医学 AI

Text-Driven Tumor Synthesis

Xinran Li, Yi Shuai, Chen Liu, Qi Chen, Qilong Wu, Pengfei Guo, Dong Yang, Can Zhao, Pedro R. A. S. Bassi, Daguang Xu, Kang Wang, Yang Yang, Alan Yuille, Zongwei Zhou

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

Machine learning approach to brain tumor detection and classification

Alice Oh, Inyoung Noh, Jian Choo, Jihoo Lee, Justin Park, Kate Hwang, Sanghyeon Kim, Soo Min Oh

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

Comments 7 pages, 2 figures, 2 tables

AI generated annotations for Breast, Brain, Liver, Lungs and Prostate cancer collections in National Cancer Institute Imaging Data Commons

Gowtham Krishnan Murugesan, Diana McCrumb, Rahul Soni, Jithendra Kumar, Leonard Nuernberg, Linmin Pei, Ulrike Wagner, Sutton Granger, Andrey Y. Fedorov, Stephen Moore, Jeff Van Oss

专题命中 病理影像 ：MRI(abstract)；CT(abstract)；radiology(abstract)；分类 cs.CV、eess.IV

CC-DCNet: Dynamic Convolutional Neural Network with Contrastive Constraints for Identifying Lung Cancer Subtypes on Multi-modality Images

Yuan Jin, Gege Ma, Geng Chen, Tianling Lyu, Jan Egger, Junhui Lyu, Shaoting Zhang, Wentao Zhu

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

A self-supervised framework for learning whole slide representations

Xinhai Hou, Cheng Jiang, Akhil Kondepudi, Yiwei Lyu, Asadur Chowdury, Honglak Lee, Todd C. Hollon

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

Comments 26 pages, 11 figures

HoverFast: an accurate, high-throughput, clinically deployable nuclear segmentation tool for brightfield digital pathology images

Petros Liakopoulos, Julien Massonnet, Jonatan Bonjour, Medya Tekes Mizrakli, Simon Graham, Michel A. Cuendet, Amanda H. Seipel, Olivier Michielin, Doron Merkler, Andrew Janowczyk

专题命中 病理影像 ：pathology(title,abstract)；分类 q-bio

Comments 9 pages, 3 figures, 1 appendix

3DGAUnet: 3D generative adversarial networks with a 3D U-Net based generator to achieve the accurate and effective synthesis of clinical tumor image data for pancreatic cancer

Yu Shi, Hannah Tang, Michael Baine, Michael A. Hollingsworth, Huijing Du, Dandan Zheng, Chi Zhang, Hongfeng Yu

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

Comments Published on Cancers: Shi, Yu, Hannah Tang, Michael J. Baine, Michael A. Hollingsworth, Huijing Du, Dandan Zheng, Chi Zhang, and Hongfeng Yu. 2023. "3DGAUnet: 3D Generative Adversarial Networks with a 3D U-Net Based Generator to Achieve the Accurate and Effective Synthesis of Clinical Tumor Image Data for Pancreatic Cancer" Cancers 15, no. 23: 5496

The molecular pathology of genioglossus in obstructive sleep apnea

Menghan Zhang, Yuehua Liu

专题命中 病理影像 ：pathology(title,abstract)；分类 q-bio

Critical Evaluation of Artificial Intelligence as Digital Twin of Pathologist for Prostate Cancer Pathology

Okyaz Eminaga, Mahmoud Abbas, Christian Kunder, Yuri Tolkach, Ryan Han, James D. Brooks, Rosalie Nolley, Axel Semjonow, Martin Boegemann, Robert West, Jin Long, Richard Fan, Olaf Bettendorf

专题命中 病理影像 ：pathology(title,abstract)；分类 q-bio

Comments Under Review

Transport-based morphometry of nuclear structures of digital pathology images in cancers

Mohammad Shifat E Rabbi, Natasha Ironside, John A Ozolek, Rajendra Singh, Liron Pantanowitz, Gustavo K Rohde

