医学 AI

Entropy-based measure of rock sample heterogeneity derived from micro-CT images

Luan Coelho Vieira Silva, Júlio de Castro Vargas Fernandes, Felipe Belilaqua Foldes Guimarães, Pedro Henrique Braga Lisboa, Carlos Eduardo Menezes dos Anjos, Thais Fernandes de Matos, Marcelo Ramalho Albuquerque, Rodrigo Surmas, Alexandre Gonçalves Evsukoff

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV、eess.IV

Comments 26 pages, 11 figures

SelfFed: Self-Supervised Federated Learning for Data Heterogeneity and Label Scarcity in Medical Images

Sunder Ali Khowaja, Kapal Dev, Syed Muhammad Anwar, Marius George Linguraru

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV、cs.LG

Comments 22 pages, 10 figures, 2 tables

Journal ref Expert Systems with Applications, 2024

Multimodal MRI-Ultrasound AI for Prostate Cancer Detection Outperforms Radiologist MRI Interpretation: A Multi-Center Study

Hassan Jahanandish, Shengtian Sang, Cynthia Xinran Li, Sulaiman Vesal, Indrani Bhattacharya, Jeong Hoon Lee, Richard Fan, Geoffrey A. Sonna, Mirabela Rusu

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV、eess.IV

LSU-Net: Lightweight Automatic Organs Segmentation Network For Medical Images

Yujie Ding, Shenghua Teng, Zuoyong Li, Xiao Chen

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV、eess.IV

Comments 5 pages, 3 figures, 4 tables. Accepted at ICASSP 2025

Pathological MRI Segmentation by Synthetic Pathological Data Generation in Fetuses and Neonates

Misha P. T Kaandorp, Damola Agbelese, Hosna Asma-ull, Hyun-Gi Kim, Kelly Payette, Patrice Grehten, Gennari Antonio Giulio, Levente István Lánczi, Andras Jakab

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV、eess.IV

Comments 30 pages, 4 figures, 5 tables

Distillation-Driven Diffusion Model for Multi-Scale MRI Super-Resolution: Make 1.5T MRI Great Again

Zhe Wang, Yuhua Ru, Fabian Bauer, Aladine Chetouani, Fang Chen, Liping Zhang, Didier Hans, Rachid Jennane, Mohamed Jarraya, Yung Hsin Chen

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV、eess.IV

Task-based Regularization in Penalized Least-Squares for Binary Signal Detection Tasks in Medical Image Denoising

Wentao Chen, Tianming Xu, Weimin Zhou

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV、eess.IV

Comments SPIE Medical Imaging 2025

Visualization of Organ Movements Using Automatic Region Segmentation of Swallowing CT

Yukihiro Michiwaki, Takahiro Kikuchi, Takashi Ijiri, Yoko Inamoto, Hiroshi Moriya, Takumi Ogawa, Ryota Nakatani, Yuto Masaki, Yoshito Otake, Yoshinobu Sato

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV、eess.IV

Comments 8 pages, 5 figures, 1 table

A Hybrid Deep Learning CNN Model for Enhanced COVID-19 Detection from Computed Tomography (CT) Scan Images

Suresh Babu Nettur, Shanthi Karpurapu, Unnati Nettur, Likhit Sagar Gajja, Sravanthy Myneni, Akhil Dusi, Lalithya Posham

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV、eess.IV

Comments Corresponding authors: Shanthi Karpurapu (shanthi.karpurapu@gmail.com), Suresh Babu Nettur (nettursuresh@gmail.com) Shanthi Karpurapu and Suresh Babu Nettur are co-first authors

Efficient Knowledge Distillation of SAM for Medical Image Segmentation

Kunal Dasharath Patil, Gowthamaan Palani, Ganapathy Krishnamurthi

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV、eess.IV

Comments 5 pages, 3 figures

Revisiting CLIP: Efficient Alignment of 3D MRI and Tabular Data using Domain-Specific Foundation Models

Jakob Krogh Petersen, Valdemar Licht, Mads Nielsen, Asbjørn Munk

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV、cs.LG

Comments 10 pages, 2 figures. To be published in ISBI 2025

Synthetic CT image generation from CBCT: A Systematic Review

Alzahra Altalib, Scott McGregor, Chunhui Li, Alessandro Perelli

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV、eess.IV

Comments 21 pages, 14 Figures, Accepted in the IEEE Transactions on Radiation and Plasma Medical Sciences

Variational U-Net with Local Alignment for Joint Tumor Extraction and Registration (VALOR-Net) of Breast MRI Data Acquired at Two Different Field Strengths

Muhammad Shahkar Khan, Haider Ali, Laura Villazan Garcia, Noor Badshah, Siegfried Trattnig, Florian Schwarzhans, Ramona Woitek, Olgica Zaric

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV、eess.IV

A Learnt Half-Quadratic Splitting-Based Algorithm for Fast and High-Quality Industrial Cone-beam CT Reconstruction

Aniket Pramanik, Singanallur V. Venkatakrishnan, Obaidullah Rahman, Amirkoushyar Ziabari

