医学 AI

Magnetic Force Microscopy Characterization of Superparamagnetic Iron Oxide Nanoparticles (SPIONs)

Gustavo Cordova, Simon Attwood, Ravi Gaikwad, Frank Gu, Zoya Leonenko

专题命中 病理影像 ：MRI(abstract)；biomedical(abstract)

Diffusion-Weighted MR imaging: Clinical applications of kurtosis analysis to prostate cancer

Andrea Barucci, Roberto Carpi, Marco Esposito, Maristella Olmastroni, Giovanna Zatelli

专题命中 病理影像 ：MRI(abstract)；pathology(abstract)

Journal ref IFAC-TSRR vol. 8 (2016) 67-78

Go-Smart: Web-based Computational Modeling of Minimally Invasive Cancer Treatments

Phil Weir, Dominic Reuter, Roland Ellerweg, Tuomas Alhonnoro, Mika Pollari, Philip Voglreiter, Panchatcharam Mariappan, Ronan Flanagan, Chang Sub Park, Stephen Payne, Elmar Staerk, Peter Voigt, Michael Moche, Marina Kolesnik

专题命中 病理影像 ：MRI(abstract)；CT(abstract)

Comments 4 pages, 3 figures, submitted to the IEEE International Conference on e-Health and Bioengineering (EHB2015) [replaced to inc. IEEE copyright, as req. for arXiv by IEEE]

Metabolizable Bi2Se3 Nanoplates: Biodistribution, Toxicity, and Uses for Cancer Radiation Therapy and Imaging

Xiao-Dong Zhang, Jie Chen, Yuho Min, Gyeong Bae Park, Xiu Shen, Sha-Sha Song, Yuan-Ming Sun, Hao Wang, Wei Long, Jianping Xie, Kai Gao, Lianfeng Zhang, Saijun Fan, Feiyue Fan, Unyong Jeong

专题命中 病理影像 ：CT(abstract)；biomedical(abstract)

Comments 32 pages, 12 figures. Advanced Functional Materials, 2014

Wavelet feature extraction and genetic algorithm for biomarker detection in colorectal cancer data

Yihui Liu, Uwe Aickelin, Jan Feyereisl, Lindy G. Durrant

专题命中 病理影像 ：diagnosis(abstract)；biomedical(abstract)

Journal ref Knowledge-Based Systems 37, 502-514, 2013

Probabilistic prediction of neurological disorders with a statistical assessment of neuroimaging data modalities

M. Filippone, A. F. Marquand, C. R. V. Blain, S. C. R. Williams, J. Mourão-Miranda, M. Girolami

专题命中 病理影像 ：clinical AI(abstract)；pathology(abstract)

Comments Published in at http://dx.doi.org/10.1214/12-AOAS562 the Annals of Applied Statistics (http://www.imstat.org/aoas/) by the Institute of Mathematical Statistics (http://www.imstat.org)

Journal ref Annals of Applied Statistics 2012, Vol. 6, No. 4, 1883-1905

Gigapixel microscopy using a flatbed scanner

Guoan Zheng, Xiaoze Ou, Changhuei Yang

专题命中 病理影像 ：pathology(abstract)；biomedical(abstract)

RACR-MIL: Rank-aware contextual reasoning for weakly supervised grading of squamous cell carcinoma using whole slide images

RACR-MIL：基于排序感知上下文推理的全切片图像弱监督鳞状细胞癌分级方法

Anirudh Choudhary, Mosbah Aouad, Krishnakant Saboo, Angelina Hwang, Jacob Kechter, Blake Bordeaux, Puneet Bhullar, David DiCaudo, Steven Nelson, Nneka Comfere, Emma Johnson, Olayemi Sokumbi, Jason Sluzevich, Leah Swanson, Dennis Murphree, Aaron Mangold, Ravishankar Iyer

专题命中 病理影像 ：diagnosis(abstract)；分类 cs.CV、cs.LG；medical image(comments)

