Conference Program

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Thursday, March 20th, 2025

12:00-
12:10
IFMIA2025 Opening Ceremony
Welcoming Speech by General Chair
@ Kagawa Internatinal Conference Hall
12:10-
13:00
IFMIA2025 Luncheon Seminar
Titel: ClariPi's AI journey for safer and clearer CT imaging, and towards imaging marker-based
predictive medicine”
Presenter: Dr. Jong Hyo Kim, CEO & CTO, ClariP
Chair: Prof. Seungryong Cho, Nuclear and Quantum Engineering, KAIST
@ Kagawa Internatinal Conference Hall
13:20-
15:10
IFMIA2025 Invited Lecture 1, 2
Chair: Hidetaka Hontani
@ Kagawa Internatinal Conference Hall
Lecuter 1 Title: TBD
Speaker: Prof. Jang-Hwan Choi, Ewha Womens University, Korea
Lecuter 2 Title: Applications and Challenges of Generative AI and Image Recognition Technology in Smart Healthcare
Speaker: Chuan-Yu,Chang, National Yunlin University of Science and Technology, Taiwan
15:10-
15:30
Break
15:30-
17:00
IFMIA2025 Poster-A
@ Sunport Small Hall 2
Poster# Paper# Author Presenter Institution Title
1 IF250066 Takaki Ojima Ritsumeikan University Computerized Attenuation Correction of Liver SPECT Images
with Extended 3D-pix2pix Model Using Common Latent Variables from Pre- and Post-Attenuation Correction
2 IF250006 Hideyuki Niwa Hosei University Image reconstruction of pinhole SPECT using 3D similarity-driven median regularization
3 IF250104 Hiroki Morichika Kobe City College of Technology Position Estimation and Classification of Femoral Trochanteric Fractures from X-ray Images Using YOLO
4 IF250087 Misa Honda Kindai University Amyloid image synthesis from FDG-PET using 2.5D training to ensure adequate number of training PET images while maintaining slice continuity
5 IF250013 Sung Ho Kang National Institute of Mathematical Science Conditional Diffusion Model with Human Feedback Loops: Shade Artifact Reduction in CBCT to MDCT Translation Task
6 IF250004 Tetsuya Yuasa Yamagata University Iterative method for metal-artifact reduction in synchrotron monochromatic x-ray computed tomography
7 IF250010 Ryoma Tsuchiya Juntendo University Proposal of a Simplified Generation Method on Virtual Cone-Beam Computed Tomography for Deep Learning
8 IF250049 Hiroyuki Seshimo University of Hyogo Cross-view segmentation of low-grade brain tumors with mutual attention in multimodal MRI
9 IF250112 Yuki Ichinoseki Tohoku University Graduate School of Medicine Examination of the performance of NODDI parameters inference by synthetic Q-space learning with two different noise models
10 IF250044 Kiwan Jeon National Institute for Mathematical Sciences A Multi-Domain Approach for Short-Scan Amyloid PET Image Restoration
11 IF250067 Shogo Watanabe National Cerebral and Cardiovascular Center The Relationship Between the Number of Training Data and Practical Model Performance for Intracerebral Hemorrhage Segmentation on Brain CT
12 IF250097 Syu-Jyun Peng Taipei Medical University Deep Learning-Based Automated Segmentation of Cerebral Cavernous Malformations: Development, Validation, and Clinical Integration
13 IF250077 Kazumi Murata Kanagawa Institute of Technology Efficient uncertainty estimation for low-dose CT image reconstruction
14 IF250053 Supatta Viriyavisuthisakul Panyapiwat Institute of Management Optimizing Fixed Window Settings for Classification of Ischemic Stroke in Noncontrast Cranial CT Images
15 IF250026 Subong Hyun Korea Advanced Institute of Science and Technology Plug-and-Play Diffusion Priors for Self-supervised Dual-Domain CT Metal Artifact Reduction
16 IF250113 Keisuke Izumitani Chiba University Deep image prior-based limited-angle CT reconstruction using only the measured sinogram
