and external validation of a breast cancer absolute risk prediction model in Chinese population.

Yuting Han, Jun Lv, Canqing Yu, Yu Guo, Zheng Bian, Yizhen Hu, Ling Yang, Yiping Chen, Huaidong Du, Fangyuan Zhao, Wanqing Wen, Xiao-Ou Shu, Yongbing Xiang, Yu-Tang Gao, Wei Zheng, Hong Guo, Peng Liang, Junshi Chen, Zhengming Chen, Dezheng Huo, et al.

Journal article  |  2021  |  Breast Cancer Res

BACKGROUNDS: In contrast to developed countries, breast cancer in China is characterized by a rapidly escalating incidence rate in..

Epigenetic Drift Association with Cancer Risk and Survival, and Modification by Sex

Chenglong Yu, Ee Ming Wong, Jihoon Eric Joo, Allison M Hodge, Enes Makalic, Daniel Schmidt, Daniel D Buchanan, Gianluca Severi, John L Hopper, Dallas R English, Graham G Giles, Melissa C Southey, Pierre-Antoine Dugue

Journal article  |  2021  |  CANCERS

To investigate age- and sex-specific DNA methylation alterations related to cancer risk and survival, we used matched case-control..

A Bayesian-inspired, deep learning-based, semi-supervised domain adaptation technique for land cover mapping

Benjamin Lucas, Charlotte Pelletier, Daniel Schmidt, Geoffrey I Webb, Francois Petitjean

Journal article  |  2021  |  MACHINE LEARNING

Land cover maps are a vital input variable to many types of environmental research and management. While they can be produced auto..

On Universal Codes for Integers: Wallace Tree, Elias Omega and Beyond

Lloyd Allison, Arun S Konagurthu, Daniel F Schmidt

Conference Proceedings  |  2021  |  2021 DATA COMPRESSION CONFERENCE (DCC 2021)

A universal code for the (positive) integers is a variable length code that can be used to store or compress a sequence of integer..

Novel mammogram-based measures improve breast cancer risk prediction beyond an established mammographic density measure

Tuong L Nguyen, Daniel F Schmidt, Enes Makalic, Gertraud Maskarinec, Shuai Li, Gillian S Dite, Ye K Aung, Christopher F Evans, Ho N Trinh, Laura Baglietto, Jennifer Stone, Yun-Mi Song, Joohon Sung, Robert J MacInnis, Pierre-Antoine Dugue, James G Dowty, Mark A Jenkins, Roger L Milne, Melissa C Southey, Graham G Giles, et al.

Journal article  |  2020  |  INTERNATIONAL JOURNAL OF CANCER

Mammograms contain information that predicts breast cancer risk. We developed two novel mammogram-based breast cancer risk measure..

Stochastic Epigenetic Mutations Are Associated with Risk of Breast Cancer, Lung Cancer, and Mature B-cell Neoplasms

Amedeo Gagliardi, Pierre-Antoine Dugue, Therese H Nost, Melissa C Southey, Daniel D Buchanan, Daniel F Schmidt, Enes Makalic, Allison M Hodge, Dallas R English, Nicole W Doo, John L Hopper, Gianluca Severi, Laura Baglietto, Alessio Naccarati, Sonia Tarallo, Luigia Pace, Vittorio Krogh, Domenico Palli, Salvatore Panico, Carlotta Sacerdote, et al.

Journal article  |  2020  |  CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION

BACKGROUND: Age-related epigenetic dysregulations are associated with several diseases, including cancer. The number of stochastic..

InceptionTime: Finding AlexNet for time series classification

Hassan Ismail Fawaz, Benjamin Lucas, Germain Forestier, Charlotte Pelletier, Daniel F Schmidt, Jonathan Weber, Geoffrey Webb, Lhassane Idoumghar, Pierre-Alain Muller, Francois Petitjean

Journal article  |  2020  |  DATA MINING AND KNOWLEDGE DISCOVERY

This paper brings deep learning at the forefront of research into time series classification (TSC). TSC is the area of machine lea..

Transcriptome-wide association study of breast cancer risk by estrogen-receptor status

Helian Feng, Alexander Gusev, Bogdan Pasaniuc, Lang Wu, Jirong Long, Zomoroda Abu-full, Kristiina Aittomaki, Irene L Andrulis, Hoda Anton-Culver, Antonis C Antoniou, Adalgeir Arason, Volker Arndt, Kristan J Aronson, Banu K Arun, Ella Asseryanis, Paul L Auer, Jacopo Azzollini, Judith Balmana, Rosa B Barkardottir, Daniel R Barnes, et al.

Journal article  |  2020  |  GENETIC EPIDEMIOLOGY

Previous transcriptome-wide association studies (TWAS) have identified breast cancer risk genes by integrating data from expressio..

Going Beyond Conventional Mammographic Density to Discover Novel Mammogram-Based Predictors of Breast Cancer Risk.

John L Hopper, Tuong L Nguyen, Daniel F Schmidt, Enes Makalic, Yun-Mi Song, Joohon Sung, Gillian S Dite, James G Dowty, Shuai Li

Journal article  |  2020  |  Journal of Clinical Medicine

This commentary is about predicting a woman's breast cancer risk from her mammogram, building on the work of Wolfe, Boyd and Yaffe..