专题命中 病理影像 ：pathology(title)；diagnosis(abstract)；分类 q-bio

Region of Interest Detection in Melanocytic Skin Tumor Whole Slide Images

Yi Cui, Yao Li, Jayson R. Miedema, Sherif Farag, J. S. Marron, Nancy E. Thomas

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

Comments Accepted to MedNeurIPS 2022

Label Cleaning Multiple Instance Learning: Refining Coarse Annotations on Single Whole-Slide Images

Zhenzhen Wang, Carla Saoud, Sintawat Wangsiricharoen, Aaron W. James, Aleksander S. Popel, Jeremias Sulam

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

Metastatic Cancer Outcome Prediction with Injective Multiple Instance Pooling

Jianan Chen, Anne L. Martel

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

Motor neuron pathology in CANVAS due to RFC1 expansions

Vincent Huin, Giulia Coarelli, Clément Guemy, Susana Boluda, Rabab Debs, Fanny Mochel, Tanya Stojkovic, David Grabli, Thierry Maisonobe, Bertrand Gaymard, Timothée Lenglet, Céline Tard, Jean-Baptiste Davion, Bernard Sablonnière, Marie-Lorraine Monin, Claire Ewenczyk, Karine Viala, Perrine Charles, Isabelle Le Ber, Mary Reilly, Henry Houlden, Andrea Cortese, Danielle Seilhean, Alexis Brice, Alexandra Durr

专题命中 病理影像 ：pathology(title,abstract)；分类 q-bio

Journal ref Brain - A Journal of Neurology , Oxford University Press (OUP), 2021

Importance of Preprocessing in Histopathology Image Classification Using Deep Convolutional Neural Network

Nilgun Sengoz, Tuncay Yigit, Ozlem Ozmen, Ali Hakan Isik

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

Comments 6 Pages

Brain Tumor Classification Using Medial Residual Encoder Layers

Zahra SobhaniNia, Nader Karimi, Pejman Khadivi, Roshank Roshandel, Shadrokh Samavi

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

Comments 4 pages, 4 figures

DeepMMSA: A Novel Multimodal Deep Learning Method for Non-small Cell Lung Cancer Survival Analysis

Yujiao Wu, Jie Ma, Xiaoshui Huang, Sai Ho Ling, Steven Weidong Su

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

Comments 7 Submitted to IEEE TBME

Fractal Dimension and Retinal Pathology: A Meta-analysis

Sam Yu, Vasudevan Lakshminarayanan

专题命中 病理影像 ：pathology(title,abstract)；分类 q-bio

Comments submitted for publication to MDPI Applied Sciences

Diagnosis of Breast Cancer Based on Modern Mammography using Hybrid Transfer Learning

Aditya Khamparia, Subrato Bharati, Prajoy Podder, Deepak Gupta, Ashish Khanna, Thai Kim Phung, Dang N. H. Thanh

专题命中 病理影像 ：diagnosis(title)；分类 cs.CV、cs.LG、q-bio

Comments 24 pages, 11 figures

Journal ref Multidimensional Systems and Signal Processing, 2021

Classification of cancer pathology reports: a large-scale comparative study

Stefano Martina, Leonardo Ventura, Paolo Frasconi

专题命中 病理影像 ：pathology(title)；biomedical(comments,journal_ref)；分类 cs.LG、eess.IV

Comments 10 pages, 6 figures, 3 tables, accepted for publication in IEEE Journal of Biomedical and Health Informatics (J-BHI)

Journal ref IEEE Journal of Biomedical and Health Informatics 24 (11), 3085-3094 (2020)

Reaction Cycles of Halogen Species in the Immune Defense: Implications for Human Health and Diseases and the Pathology and Treatment of COVID-19

Qing-Bin Lu

专题命中 病理影像 ：pathology(title,abstract)；分类 q-bio

Comments 18 pages, 4 figures, 1 table

Journal ref Cells 2020, 9(6), 1461

A Comprehensive Study of Data Augmentation Strategies for Prostate Cancer Detection in Diffusion-weighted MRI using Convolutional Neural Networks

