Osamu Abe
Orcid: 0000-0002-1180-2629
  According to our database1,
  Osamu Abe
  authored at least 42 papers
  between 1986 and 2025.
  
  
Collaborative distances:
Collaborative distances:
Timeline
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Bibliography
  2025
ModernBERT is More Efficient than Conventional BERT for Chest CT Findings Classification in Japanese Radiology Reports.
    
  
    CoRR, March, 2025
    
  
RadFig-VQA: A Multi-imaging-Modality Radiology Benchmark for Evaluating Vision-Language Models in Clinical Practice.
    
  
    Proceedings of the AI for Clinical Applications - First International Workshops, 2025
    
  
  2024
Detection of pulmonary nodules in chest radiographs: novel cost function for effective network training with purely synthesized datasets.
    
  
    Int. J. Comput. Assist. Radiol. Surg., October, 2024
    
  
Performance changes due to differences among annotating radiologists for training data in computerized lesion detection.
    
  
    Int. J. Comput. Assist. Radiol. Surg., August, 2024
    
  
Improved identification of tumors in 18F-FDG-PET examination by normalizing the standard uptake in the liver based on blood test data.
    
  
    Int. J. Comput. Assist. Radiol. Surg., March, 2024
    
  
Development of a Large-scale Dataset of Chest Computed Tomography Reports in Japanese and a High-performance Finding Classification Model.
    
  
    CoRR, 2024
    
  
Zero-shot 3D Segmentation of Abdominal Organs in CT Scans Using Segment Anything Model 2: Adapting Video Tracking Capabilities for 3D Medical Imaging.
    
  
    CoRR, 2024
    
  
Super-Efficient Lung Nodule Classification Using Massive-Training Artificial Neural Network (MTANN) Compact Model on LIDC-IDRI Database.
    
  
    Proceedings of the 2024 6th International Conference on Image, Video and Signal Processing, 2024
    
  
  2023
Acceleration of knee magnetic resonance imaging using a combination of compressed sensing and commercially available deep learning reconstruction: a preliminary study.
    
  
    BMC Medical Imaging, 2023
    
  
  2022
Rigid real-time prospective motion-corrected three-dimensional multiparametric mapping of the human brain.
    
  
    NeuroImage, 2022
    
  
Reliability and sensitivity to altered hemodynamics measured with resting-state fMRI metrics: Comparison with <sup>123</sup>I-IMP SPECT.
    
  
    NeuroImage, 2022
    
  
    CoRR, 2022
    
  
Aging prediction using deep generative model toward the development of preventive medicine.
    
  
    CoRR, 2022
    
  
  2021
Cross-scanner reproducibility and harmonization of a diffusion MRI structural brain network: A traveling subject study of multi-b acquisition.
    
  
    NeuroImage, 2021
    
  
Automatic detection of actionable radiology reports using bidirectional encoder representations from transformers.
    
  
    BMC Medical Informatics Decis. Mak., 2021
    
  
X2CT-FLOW: Reconstruction of multiple volumetric chest computed tomography images with different likelihoods from a uni- or biplanar chest X-ray image using a flow-based generative model.
    
  
    CoRR, 2021
    
  
KART: Privacy Leakage Framework of Language Models Pre-trained with Clinical Records.
    
  
    CoRR, 2021
    
  
Multichannel three-dimensional fully convolutional residual network-based focal liver lesion detection and classification in Gd-EOB-DTPA-enhanced MRI.
    
  
    Int. J. Comput. Assist. Radiol. Surg., 2021
    
  
Versatile anomaly detection method for medical images with semi-supervised flow-based generative models.
    
  
    Int. J. Comput. Assist. Radiol. Surg., 2021
    
  
Preliminary study of generalized semiautomatic segmentation for 3D voxel labeling of lesions based on deep learning.
    
  
    Int. J. Comput. Assist. Radiol. Surg., 2021
    
  
Adenocarcinoma in situ and minimally invasive adenocarcinoma in lungs of smokers: image feature differences from those in lungs of non-smokers.
    
  
    BMC Medical Imaging, 2021
    
  
Extremely imbalanced subarachnoid hemorrhage detection based on DenseNet-LSTM network with class-balanced loss and transfer learning.
    
  
    Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021
    
  
    Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021
    
  
  2020
Development of training environment for deep learning with medical images on supercomputer system based on asynchronous parallel Bayesian optimization.
    
  
    J. Supercomput., 2020
    
  
    CoRR, 2020
    
  
Anomaly detection in chest radiographs with a weakly supervised flow-based deep learning method.
    
  
    CoRR, 2020
    
  
Novel platform for development, training, and validation of computer-assisted detection/diagnosis software.
    
  
    Int. J. Comput. Assist. Radiol. Surg., 2020
    
  
  2019
Four-dimensional fully convolutional residual network-based liver segmentation in Gd-EOB-DTPA-enhanced MRI.
    
  
    Int. J. Comput. Assist. Radiol. Surg., 2019
    
  
HoTPiG: a novel graph-based 3-D image feature set and its applications to computer-assisted detection of cerebral aneurysms and lung nodules.
    
  
    Int. J. Comput. Assist. Radiol. Surg., 2019
    
  
  2018
A primitive study on unsupervised anomaly detection with an autoencoder in emergency head CT volumes.
    
  
    Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
    
  
Managing Computer-Assisted Detection System Based on Transfer Learning with Negative Transfer Inhibition.
    
  
    Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
    
  
  2014
Changes in cerebro-cerebellar interaction during response inhibition after performance improvement.
    
  
    NeuroImage, 2014
    
  
  2012
Repeatability of Measured Brain Volume by Atlas-Based Method Using T1-Weighted Image.
    
  
    J. Digit. Imaging, 2012
    
  
  2010
Differential temporo-parietal cortical networks that support relational and item-based recency judgments.
    
  
    NeuroImage, 2010
    
  
  2009
Structural and diffusional brain abnormality related to relatively low level alcohol consumption.
    
  
    NeuroImage, 2009
    
  
  2006
    Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
    
  
  2005
Association between lower P300 amplitude and smaller anterior cingulate cortex volume in patients with posttraumatic stress disorder: a study of victims of Tokyo subway sarin attack.
    
  
    NeuroImage, 2005
    
  
Building Statistical Atlas of White Matter Fiber Tract Based on Vector/Tensor Field Reconstruction in Diffusion Tensor MRI.
    
  
    Proceedings of the Advances in Visual Computing, First International Symposium, 2005
    
  
  2004
Abnormal association between reduced magnetic mismatch field to speech sounds and smaller left planum temporale volume in schizophrenia.
    
  
    NeuroImage, 2004
    
  
  1986
    IEEE Trans. Syst. Man Cybern., 1986