Deep learning–based algorithm improved radiologists’ performance in bone metastases detection on CT

Shunjiro Noguchi, Mizuho Nishio, Ryo Sakamoto, +9

European Radiology

Computed TomographyImage AnalysisMachine LearningMedical ImagingEngineering +10

Evaluation of the Driver's Temporary Arousal Level by Facial Skin Thermogram-Effect of Surrounding Temperature and Wind on the Thermogram-

Ryo Sakamoto, Akio Nozawa, Hisaya Tanaka, +2

IEEJ Transactions on Electronics Information and Systems

EngineeringBiometricsWearable TechnologyThermal TherapyDermatology +21

Lung Cancer Segmentation With Transfer Learning: Usefulness of a Pretrained Model Constructed From an Artificial Dataset Generated Using a Generative Adversarial Network

Mizuho Nishio, Koji Fujimoto, Hidetoshi Matsuo, +3

Frontiers in Artificial Intelligence

Temporal Subtraction of Serial CT Images with Large Deformation Diffeomorphic Metric Mapping in the Identification of Bone Metastases

Ryo Sakamoto, Masahiro Yakami, Koji Fujimoto, +9

Radiology

Attribute-guided image generation of three-dimensional computed tomography images of lung nodules using a generative adversarial network

Mizuho Nishio, Chisako Muramatsu, Shunjiro Noguchi, +4

Computers in Biology and Medicine

Image AnalysisEngineeringMedical ImagingDeep LearningAttribute-guided Image Generation +10

Quantitative imaging values of CT, MR, and FDG-PET to differentiate pineal parenchymal tumors and germinomas: are they useful?

Takahide Kakigi, Tomohisa Okada, Mitsunori Kanagaki, +8

Neuroradiology

Positron Emission TomographyMedical ImagingPet-mriHistopathologyBiomedical Imaging +8

Physiological impacts of computed tomography airway dysanapsis, fractal dimension, and branch count in asymptomatic never smokers

Tomoki Maetani, Naoya Tanabe, Satoru Terada, +8

Journal of Applied Physiology

Deep learning-based reconstruction of chest ultra-high-resolution computed tomography and quantitative evaluations of smaller airways

Naoya Tanabe, Ryo Sakamoto, Satoshi Kozawa, +7

Respiratory Investigation

Peritumoral radiomics features on preoperative thin-slice CT images can predict the spread through air spaces of lung adenocarcinoma

Keiichi Takehana, Ryo Sakamoto, Koji Fujimoto, +8

Scientific Reports

Stronger Associations of Centrilobular Than Paraseptal Emphysema With Longitudinal Changes in Diffusing Capacity and Mortality in COPD

Yusuke Shiraishi, Naoya Tanabe, Kaoruko Shimizu, +13

CHEST Journal

Advanced Lung DiseaseLongitudinal ChangesPulmonary MedicineDiffusing CapacityMedicine +3