Author details

Full Name

Chia-Yi Su

Affiliation

ORCID

Career Start Year

2006

Papers

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
36932886	Matrix Anisotropy Promotes a Transition of Collective to Disseminated Cell Migration via a Collective Vortex Motion.		2023
36104978	AIM2 upregulation promotes metastatic progression and PD-L1 expression in lung adenocarcinoma.	Cancer Science	2023
36449747	Changes of Mutations and Copy-Number and Enhanced Cell Migration during Breast Tumorigenesis.	Advanced Biology	2023
36898257	Human-guided deep learning with ante-hoc explainability by convolutional network from non-image data for pregnancy prognostication.		2023
36650171	Stem cell-nanomedicine system as a theranostic bio-gadolinium agent for targeted neutron capture cancer therapy.		2023
36890567	NEDD8 promotes radioresistance via triggering autophagy formation and serves as a novel prognostic marker in oral squamous cell carcinoma.		2023
36696383	Questionnaire-free machine-learning method to predict depressive symptoms among community-dwelling older adults.		2023
37121102	Tumor stromal topography promotes chemoresistance in migrating breast cancer cell clusters.		2023
35249111	FAS receptor regulates NOTCH activity through ERK-JAG1 axis activation and controls oral cancer stemness ability and pulmonary metastasis.	Cell Death Discovery	2022
35675328	Predicting clinical pregnancy using clinical features and machine learning algorithms in in vitro fertilization.	PLoS ONE	2022
35985204	The aberrant cancer metabolic gene carbohydrate sulfotransferase 11 promotes non-small cell lung cancer cell metastasis via dysregulation of ceruloplasmin and intracellular iron balance.	Translational Oncology	2022
35270031	Expression of the AHPND Toxins PirA and PirB Is Regulated by Components of the Quorum Sensing (QS) System.	International Journal of Molecular Sciences	2022
34555590	Lightweight deep neural networks for cholelithiasis and cholecystitis detection by point-of-care ultrasound.	Computer Methods and Programs in Biomedicine	2021
34126408	Engineering a 3D collective cancer invasion model with control over collagen fiber alignment.	Biomaterials	2021
34063271	Clinical Assay for the Early Detection of Colorectal Cancer Using Mass Spectrometric Wheat Germ Agglutinin Multiple Reaction Monitoring.	Cancers	2021
33630912	Visual light perceptions caused by medical linear accelerator: Findings of machine-learning algorithms in a prospective questionnaire-based case-control study.	PLoS ONE	2021
33579446	An anti-inflammatory gelatin hemostatic agent with biodegradable polyurethane nanoparticles for vulnerable brain tissue.	Materials Science and Engineering C	2021
33677454	Predicting Hyperoxia-Induced Lung Injury from Associated Intestinal and Lung Dysbiosis in Neonatal Mice.		2021
33568149	Isotypes of autoantibodies against novel differential 4-hydroxy-2-nonenal-modified peptide adducts in serum is associated with rheumatoid arthritis in Taiwanese women.	BMC Medical Informatics and Decision Making	2021
33562773	Hiltonol Cocktail Kills Lung Cancer Cells by Activating Cancer-Suppressors, PKR/OAS, and Restraining the Tumor Microenvironment.	International Journal of Molecular Sciences	2021
34330209	Co-AMPpred for in silico-aided predictions of antimicrobial peptides by integrating composition-based features.	BMC Bioinformatics	2021
32781669	An Examination on the Transmission of COVID-19 and the Effect of Response Strategies: A Comparative Analysis.	International Journal of Environmental Research and Public Health	2020
32316576	Monoamine Oxidase B Expression Correlates with a Poor Prognosis in Colorectal Cancer Patients and Is Significantly Associated with Epithelial-to-Mesenchymal Transition-Related Gene Signatures.	International Journal of Molecular Sciences	2020
32415506	Potential of stem cell therapy in intracerebral hemorrhage.	Molecular Biology Reports	2020
32173572	Applications of Google Search Trends for risk communication in infectious disease management: A case study of the COVID-19 outbreak in Taiwan.	International Journal of Infectious Diseases	2020
32340186	Factors Affecting Treatment with Life-Saving Interventions, Computed Tomography Scans and Specialist Consultations.	International Journal of Environmental Research and Public Health	2020