17 IF250062 Zijie Wang Kyoto University Construction of an Organ Shape Atlas Using a Hierarchical Mesh Variational Autoencoder
18 IF250093 Yoichi Furukawa Meijo University Neighbor-Aware Exploratory Vessel Segmentation
19 IF250123 Reiji Saito Meijo University Domain Generalization by Processing Only Frequency
Components with Domain Specific Information
20 IF250045 Seoyun Jang Korea Advanced Institute of Science and Technology Design and Evaluation of CZT-based Micro-activity Calibration System for TAT Application using GATE
21 IF250036 Emiko Yasuno Anan College Evaluation of Temperature Volume Histogram for Endodontics
using Electro-Magnetic Apical Treatment (EMAT)
22 IF250011 Takumi Okuma Hosei University Quantitative evaluation of scatter correction methods with deep learning in digital breast tomosynthesis
23 IF250075 Momoko Imakubo Sysmex Corporation Deep Learning-based Automated Detection of Urinary Mulberry Bodies using Imaging Flow Cytometry
24 IF250009 Masafumi Akanuma Juntendo University Prediction of Rehabilitation Outcomes in Early osteoarthritis
Using Deep Learning
25 IF250025 Shunsuke Fukutomi Nagoya Institute of Technology Accelerated MRI Reconstruction by Using Diffusion Model
26 IF250023 Hirokazu Takano Tohoku University Hospital, Niigata University Usefulness of GANs-based Iodine Map Images on Computed Tomography
27 IF250117 Qin An Nagoya University Use of Distance Map Weights for
Intestine segmentation from CT Volumes
28 IF250133 Tomoru Ito Hokkaido University of Science Consideration of Screening Protocols for the Prevention of Sports Injuries in academy players Using MRI
29 IF250070 Daisuke Shimao International University of Health and Welfare Development and Verification of a Hanging Type Laue Case Analyzer for Refraction-Contrast Pathological Imaging
30 IF250050 Ziyi Chen Osaka University Self-supervised 3D image Deburring for Lattice Light
Sheet Microscopy
31 IF250014 Yoshifumi Saijo Tohoku University Multiscale Photoacoustic Imaging ・from Nano-level Cell Imaging to Milli-level Vascular Imaging
32 IF250111 Ryuki Ono Tokushima University 3D micro structure analysis of COPD using synchrotron radiation CT
33 IF250051 Ju Heon Son Ewha Womans University Advanced Medical Data Compression via Optimal Fusion Distillation
34 IF250072 Xingyu Zhou Chiba University Multi-modal Evaluation on Diaphragm Respiration Motion for COPD Patients with MRI and 3D-CT Image
35 IF250124 Chuan-Yu Chang National Yunlin University of Science and Technology Latent Diffusion Model for Lung Nodule Detection and Synthesis in Chest X-Rays
36 IF250103 Koki Takamura Kyoto University CT-less attenuation correction method using cGAN for respiratory artifact reduction in FDG-PET
37 IF250061 Takuya Adachi Kyorin University Hospital Clinical usefulness of combined use of high-resolution CT and deep learning-based reconstruction in CT virtual bronchoscopy
38 IF250033 Yiming Jia University of Hyogo Pneumothorax Segmentation Using nnUNet with MedSAM Spatial Prior Contrast Adapter
39 IF250005 SUNG LING HU National Changhua University of Education Enhancing Medical Image Segmentation with a Lightweight Diff-UNet Model
40 IF250121 Yuta Hiratsuka Tokyo University of Agriculture and Technology Super-resolution of Chest CT Images using a Hybrid Attention Transformer
41 IF250057 Sun-Young Jeon Ewha Womans University Dual-Branch Framework for Low-Dose CT Denoising Enhancing Texture and Edge Preservation with Multi-Frame Learning
42 IF250056 Daisuke Matsumoto Jichi Medical University Efficient Region-Based Lymph Node Labeling in Chest CT Using Segment Anything Model 2
17:00-
17:20
Break
17:20-
18:50
IFMIA2025 Special Session
Advances in Oral and Maxillofacial AI

@Kagawa International Conference Hall
