林 祥弘

Image-based estimation of component ratios in pharmaceutical powders using optical microscopy and deep learning 

Journal of Drug Delivery Science and Technology 2026年1月  

TGA and NMR relaxation measurement of nonmesoporous silica to investigate the amount of hydrolysis product in acetylsalicylic acid adsorbed on silica. 

Journal of pharmaceutical and biomedical analysis 241 115972-115972 2024年4月15日  

Use of Time-Domain NMR for 1H T1 Relaxation Measurement and Fitting Analysis in Homogeneity Evaluation of Amorphous Solid Dispersion. 

Journal of pharmaceutical sciences 113(3) 680-687 2024年3月  

Feature extraction of particle morphologies of pharmaceutical excipients from scanning electron microscope images using convolutional neural networks 

International Journal of Pharmaceutics 653 2024年3月  

Application of unsupervised and supervised learning to a material attribute database of tablets produced at two different granulation scales 

International Journal of Pharmaceutics 641 123066-123066 2023年6月  

Quality evaluation of white sugar crystals using the friability test and their non-destructive prediction using near-infrared spectroscopy 

Journal of Drug Delivery Science and Technology 82 2023年4月  

Usefulness of Applying Partial Least Squares Regression to T2 Relaxation Curves for Predicting the Solid form Content in Binary Physical Mixtures 

Journal of Pharmaceutical Sciences 112(4) 1041-1051 2023年4月  

Continuous Monitoring of the Agglomeration and Sedimentation of Indomethacin Nanosuspensions Using T2 Relaxation Time with Time-Domain NMR. 

Chemical & pharmaceutical bulletin 71(8) 665-669 2023年  

A Data-Driven Approach to Predicting Tablet Properties after Accelerated Test Using Raw Material Property Database and Machine Learning. 

Chemical & pharmaceutical bulletin 71(6) 406-415 2023年  

Continuous Monitoring of the Hydration Behavior of Hydrophilic Matrix Tablets Using Time-Domain NMR. 

Chemical & pharmaceutical bulletin 71(7) 576-583 2023年  

Classification of scanning electron microscope images of pharmaceutical excipients using deep convolutional neural networks with transfer learning 

International Journal of Pharmaceutics: X 4 2022年12月  

Characterization of the Salt and Free Base of Active Pharmaceutical Ingredients Based on NMR Relaxometry Measured by Time Domain NMR. 

Chemical & pharmaceutical bulletin 70(2) 162-168 2022年  

Low-Field NMR to Characterize the Crystalline State of Ibuprofen Confined in Ordered or Nonordered Mesoporous Silica. 

Chemical & pharmaceutical bulletin 70(8) 550-557 2022年  

Determination of Hardness of a Pharmaceutical Oral Jelly by Using T2 Relaxation Behavior Measured by Time-Domain NMR. 

Chemical & pharmaceutical bulletin 70(8) 558-565 2022年  

Application of machine learning to a material library for modeling of relationships between material properties and tablet properties. 

International journal of pharmaceutics 609 121158-121158 2021年11月20日  

Nondestructive Investigation of the Agglomeration Process for Nanosuspensions via NMR Relaxation of Water Molecules. 

European journal of pharmaceutical sciences : official journal of the European Federation for Pharmaceutical Sciences 164 105908-105908 2021年9月1日  

Time-domain NMR analysis for the determination of water content in pharmaceutical ingredients and wet granules. 

International journal of pharmaceutics 604 120770-120770 2021年7月15日  

Effect of the molecular mobility of water adsorbed by disintegrants on storage-induced hydrolytic degradation of acetylsalicylic acid incorporated into tablets under humid conditions 

European Journal of Pharmaceutical Sciences 154 105502-105502 2020年11月  

Effect of Different Direct Compaction Grades of Mannitol on the Storage Stability of Tablet Properties Investigated Using a Kohonen Self-Organizing Map and Elastic Net Regression Model. 

Pharmaceutics 12(9) 1-14 2020年9月18日  

Characterization of Powder- and Tablet Properties of Different Direct Compaction Grades of Mannitol Using a Kohonen Self-organizing Map and a Lasso Regression Model. 

Journal of pharmaceutical sciences 109(8) 2585-2593 2020年8月