32283530	Artificial intelligence-assisted prediction of preeclampsia: Development and external validation of a nationwide health insurance dataset of the BPJS Kesehatan in Indonesia.	eBioMedicine	2020
32544403	Ovatodiolide, isolated from Anisomeles indica, suppresses bladder carcinogenesis through suppression of mTOR/Î²-catenin/CDK6 and exosomal miR-21 derived from M2 tumor-associated macrophages.	Toxicology and Applied Pharmacology	2020
32931446	Understanding the Community Risk Perceptions of the COVID-19 Outbreak in South Korea: Infodemiology Study.	Journal of Medical Internet Research	2020
33200995	Comparison of Multivariable Logistic Regression and Other Machine Learning Algorithms for Prognostic Prediction Studies in Pregnancy Care: Systematic Review and Meta-Analysis.	JMIR Medical Informatics	2020
32570503	Improving Dengue Surveillance System with Administrative Claim Data in Indonesia: Opportunities and Challenges.		2020
32784654	Human FBXL8 Is a Novel E3 Ligase Which Promotes BRCA Metastasis by Stimulating Pro-Tumorigenic Cytokines and Inhibiting Tumor Suppressors.	Cancers	2020
31548578	Phosphorylation of adducin-1 by cyclin-dependent kinase 5 is important for epidermal growth factor-induced cell migration.	Scientific Reports	2019
31870275	RNA editing-based classification of diffuse gliomas: predicting isocitrate dehydrogenase mutation and chromosome 1p/19q codeletion.	BMC Bioinformatics	2019
31358528	Therapeutic Targeting of Aldolase A Interactions Inhibits Lung Cancer Metastasis and Prolongs Survival.	Cancer Research	2019
29802291	Complex Hydrogels Composed of Chitosan with Ring-opened Polyvinyl Pyrrolidone as a Gastroretentive Drug Dosage Form to Enhance the Bioavailability of Bisphosphonates.	Scientific Reports	2018
30242256	Biomechanical interplay between anisotropic re-organization of cells and the surrounding matrix underlies transition to invasive cancer spread.	Scientific Reports	2018
30241385	Data-Driven Approach to Improving the Risk Assessment Process of Medical Failures.	International Journal of Environmental Research and Public Health	2018
29857537	Roles of Sedentary Behaviors and Unhealthy Foods in Increasing the Obesity Risk in Adult Men and Women: A Cross-Sectional National Study.	Nutrients	2018
30518853	Lecithin-Stabilized Polymeric Micelles (LPMs) for Delivering Quercetin: Pharmacokinetic Studies and Therapeutic Effects of Quercetin Alone and in Combination with Doxorubicin.	Scientific Reports	2018
30367589	Predicting diabetic retinopathy and identifying interpretable biomedical features using machine learning algorithms.	BMC Bioinformatics	2018
29718725	Bispecific antibodies (anti-mPEG/anti-HER2) for active tumor targeting of docetaxel (DTX)-loaded mPEGylated nanocarriers to enhance the chemotherapeutic efficacy of HER2-overexpressing tumors.	Drug Delivery	2018
29348649	Publisher Correction: Determination of total and unbound docetaxel in plasma by ultrafiltration and UPLC-MS/MS: application to pharmacokinetic studies.	Scientific Reports	2018
29463123	Novel application of pluronic lecithin organogels (PLOs) for local delivery of synergistic combination of docetaxel and cisplatin to improve therapeutic efficacy against ovarian cancer.	Drug Delivery	2018
29154834	Development and characterization of docetaxel-loaded lecithin-stabilized micellar drug delivery system (LMDDs) for improving the therapeutic efficacy and reducing systemic toxicity.	European Journal of Pharmaceutics and Biopharmaceutics	2018
28120940	Parathyroid Hormone-Like Hormone is a Poor Prognosis Marker of Head and Neck Cancer and Promotes Cell Growth via RUNX2 Regulation.	Scientific Reports	2017
28822857	Exploring associations of clinical and social parameters with violent behaviors among psychiatric patients.	J Biomed Inform	2017
28852126	Decrease of FSTL1-BMP4-Smad signaling predicts poor prognosis in lung adenocarcinoma but not in squamous cell carcinoma.	Scientific Reports	2017
28327607	Corrigendum: Development and Characterization of Lecithin-based Self-assembling Mixed Polymeric Micellar (saMPMs) Drug Delivery Systems for Curcumin.	Scientific Reports	2017
28878397	Physical and Pharmacokinetic Characterizations of trans-Resveratrol (t-Rev) Encapsulated with Self-Assembling Lecithin-based Mixed Polymeric Micelles (saLMPMs).	Scientific Reports	2017