Chair: Takeshi Hara, Gifu University
Shintaro Sukegawa, Kagawa University Faculty of Medicine
Oral# Paper# Author Presenter Institution Title
1 IF250052 Akitoshi Katsumata Asahi University, School of dentistry Factors that affect AI analysis in dental panoramic radiography
2 IF250069 Manami Inoue Mie University Automatic Prediction of Medication-related Osteonecrosis Lesion Using Convolutional Neural Networks
3 IF250074 Chisako Muramatsu Shiga University Determination of Mandibular Cortical Index for Osteoporotic Risk on Dental Panoramic Images by Mix-Augmentation and Unlabeled Data
4 IF250118 Taehun Yi Yonsei University College of Dentistry Estimation of Gender and Age of the Patients through Resnet4 Using the Cephalometric X-ray
5 IF250122 Yuta Seino The University Osaka Dental Hospital Federated Learning for Efficient Intra-Oral Image Recognition in International Disaster Victim Identification
6 IF250134 Shintaro Sukegawa Kagawa University Faculty of Medicine Effective oral cytology deep learning classifier for annotation labels with diagnostic differences
19:00-
20:30
IIFMIA2025 Banquet
@ Sunport Small Hall 2

Friday, March 21st, 2025

10:00-
11:30
IFMIA2025 Poster-B
@ Sunport Small Hall 2
Poster# Paper# Author Presenter Institution Title
43 IF250063 Ryota Kuratomo Ritsumeikan University Anomaly Detection for PET Images Using PatchCore with Normalizing Flow and Learnable Positional Encoding
44 IF250019 Mitsuru Sato Gunma Prefectural College of Health Sciences Development of an Abnormality Detection System for Amyloid PET Imaging Authentication; Examination using AlexNet with a One-Class SVM
45 IF250129 Otoha Fujii Tokyo University of Agriculture and Technology Dementia Classification for Brain SPECT Volumes using Graph Neural Network and Transformer
46 IF250022 Takayoshi Terashita Kyorin University Hospital, Niigata University Creating Disparity Map of Angiographic Images Using Stereo Matching Technique
47 IF250043 Shota Ichikawa Niigata University Pixel-by-Pixel Quantification of Acute Ischemic Stroke in CT Perfusion Imaging using Fractal Analysis
48 IF250092 Takumi Yoshimura Nagasaki University Predicting Perfusion Features from T1-Weighted MR Images
of Salivary Gland Tumors
49 IF250128 Kei Saito Nagasaki University Region-of-Interest Segmentation in DCE-MR images for TIC Analysis of Salivary Gland Tumors
50 IF250109 Tsubasa Konno Tohoku University Data Augmentation for Accuracy Improvement of Retinal Layer Segmentation from OCT Images
51 IF250008 Jun-Il Yoo Inha University Hospital , Inha University College of Medicine MRI-Based Muscle Status Analysis: An AI-based Approach to Sarcopenia Assessment Using the UK Biobank
52 IF250048 Hayato Itoh Fukuoka University, Nagoya University Longitudinal analysis of the substantia nigra by nonnegative tensor decomposition
53 IF250007 Ryo Haraguchi University of Hyogo Left atrial blood pool extraction from non-closed boundaries using distance transformation
54 IF250015 Heeji Choi Artificial Intelligence Research Center/Chuncheon Sacred Heart Hospital,/Hallym University College of Medicine Deep learning-based ultrasound image analysis for dysphagia severity classification
55 IF250059 Mizuki Makita Ritsumeikan University Anomaly Detection for 12-lead ECGs
Using LSTM Autoencoder with Attention Mechanisms
56 IF250132 Hirohisa Oda University of Shizuoka Pilot Study of a Self-Supervised Model for General Images in Domain Adaptation for Cardiac Segmentation
57 IF250119 Kazuki Suehara Nara Institute of Science and Technology Bone Density and Muscle Mass Estimation for a Low-Dose Diagnostic X-ray Imaging System (EOS Imaging System) Using Fine-Tuning of GANs