AI总结 该研究提出RACR-MIL框架，通过混合WSI图与注意力排序约束实现多解剖部位SCC弱监督分级，性能优于现有方法，可提升病理分级效率，具备临床应用潜力。

Comments Accepted to Medical Image Analysis

Breast Cancer VLMs: Clinically Practical Vision-Language Train-Inference Models

Shunjie-Fabian Zheng, Hyeonjun Lee, Thijs Kooi, Ali Diba

机构 * Department of Medicine I, LMU University Hospital, LMU Munich, Germany（慕尼黑大学医学院第一医学部，LMU慕尼黑大学医院） ； Lunit Inc.（Lunit公司） 纠错

专题命中 病理影像 ：diagnosis(abstract,comments)；分类 cs.CV、cs.LG

Comments Accepted to Computer Vision for Automated Medical Diagnosis (CVAMD) Workshop at ICCV 2025

Transformer-Based Explainable Deep Learning for Breast Cancer Detection in Mammography: The MammoFormer Framework

Ojonugwa Oluwafemi Ejiga Peter, Daniel Emakporuena, Bamidele Dayo Tunde, Maryam Abdulkarim, Abdullahi Bn Umar

专题命中 病理影像 ：medical image(abstract)；分类 cs.CV、eess.IV；biomedical(journal_ref)

Journal ref Proc. SPIE 13410, Medical Imaging 2025: Clinical and Biomedical Imaging, 1341024 (2 April 2025)

Measuring and Predicting Where and When Pathologists Focus their Visual Attention while Grading Whole Slide Images of Cancer

Souradeep Chakraborty, Ruoyu Xue, Rajarsi Gupta, Oksana Yaskiv, Constantin Friedman, Natallia Sheuka, Dana Perez, Paul Friedman, Won-Tak Choi, Waqas Mahmud, Beatrice Knudsen, Gregory Zelinsky, Joel Saltz, Dimitris Samaras

机构 * Department of Computer Science（计算机科学系） ； Department of Biomedical Informatics（生物医学信息学系） ； Department of Psychology（心理学系） ； Department of Pathology and Laboratory Medicine（病理学与实验室医学系） ； Department of Pathology（病理学系） 纠错

专题命中 病理影像 ：pathology(abstract)；分类 cs.CV、eess.IV；medical image(comments)

Comments Accepted to Medical Image Analysis (MEDIA), Elsevier, 2025. This is the accepted manuscript version; the final published article link will be updated when available

Evaluating Deep Learning Models for Breast Cancer Classification: A Comparative Study

Sania Eskandari, Ali Eslamian, Nusrat Munia, Amjad Alqarni, Qiang Cheng

机构 * University of Kentucky（肯塔基大学） ； Institute for Biomedical Informatics（生物医学信息学研究所） 纠错

专题命中 病理影像 ：diagnosis(abstract)；分类 cs.CV、eess.IV；pathology(journal_ref)

Comments 4 pages, 2 figures, 2 tables

Journal ref In Medical Imaging 2025: Digital and Computational Pathology (Vol. 13413, pp. 289-294). SPIE

Z-Stack Scanning can Improve AI Detection of Mitosis: A Case Study of Meningiomas

Hongyan Gu, Ellie Onstott, Wenzhong Yan, Tengyou Xu, Ruolin Wang, Zida Wu, Xiang 'Anthony' Chen, Mohammad Haeri

专题命中 病理影像 ：pathology(abstract)；分类 cs.CV、eess.IV；biomedical(comments)

Comments To appear 2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)

Stain-Invariant Representation for Tissue Classification in Histology Images

Manahil Raza, Saad Bashir, Talha Qaiser, Nasir Rajpoot

专题命中 病理影像 ：pathology(abstract)；分类 cs.CV、cs.LG；medical image(journal_ref)

Journal ref In 27th Conference on Medical Image Understanding and Analysis 2023 (p. 242)

