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Employment (1)

Harada Academy: Kagoshima Shi, Kagoshima Ken, JP

2019-04-01 to present | Assistant Professor (Department of AI Research Lab)
Employment
Source: Self-asserted source
Daisuke Hirahara

Works (8)

Comprehensive Data Augmentation Approach Using WGAN-GP and UMAP for Enhancing Alzheimer’s Disease Diagnosis

Electronics
2024-09 | Journal article | Author
Contributors: Emi Yuda; Tomoki Ando; Itaru Kaneko; Yutaka Yoshida; Daisuke Hirahara
Source: check_circle
Multidisciplinary Digital Publishing Institute

Machine learning based evaluation of clinical and pretreatment 18F-FDG-PET/CT radiomic features to predict prognosis of cervical cancer patients

Abdominal Radiology
2021-11-25 | Journal article
Part of ISSN: 2366-004X
Part of ISSN: 2366-0058
Source: Self-asserted source
Daisuke Hirahara

Application of a Machine Learning Approach for the Analysis of Clinical and Radiomic Features of Pretreatment [<sup>18</sup>F]-FDG PET/CT to Predict Prognosis of Patients with Endometrial Cancer.

Molecular imaging and biology
2021-03-24 | Journal article
Source: Self-asserted source
Daisuke Hirahara

Application of a machine learning approach to characterization of liver function using <sup>99m</sup>Tc-GSA SPECT/CT.

Abdominal radiology (New York)
2021-03-06 | Journal article
Source: Self-asserted source
Daisuke Hirahara

Deep Learning for the Preoperative Diagnosis of Metastatic Cervical Lymph Nodes on Contrast-Enhanced Computed ToMography in Patients with Oral Squamous Cell Carcinoma

Cancers
2021-02 | Journal article | Author
Contributors: Hayato Tomita; Tsuneo Yamashiro; Joichi Heianna; Toshiyuki Nakasone; Tatsuaki Kobayashi; Sono Mishiro; Daisuke Hirahara; Eichi Takaya; Hidefumi Mimura; Sadayuki Murayama et al.
Source: check_circle
Multidisciplinary Digital Publishing Institute

Effects of data count and image scaling on Deep Learning training

PeerJ Computer Science
2020-11-16 | Journal article
Part of ISSN: 2376-5992
Source: Self-asserted source
Daisuke Hirahara

Fundamental study on preliminary image processing at time development of CNN using chest radiography

2019 IEEE 1st Global Conference on Life Sciences and Technologies (LifeTech)
2019-10-28 | Conference paper
Source: Self-asserted source
Daisuke Hirahara

Preliminary assessment for the development of CADe system for brain tumor in MRI images utilizing transfer learning in Xception model

2019 IEEE 8th Global Conference on Consumer Electronics (GCCE)
2019-10-17 | Conference paper
Source: Self-asserted source
Daisuke Hirahara

Peer review (5 reviews for 3 publications/grants)

Review activity for Abdominal radiology. (1)
Review activity for Journal of Imaging Informatics in Medicine. (2)
Review activity for Radiological physics and technology. (2)