58 IF250110 Hsuan-Ting Chang National Yunlin University of Science and Technology Early-Stage Gastric Cancer Detection in Endoscopy NBI images by Using Vessel Edge Density and Local Ternary Pattern Features in SVM
59 IF250099 Niran Nataraj The University of Tokyo Precision via Segmentation: A Framework for Bleeding Source Localization in Minimally Invasive Surgery
60 IF250037 Da-in Choi Korea Advanced Institute of Science and Technology Metal artifact reduction in dental CBCT via latent diffusion model
61 IF250027 Hyoung Suk Park National Institute for Mathematical Sciences Implicit Neural Representation-based Metal-induce Artifact Correction in 3D Dental CBCT
62 IF250064 Ichi Hasegawa Mie University Dental Arch Extraction and Head Posture Correction for the Panoramic X-ray Image Reconstruction
63 IF250100 Misaki Shono Tokushima University Automatic detection of coronary artery and aortic
Calcification by CT image analysis using 3D U-Net
64 IF250080 DONGSU LEE Yonsei University College of Dentistry,Oral Science Research Center Evaluation of 3D Printed Access Opening Guide (AOG-3DP) Using Dental Phantom Model: A Comparative Study
65 IF250079 Jinwoo Kim Ewha Womans University CLIP-based Intraoral View Prediction Using Conditional GANs
66 IF250024 Ryoichi Koga Nagoya Institute of Technology Generation of Counterfactual Pathology Images of Malignant Lymphoma using Diffusion Models
67 IF250096 Chiao-Min Chen National Changhua University of Education Risk and Specimen Type Classification of Low-resolution Whole-slide Thumbnail Images with Hierarchical Deep Learning Framework
68 IF250032 Jiro Onoki Nagoya Institute of Technology Construction of a Pathology Image Classifier with Quantifiable Uncertainty Evaluation for Cancer Diagnosis Assistance
69 IF250107 Natsu Uwai Nara Institute of Science and Technology Analysis of cortical and trabecular bone density of the proximal femur by age and sex using a large CT database
70 IF250058 Hiroki Tobise Nagoya Institute of Technology Anomaly Detection from Lung CT Images using Diffusion models with Simplex Noise and Progressive Mask Refinement
71 IF250060 Takashi Nishikawa Ritsumeikan University Anomaly Detection for Lung CT Images Using Masked Autoencoder with Vision Transformer
72 IF250127 Jemyoung Lee Seoul National University , ClariPi Research Trabecular Bone Porosity Index: Beyond the Limitations of CT-Based Bone Density Assessment with Voxel Density Mapping
73 IF250020 Tetsuo Sato Gunma Prefectural College of Health Sciences /Nara Institute of Science and Technology Optimizing Lung Nodule Detection in 3D CNN Models Through Negative Sample Reduction and Advanced Data Augmentation Techniques
74 IF250089 Takeshi Yatsuzuka KONICA MINOLTA, INC. Improving Pneumothorax Detection Quality in X-ray Images through Deep Learning with Adjusted Severity Distribution within Batches
75 IF250101 Akiko Watanabe Kyoto University CBCT Reconstruction from incomplete projection data:
estimation of defective parts using Generative Image Transformer
76 IF250030 Joonil Hwang KAIST Enhancing Segmentation Accuracy in Prostate Cancer Adaptive Radiation Therapy Using the Intentional Deep Overfit Learning (IDOL) Framework
77 IF250126 Jemyoung Lee Seoul National University, ClariPi Research Generative Scoliosis CT: Enhancing Spine Segmentation Accuracy in Scoliosis Patients
78 IF250039 Chanyoung Oh KAIST Domain Adaptation for Robust Chest X-ray Classification in Mobile Imaging Environments
79 IF250029 Wenlin Li Institute of Science Tokyo Dual-Branch Deep Learning-Based Classification of Fluorescence Images from “click-to-sense” assay for Intraoperative Diagnosis
11:30-
13:00
Lunch Break
Lunch boxes will be provided to all participants.