Analysis and Validation of Image Search Engines in Histopathology

Isaiah Lahr, Saghir Alfasly, Peyman Nejat, Jibran Khan, Luke Kottom, Vaishnavi Kumbhar, Areej Alsaafin, Abubakr Shafique, Sobhan Hemati, Ghazal Alabtah, Nneka Comfere, Dennis Murphee, Aaron Mangold, Saba Yasir, Chady Meroueh, Lisa Boardman, Vijay H. Shah, Joaquin J. Garcia, H. R. Tizhoosh

专题命中 病理影像 ：diagnosis(abstract)；分类 cs.CV、eess.IV；biomedical(journal_ref)

Journal ref IEEE Reviews in Biomedical Engineering, 2024

Integrating Preprocessing Methods and Convolutional Neural Networks for Effective Tumor Detection in Medical Imaging

Ha Anh Vu

专题命中 病理影像 ：medical image(abstract)；分类 cs.CV、eess.IV；MRI(comments)

Comments 5 pages, 5 figures, utilizing convolutional neural networks and preprocessing methods for tumor detection in MRI images, featuring a detailed methodology section on image preprocessing, segmentation, and model training, with a comprehensive evaluation of model performance on the Figshare dataset using IEEE template

A Spatiotemporal Illumination Model for 3D Image Fusion in Optical Coherence Tomography

Stefan Ploner, Jungeun Won, Julia Schottenhamml, Jessica Girgis, Kenneth Lam, Nadia Waheed, James Fujimoto, Andreas Maier

专题命中 病理影像 ：pathology(abstract)；分类 cs.CV、eess.IV；biomedical(comments)

Comments Presented orally & as poster on 20th April 2023 at the IEEE International Symposium on Biomedical Imaging (ISBI) in Cartagena, Colombia. 6 pages, 3 figures. You can find the official version with broken equations and bad contrast figures under https://ieeexplore.ieee.org/document/10230526

Unleashing the Infinity Power of Geometry: A Novel Geometry-Aware Transformer (GOAT) for Whole Slide Histopathology Image Analysis

Mingxin Liu, Yunzan Liu, Pengbo Xu, Jiquan Ma

专题命中 病理影像 ：diagnosis(abstract)；分类 cs.CV、eess.IV；biomedical(comments)

Comments 5 pages, 3 figures. Accepted by 21st IEEE International Symposium on Biomedical Imaging (ISBI 2024)

AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images

Pei Liu, Luping Ji, Feng Ye, Bo Fu

专题命中 病理影像 ：pathology(abstract)；分类 cs.CV、eess.IV；medical image(journal_ref)

Comments 15 pages, 10 figures, 8 tables

Journal ref Medical Image Analysis, 103020 (2023)

LESS: Label-efficient Multi-scale Learning for Cytological Whole Slide Image Screening

Beidi Zhao, Wenlong Deng, Zi Han, Li, Chen Zhou, Zuhua Gao, Gang Wang, Xiaoxiao Li

专题命中 病理影像 ：pathology(abstract)；分类 cs.CV、eess.IV；medical image(comments)

Comments This paper was submitted to Medical Image Analysis. It is under review

Quantifying Topology In Pancreatic Tubular Networks From Live Imaging 3D Microscopy

Kasra Arnavaz, Oswin Krause, Kilian Zepf, Jelena M. Krivokapic, Silja Heilmann, Jakob Andreas Bærentzen, Pia Nyeng, Aasa Feragen

专题命中 病理影像 ：biomedical(abstract,comments)；分类 cs.CV、cs.LG

Comments Accepted for publication at the Journal of Machine Learning for Biomedical Imaging (MELBA) https://www.melba-journal.org/papers/2022:015.html"

Histopathological Image Classification based on Self-Supervised Vision Transformer and Weak Labels

Ahmet Gokberk Gul, Oezdemir Cetin, Christoph Reich, Tim Prangemeier, Nadine Flinner, Heinz Koeppl