专题命中 医学影像 ：CT(title,abstract)；分类 cs.LG、eess.IV

Robust Body Composition Analysis by Generating 3D CT Volumes from Limited 2D Slices

Lianrui Zuo, Xin Yu, Dingjie Su, Kaiwen Xu, Aravind R. Krishnan, Yihao Liu, Shunxing Bao, Fabien Maldonado, Luigi Ferrucci, Bennett A. Landman

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV、eess.IV

Beyond the Lungs: Extending the Field of View in Chest CT with Latent Diffusion Models

Lianrui Zuo, Kaiwen Xu, Dingjie Su, Xin Yu, Aravind R. Krishnan, Yihao Liu, Shunxing Bao, Thomas Li, Kim L. Sandler, Fabien Maldonado, Bennett A. Landman

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV、eess.IV

Treatment-aware Diffusion Probabilistic Model for Longitudinal MRI Generation and Diffuse Glioma Growth Prediction

Qinghui Liu, Elies Fuster-Garcia, Ivar Thokle Hovden, Bradley J MacIntosh, Edvard Grødem, Petter Brandal, Carles Lopez-Mateu, Donatas Sederevicius, Karoline Skogen, Till Schellhorn, Atle Bjørnerud, Kyrre Eeg Emblem

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV、eess.IV

Comments preprints in IEEE-TMI, 14 pages

RICAU-Net: Residual-block Inspired Coordinate Attention U-Net for Segmentation of Small and Sparse Calcium Lesions in Cardiac CT

Doyoung Park, Jinsoo Kim, Qi Chang, Shuang Leng, Liang Zhong, Lohendran Baskaran

专题命中 医学影像 ：CT(title)；diagnosis(abstract)；分类 cs.CV、eess.IV

Comments Accepted by IEEE ISBI 2025

Exploring Siamese Networks in Self-Supervised Fast MRI Reconstruction

Liyan Sun, Shaocong Yu, Chi Zhang, Xinghao Ding

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV、eess.IV

Detection of Vascular Leukoencephalopathy in CT Images

Z. Cernekova, V. Sisik, F. Jafari

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV、eess.IV

Journal ref Artificial Intelligence XLI. SGAI 2024. Lecture Notes in Computer Science, vol 15446. Springer, Cham (2025)

DX2CT: Diffusion Model for 3D CT Reconstruction from Bi or Mono-planar 2D X-ray(s)

Yun Su Jeong, Hye Bin Yoo, Il Yong Chun

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV、eess.IV

Challenge Summary U-MedSAM: Uncertainty-aware MedSAM for Medical Image Segmentation

Xin Wang, Xiaoyu Liu, Peng Huang, Pu Huang, Shu Hu, Hongtu Zhu

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV、eess.IV

Comments arXiv admin note: text overlap with arXiv:2405.17496

Domain-conditioned and Temporal-guided Diffusion Modeling for Accelerated Dynamic MRI Reconstruction

Liping Zhang, Iris Yuwen Zhou, Sydney B. Montesi, Li Feng, Fang Liu

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV、eess.IV

Comments 21 pages, 15 figures, 2 tables

Benchmarking Robustness of Contrastive Learning Models for Medical Image-Report Retrieval

Demetrio Deanda, Yuktha Priya Masupalli, Jeong Yang, Young Lee, Zechun Cao, Gongbo Liang

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV、cs.LG

Comments This work is accepted to AAAI 2025 Workshop -- the 9th International Workshop on Health Intelligence

Deep Distance Map Regression Network with Shape-aware Loss for Imbalanced Medical Image Segmentation

Huiyu Li, Xiabi Liu, Said Boumaraf, Xiaopeng Gong, Donghai Liao, Xiaohong Ma

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV、eess.IV

Comments Conference

Journal ref International Workshop on Machine Learning in Medical Imaging. Springer, Cham, 2020

A Distributed Hybrid Quantum Convolutional Neural Network for Medical Image Classification

Yangyang Li, Zhengya Qia, Yuelin Lia, Haorui Yanga, Ronghua Shanga, Licheng Jiaoa

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV、cs.LG

GLFC: Unified Global-Local Feature and Contrast Learning with Mamba-Enhanced UNet for Synthetic CT Generation from CBCT

Xianhao Zhou, Jianghao Wu, Huangxuan Zhao, Lei Chen, Shaoting Zhang, Guotai Wang

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV、eess.IV

Comments Accepted by ISBI2025

MRI Patterns of the Hippocampus and Amygdala for Predicting Stages of Alzheimer's Progression: A Minimal Feature Machine Learning Framework

Aswini Kumar Patra, Soraisham Elizabeth Devi, Tejashwini Gajurel

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV、cs.LG

Contrast-Free Myocardial Scar Segmentation in Cine MRI using Motion and Texture Fusion

Guang Yang, Jingkun Chen, Xicheng Sheng, Shan Yang, Xiahai Zhuang, Betty Raman, Lei Li, Vicente Grau

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV、eess.IV

Comments 5 pages, 2figs, 2tables

Improving the U-Net Configuration for Automated Delineation of Head and Neck Cancer on MRI

Andrei Iantsen

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV、eess.IV