13:00-
13:50
IFMIA2025 Invited Lecture 3
Chair: Ryo Haraguchi, Professor, Graduate School of Information Science, University of Hyogo
@ Kagawa Internatinal Conference Hall
Lecuter 3 Title: Label Efficient Learning in Biomedical Image Analysis
Speaker: Prof. Ryoma Bise/Department of Advanced Information Technology Faculty of Information Science and Electrical Engineering, Kyushu University
13:50-
14:10
Break
14:10-
15:40
IFMIA2025 Poster-C
@ Sunport Small Hall 2
Poster# Paper# Author Presenter Institution Title
80 IF250098 Md Ashraful Alam The University of Tokyo Integration of PET-derived metrics and machine learning algorithms for predicting liver abnormalities
81 IF250102 Hinako Noguchi Kindai University Visualization of Embedded Information on Psychological Diseases in AMPA Receptor PET Using UMAP with Modified Manifold Structure with Diseases Labels
82 IF250125 Hirotaka Wakao Tokyo University of Agriculture and Technology Improvement in Dementia Classification Accuracy of Brain SPECT Volumes by combining Different Brain Structures
83 IF250078 Toyohiro Maki Nagoya Institute of Technology Pial Surface based Electric Field Regression with Graph Neural Networks for Transcranial Magnetic Stimulation
84 IF250105 Akihiro Miura Nara Institute of Science Estimation of Swallowing and Chewing-Related Anatomical Structures from Head Surface Using Statistical Shape Model with Linear and Nonlinear Regression Methods
85 IF250031 Rintaro Miyazaki Nagoya University Modeling of Fat Tissue Using Textured Transparent Particles for Laparoscopic Surgery Simulations
86 IF250114 Narumi Kihara Kyushu Institute of Technology Segmentation of Facial Parts from 3D Point Cloud Using Point Transformer V3 Trained with Synthetic Data
87 IF250090 Keisuke Tsukagawa Kobe University Prediction of Tumor Growth Using MRI and Cellular Automaton Models Considering Tumor Characteristics
88 IF250068 So Hyeon Lee Gachon University AI Techniques for Stenosis Detection and Presence Analysis in MRI: Focus on Central and Lateral Stenosis Regions
89 IF250094 Zhe Wu Nagasaki University Knowledge Distillation from Medical Foundation Model for Guiding Discriminative Feature Extraction
90 IF250131 Atsushi Teramoto Meijo University Bi-Directional Generation Between Images and Their Finding in Lung Cytological Images
91 IF250016 Inyeop Jeon Artificial Intelligence Research Center/Chuncheon Sacred Heart Hospital,/Hallym University College of Medicine Leveraging natural language processing to classify patient with loss of consciousness in electronic medical records
92 IF250120 Naoki KUBO Tokyo University of Agriculture and Technology Classification of Skin Diseases using a Vision Language Model
93 IF250082 Ahmed ELBoardy University of Hyogo Performance Assessment of Open-Source Large Language Models in
Brain Cancer Radiology Report Generation from MRI Screenings
94 IF250073 Jun Young Park GAIHST Multimodal AI-Based Report Generation Using X-ray, CT Images, and Metadata for Pediatric Abdominal Mass
95 IF250081 Keita Takeda Nagasaki University Do medical VLMs discover discriminative features in multi-modal medical images?
96 IF250018 Nao Imaizumi Gunma Prefectural College of Health Sciences Development of a Retrieval-Augmented Generation-Based Conversational AI System for Addressing Patient Inquiries in Nuclear Medicine; Preliminary study
97 IF250042 Gihyeon Kim Ewha Womans University Language and Attention-based Models Enable Advanced Prediction of Peptide-HLA binding
98 IF250047 joonhyeok yoon Seoul National University Clinical dementia rating classification using vision-language multimodal
99 IF250095 Kanata Watanabe Meijo University Caption Generation of Gastric Lesions in Endoscopic Images Using BLIP
100 IF250083 Chuanyu Qi Nagoya University RLHF-based Q&A Pairs generation from Finding Texts of Abdominal CT images for Fine-Tuning of Medical Large Multimodal Models
101 IF250116 Akari Kadono Tokyo University of Agriculture and Technology Diagnostic Support for Axial Spondyloarthritis on MRI Images Using a Vision Language Model
102 IF250130 Yui Sasaki Tokyo University of Agriculture and Technology Vision Language Model for Diagnostic Support of PET-CT Images
