IEICE Technical Report

Online edition: ISSN 2432-6380

Medical Imaging

Workshop Date : 2023-11-14 / Issue Date : 2023-11-07

MI2023-18
Facial Symmetry Analysis Based on Extraction of Lip Region from 4D Data
Narumi Kihara (KIT), Namiko Kimura-Nomoto, Takako Okawachi (Kagoshima Univ.), Guangxu Li (Tiangong Univ.), Norifumi Nakamura (Kagoshima Univ.), Tohru Kamiya (KIT)
pp. 1 - 4

MI2023-19
A Large-Scale Video Dataset of the Eyelid Opening Degree for Deep Regression-based PERCLOS Estimation
Ko Taniguchi, Takahiro Noguchi, Satoshi Iizuka, Hiroyasu Ando, Takashi Abe, Kazuhiro Fukui (Univ. of Tsukuba)
pp. 5 - 8

MI2023-20
A Study on How to Classify Paralytic Strabismus Based on Ocular Motility Photographs
Takeshi Noda, Koh Kakusho, Takeshi Okadome (Kwansei Gakuin Univ.), Yoichi Okita, Akiko Kimura, Fumi Gomi (Hyogo Medical Univ.)
pp. 9 - 12

MI2023-21
[Short Paper] Choroid layer extraction for 3D OCT images using a deep learning network fusing CNN and Transformer
Shingo Tamachi, Takayuki Okamoto, Takehito Iwase, Yuto Kawamata, Hirotaka Yokouchi, Hideaki Haneishi (Chiba Univ.)
pp. 13 - 14

MI2023-22
Brain Disease Classification Based on Brain MRI Images Using 3D-CNN
Daisuke Hayashi, Akio Nagasaka, Yuji Mochizuki, Takayuki Hayashi (Hitachi), Takefumi Ueno (NHO Hizen Psychiatric Center)
pp. 15 - 20

MI2023-23
Medical image diagnosis support system with image anonymization based on deep learning techniques
Katsuto Iwai, Ryuunosuke Kounosu (Toho Univ./AIST), Hirokazu Nosato (AIST), Yuu Nakajima (Toho Univ.)
pp. 21 - 24

MI2023-24
Arrhythmia Classification From Electrocardiogram by Gradient Boosting and Physician's Diagnosis-based algorithm.
Haruto Shirae, Nobuhiro Nishii, Hiroshi Morita (Okayama Univ.), Ken'ichi Morooka (Kumamoto Univ.)
pp. 25 - 28

MI2023-25
Estimating the degree of coronary artery stenosis from non-contrast CT images using a 3D convolution model -- Categorical approach --
Hiroki Shinoda, Tetsuya Asakawa (TUT), Kazuki Shimizu, Takuya Togawa, Kei Nomura (Toyohashi Heart Center), Masaki Aono (TUT)
pp. 29 - 32

MI2023-26
Construction of organ shape atlas by MeshVAE using hierarchical latent variables
Ryuichi Umehara, Mitsuhiro Nakamura, Megumi Nakao (Kyoto University)
pp. 33 - 36

MI2023-27
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.)
pp. 37 - 40

MI2023-28
Generation of pseudo-CT images from phalanges CR images based on deep learning -- Accuracy comparison using pix2pix and CycleGAN --
Rensuke Ueno, Takaharu Yamazaki (SIT), Kazuaki Tanaka (Neomedical Corporation), Keizo Fukumoto (Saitama Jikei Hospital)
pp. 41 - 44

MI2023-29
Improving image quality of sparse-view micro-CT using Wasserstein GAN
Naoki Ikezawa, Takayuki Okamoto, Hideaki Haneishi (Chiba Univ.)
pp. 45 - 47

Note: Each article is a technical report without peer review, and its polished version will be published elsewhere.

The Institute of Electronics, Information and Communication Engineers (IEICE), Japan