Information and Systems-Medical Imaging(Date:2023/11/14)

Presentation
A Large-Scale Video Dataset of the Eyelid Opening Degree for Deep Regression-based PERCLOS Estimation

Ko Taniguchi(Univ. of Tsukuba),  Takahiro Noguchi(Univ. of Tsukuba),  Satoshi Iizuka(Univ. of Tsukuba),  Hiroyasu Ando(Univ. of Tsukuba),  Takashi Abe(Univ. of Tsukuba),  Kazuhiro Fukui(Univ. of Tsukuba),  

[Date]2023-11-14
[Paper #]MICT2023-26,MI2023-19
Brain Disease Classification Based on Brain MRI Images Using 3D-CNN

Daisuke Hayashi(Hitachi),  Akio Nagasaka(Hitachi),  Yuji Mochizuki(Hitachi),  Takayuki Hayashi(Hitachi),  Takefumi Ueno(NHO Hizen Psychiatric Center),  

[Date]2023-11-14
[Paper #]MICT2023-29,MI2023-22
Estimating the degree of coronary artery stenosis from non-contrast CT images using a 3D convolution model

Hiroki Shinoda(TUT),  Tetsuya Asakawa(TUT),  Kazuki Shimizu(Toyohashi Heart Center),  Takuya Togawa(Toyohashi Heart Center),  Kei Nomura(Toyohashi Heart Center),  Masaki Aono(TUT),  

[Date]2023-11-14
[Paper #]MICT2023-32,MI2023-25
A Study on How to Classify Paralytic Strabismus Based on Ocular Motility Photographs

Takeshi Noda(Kwansei Gakuin Univ.),  Koh Kakusho(Kwansei Gakuin Univ.),  Takeshi Okadome(Kwansei Gakuin Univ.),  Yoichi Okita(Hyogo Medical Univ.),  Akiko Kimura(Hyogo Medical Univ.),  Fumi Gomi(Hyogo Medical Univ.),  

[Date]2023-11-14
[Paper #]MICT2023-27,MI2023-20
Medical image diagnosis support system with image anonymization based on deep learning techniques

Katsuto Iwai(Toho Univ./AIST),  Ryuunosuke Kounosu(Toho Univ./AIST),  Hirokazu Nosato(AIST),  Yuu Nakajima(Toho Univ.),  

[Date]2023-11-14
[Paper #]MICT2023-30,MI2023-23
Construction of organ shape atlas by MeshVAE using hierarchical latent variables

Ryuichi Umehara(Kyoto University),  Mitsuhiro Nakamura(Kyoto University),  Megumi Nakao(Kyoto University),  

[Date]2023-11-14
[Paper #]MICT2023-33,MI2023-26
Facial Symmetry Analysis Based on Extraction of Lip Region from 4D Data

Narumi Kihara(KIT),  Namiko Kimura-Nomoto(Kagoshima Univ.),  Takako Okawachi(Kagoshima Univ.),  Guangxu Li(Tiangong Univ.),  Norifumi Nakamura(Kagoshima Univ.),  Tohru Kamiya(KIT),  

[Date]2023-11-14
[Paper #]MICT2023-25,MI2023-18
Pre-training without natural images for Cystoscopic AI Diagnosis of Bladder Cancer

Ryuunosuke Kounosu(AIST/Toho Univ.),  Wonjik Kim(AIST),  Atsushi Ikeda(Univ. of Tsukuba),  Hirokazu Nosato(AIST),  Yuu Nakajima(Toho Univ.),  

[Date]2023-11-14
[Paper #]MICT2023-34,MI2023-27
Generation of pseudo-CT images from phalanges CR images based on deep learning

Rensuke Ueno(SIT),  Takaharu Yamazaki(SIT),  Kazuaki Tanaka(Neomedical Corporation),  Keizo Fukumoto(Saitama Jikei Hospital),  

[Date]2023-11-14
[Paper #]MICT2023-35,MI2023-28
Arrhythmia Classification From Electrocardiogram by Gradient Boosting and Physician's Diagnosis-based algorithm.

Haruto Shirae(Okayama Univ.),  Nobuhiro Nishii(Okayama Univ.),  Hiroshi Morita(Okayama Univ.),  Ken'ichi Morooka(Kumamoto Univ.),  

[Date]2023-11-14
[Paper #]MICT2023-31,MI2023-24
[Short Paper] Choroid layer extraction for 3D OCT images using a deep learning network fusing CNN and Transformer

Shingo Tamachi(Chiba Univ.),  Takayuki Okamoto(Chiba Univ.),  Takehito Iwase(Chiba Univ.),  Yuto Kawamata(Chiba Univ.),  Hirotaka Yokouchi(Chiba Univ.),  Hideaki Haneishi(Chiba Univ.),  

[Date]2023-11-14
[Paper #]MICT2023-28,MI2023-21
Improving image quality of sparse-view micro-CT using Wasserstein GAN

Naoki Ikezawa(Chiba Univ.),  Takayuki Okamoto(Chiba Univ.),  Hideaki Haneishi(Chiba Univ.),  

[Date]2023-11-14
[Paper #]MICT2023-36,MI2023-29