Ruqian Hao, Khashayar Namdar, Lin Liu, Masoom A. Haider, Farzad Khalvati

专题命中 病理影像 ：MRI(title)；分类 cs.CV、cs.LG、q-bio

Deep Learning-based Radiomic Features for Improving Neoadjuvant Chemoradiation Response Prediction in Locally Advanced Rectal Cancer

Jie Fu, Xinran Zhong, Ning Li, Ritchell Van Dams, John Lewis, Kyunghyun Sung, Ann C. Raldow, Jing Jin, X. Sharon Qi

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

Comments Review in progress

Journal ref 2020 Phys. Med. Biol

Time irreversibility of resting brain activity in the healthy brain and pathology

Massimiliano Zanin, Bahar Güntekin, Tuba Aktürk, Lütfü Hanoğlu, David Papo

专题命中 病理影像 ：pathology(title,abstract)；分类 q-bio

Comments 27 pages, under consideration

Reduction of Alzheimer's disease beta-amyloid pathology in the absence of gut microbiota

T. Harach, N. Marungruang, N. Dutilleul, V. Cheatham, K. D. Mc Coy, J. J. Neher, M. Jucker, F. Fåk, T., Lasser, T. Bolmont

专题命中 病理影像 ：pathology(title,abstract)；分类 q-bio

The OPFOS microscopy family: High-resolution optical-sectioning of biomedical specimens

Jan A. N. Buytaert, Emilie Descamps, Dominique Adriaens, Joris J. J. Dirckx

专题命中 病理影像 ：biomedical(title,abstract)；分类 q-bio

Comments 19 pages, 10 figures, to be published in Anatomical Research International (Hindawi)

Towards Classifying Histopathological Microscope Images as Time Series Data

Sungrae Hong, Hyeongmin Park, Youngsin Ko, Sol Lee, Bryan Wong, Mun Yong Yi

机构 * Korea Advanced Institute of Science and Technology（韩国科学技术院） ； Seegene Medical Foundation（Seegene医疗基金会） 纠错

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

Comments 5 pages, 4 figures, Accepted by International Symposium on Biomedical Imaging (ISBI) 2025

Joint Modelling Histology and Molecular Markers for Cancer Classification

Xiaofei Wang, Hanyu Liu, Yupei Zhang, Boyang Zhao, Hao Duan, Wanming Hu, Yonggao Mou, Stephen Price, Chao Li

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

Comments accepted by Medical Image Analysis

A Multiresolution Convolutional Neural Network with Partial Label Training for Annotating Reflectance Confocal Microscopy Images of Skin

Alican Bozkurt, Kivanc Kose, Christi Alessi-Fox, Melissa Gill, Dana H. Brooks, Jennifer G. Dy, Milind Rajadhyaksha

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

Comments This paper is accepted to MICCAI'18 conference. This is an extended version of the abstract presented at to "The Optical Society Biophotonics Congress: Biomedical Optics 2018" conference (c.f. previous ARXIV version)

Trust but Verify:Evidence-Linked Multi-Agent Clinical Information Extraction in Pathology

从细则中发现幽门螺杆菌：基于证据关联的多智能体胃活检报告病例发现

Yufan Wang, Anit Kumar Sahu, Yan Fei Ng, Daniel Kang, Shayan Vassef, Soorya Ram Shimgekar, Koustuv Saha, Piyum Zonooz, Navin Kumar, Chee Leong Cheng, Li Yan Khor

机构 * Department of Anatomical Pathology, Singapore General Hospital（新加坡中央医院解剖病理科） ； Duke–NUS Medical School（新加坡国立大学Duke-NUS医学院） ； University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） ； Independent Researcher（独立研究者） 纠错

专题命中 病理影像 ：pathology(title,abstract)

AI总结 研究针对胃活检报告中幽门螺杆菌证据提取难题，采用Nimblemind多智能体系统，经试点评估其总体准确率达98.61%，虽与其他比较器性能相似，但实现了工作流程整合和可追溯性，还能大幅减少审查时间。