103 IF250088 Shota Kawakami Nagoya University Machine Learning for Classifying and Generating Videos of Pathological Image Observation Process
104 IF250085 Kazuho Iida Nagasaki University Detection and Classification of Ciliary Cross-Sectional Ultrastructure in Electron Microscopy for PCD Diagnosis
105 IF250035 Takuya Tajima Tokyo City University Investigation of the relationship between the size and outflow of drugs in AAA
106 IF250091 Takumi Ishibashi Nagasaki University Feature Learning for Scoring Ultrasound Images in Sjören's Syndrome
107 IF250038 Yukihiro Nomura Chiba University Preliminary study of computer?aided diagnosis for laryngopharyngeal reflux in laryngeal endoscopy using deep learning
108 IF250028 Izumi Ogura Nara Institute of Science and Technology , Shiga University Preliminary Study on Quantitative Analysis of Pharyngeal Contraction in Swallowing 4-dimensional Computed Tomography
109 IF250021 YongCheol Mo Artificial Intelligence Research Center/Chuncheon Sacred Heart Hospital,/Hallym University College of Medicine Developing a diagnostic model for ischemic stroke using MRA imaging and clinical features
110 IF250076 Anton Schwarz Kyushu University, Heidelberg University Stratification of Prostate Cancer Patients into High?grade and Low?grade Patients Using Fractal Dimension Analysis of Histological Images
111 IF250086 Mikiya Hisamatsu Aichi Institute of Technology Development of a simulator for panorama vision system
112 IF250071 Supanuch Patipipittana Chulalongkorn University Head-to-Head Comparison of Handcrafted and Deep Learning-based Radiomics in Tumor Prognostic Prediction: A Preliminary Result in Nasopharyngeal Cancer
113 IF250115 Kana Hirose Tokyo University Classification of Photographic Skin Images of Connective Tissue Diseases based on Similarities between Diseases
114 IF250084 Shunya Mutsuda Kanazawa Institute of Technology Pathological Image Analysis Technology that Creates High-Resolution Annotations to Support AI-Assisted Diagnosis
115 IF250065 Daisuke Watanabe Nara Institute of Science and Technology Measurement of Pelvic Tilt Angles from a Single Plain Radiograph using Dual-Face Depth-Map Estimation
116 IF250108 Koki Muranaka Kindai University Preliminary study of computer-aided detection system development by automatic lesion annotation from weak teacher data
117 IF250017 Manami Umezu Niigata Cancer Center Hospital, Niigata University Use of artificial intelligence for prediction of breast cancer recurrence from preoperative contrast-enhanced CT and clinical information
118 IF250055 Yunhao Cui Kyushu University Features related to three-dimensional consolidation-tumor ratios aid in categorizing solid, partially solid, and pure ground-glass pulmonary nodules
119 IF250041 MD. ANAS ALI University of Hyogo Deep Learning for Early BPD Prediction Using Neonatal Chest X-Ray
120 IF250040 Kenji Yoshitsugu University of Hyogo Improving the Evaluation Metrics for Mammography Benign/Malignant Classification with Consideration of Regions of Interest
121 IF250054 Xiaozhi MA School of Information Sequence Contrastive Visual Representation for Identifying the Pathogenesis of Acute Coronary Syndromes using Coronary Angiography
122 IF250012 Yoshiki Kawata Tokushima University Computer-aided segmentation of thoracic lymph nodes: annotation with distance transform maps in contrast-enhanced CT images
123 IF250034 Kazuma Honda Hirosaki University PET texture analysis with spherical heterogeneous phantoms
124 IF250106 Karen Mochizuki Kindai University Outcome prediction of extracorporeal shock wave lithotripsy with radiomics features classifier trained by supervised contrastive learning
125 IF250046 Kamollak Teekawong Chulalongkorn University Enhancing Radiomics-based Overall Survival Prediction in Nasopharyngeal Carcinoma Using Ki-67 Biomarker
15:40-
16:00
Break
16:00-
17:30
IFMIA2025 Deep Discussion
Discussant: Tomoya SAKAI, Dr. Eng., Associate Professor, Nagasaki University
@ Kagawa Internatinal Conference Hall
17:30-
17:40
IFMIA2025 Closing Ceremony
@ Kagawa Internatinal Conference Hall
  • wivern
  • canon
  • konicaminolta
  • sysmex
  • GE HealthCare

Secretariat of IFMIA 2025

May project, Inc.
Onda Building 6F, 1-1-22, Nihonbashi-Ningyocho, Chuo-ku, Tokyo, 103-0013, Japan
Email: ifmia2025@may-pro.net