专题命中 病理影像 ：diagnosis(abstract)；分类 cs.CV、cs.LG；pathology(journal_ref)

Journal ref Proc. SPIE 12039, Medical Imaging 2022: Digital and Computational Pathology, 120391O (4 April 2022)

A Deep Learning Study on Osteosarcoma Detection from Histological Images

D M Anisuzzaman, Hosein Barzekar, Ling Tong, Jake Luo, Zeyun Yu

专题命中 病理影像 ：diagnosis(abstract)；分类 cs.CV、eess.IV；biomedical(journal_ref)

Journal ref Biomedical Signal Processing and Control 69 (2021): 102931

Convolutional Neural Network Denoising in Fluorescence Lifetime Imaging Microscopy (FLIM)

Varun Mannam, Yide Zhang, Xiaotong Yuan, Takashi Hato, Pierre C. Dagher, Evan L. Nichols, Cody J. Smith, Kenneth W. Dunn, Scott Howard

专题命中 病理影像 ：biomedical(abstract,comments)；分类 cs.CV、eess.IV

Comments SPIE Proceedings Volume 11648, Multiphoton Microscopy in the Biomedical Sciences XXI; 116481C (2021)

Controlling False Positive/Negative Rates for Deep-Learning-Based Prostate Cancer Detection on Multiparametric MR images

Zhe Min, Fernando J. Bianco, Qianye Yang, Rachael Rodell, Wen Yan, Dean Barratt, Yipeng Hu

专题命中 病理影像 ：diagnosis(abstract)；分类 cs.CV、eess.IV；medical image(comments)

Comments Accepted by 25th UK Conference on Medical Image Understanding and Analysis(MIUA 2021)

Cell abundance aware deep learning for cell detection on highly imbalanced pathological data

Yeman Brhane Hagos, Catherine SY Lecat, Dominic Patel, Lydia Lee, Thien-An Tran, Manuel Rodriguez- Justo, Kwee Yong, Yinyin Yuan

专题命中 病理影像 ：pathology(abstract)；分类 cs.CV、eess.IV；biomedical(comments)

Comments Accepted at The IEEE International Symposium on Biomedical Imaging (ISBI) 2021, 5 pages, 5 figures

Gastric histopathology image segmentation using a hierarchical conditional random field

Changhao Sun, Chen Li, Jinghua Zhang, Muhammad Rahaman, Shiliang Ai, Hao Chen, Frank Kulwa, Yixin Li, Xiaoyan Li, Tao Jiang

专题命中 病理影像 ：diagnosis(abstract)；分类 cs.CV、cs.LG；biomedical(journal_ref)

Journal ref Biocybernetics and Biomedical Engineering, 2020, 40(4): 1535-1555

Virtual staining for mitosis detection in Breast Histopathology

Caner Mercan, Germonda Reijnen-Mooij, David Tellez Martin, Johannes Lotz, Nick Weiss, Marcel van Gerven, Francesco Ciompi

专题命中 病理影像 ：diagnosis(abstract)；分类 cs.CV、eess.IV；biomedical(comments)

Comments 5 pages, 4 figures. Accepted for publication at the IEEE International Symposium on Biomedical Imaging (ISBI), 2020

Patch Clustering for Representation of Histopathology Images

Wafa Chenni, Habib Herbi, Morteza Babaie, H. R. Tizhoosh

专题命中 病理影像 ：medical image(abstract)；分类 cs.CV、eess.IV；pathology(comments)

Comments Accepted for publication in the 15th European Congress on Digital Pathology (ECDP 2019), University of Warwick, UK

Deep Features for Tissue-Fold Detection in Histopathology Images

Morteza Babaie, H. R. Tizhoosh

专题命中 病理影像 ：diagnosis(abstract)；分类 cs.CV、eess.IV；pathology(comments)

Comments Accepted for publication in the 15th European Congress on Digital Pathology (ECDP 2019), University of Warwick, UK