医学 AI - arXivDaily 专题

2502.00078 2025-02-04 eess.IV cs.CV 73%

Deep Ensembling with Multimodal Image Fusion for Efficient Classification of Lung Cancer

Surochita Pal, Sushmita Mitra

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

2501.19048 2025-02-03 eess.IV cs.CV 73%

The Role of Graph-based MIL and Interventional Training in the Generalization of WSI Classifiers

Rita Pereira, M. Rita Verdelho, Catarina Barata, Carlos Santiago

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

Comments Presented at ML4H 2024 - Findings Track

2501.14483 2025-01-27 eess.IV cs.AI cs.CV physics.med-ph 73%

Registration of Longitudinal Liver Examinations for Tumor Progress Assessment

Walid Yassine, Martin Charachon, Céline Hudelot, Roberto Ardon

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

2411.15596 2024-12-24 eess.IV cs.CV 73%

Comparative Analysis of Resource-Efficient CNN Architectures for Brain Tumor Classification

Md Ashik Khan, Rafath Bin Zafar Auvee

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

Comments A revised and extended version of this paper has been accepted at the 27th International Conference on Computer and Information Technology (ICCIT 2024). It spans 8 pages and includes 6 figures

2411.17870 2024-11-28 eess.IV cs.CV 73%

Breast Tumor Classification Using EfficientNet Deep Learning Model

Majid Behzadpour, Bengie L. Ortiz, Ebrahim Azizi, Kai Wu

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

Comments 19 pages, 7 figures

2411.00875 2024-11-05 eess.IV cs.AI cs.CV 73%

Enhancing Brain Tumor Classification Using TrAdaBoost and Multi-Classifier Deep Learning Approaches

Mahin Mohammadi, Saman Jamshidi

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

2409.20179 2024-10-01 eess.IV cs.CV 73%

Survival Prediction in Lung Cancer through Multi-Modal Representation Learning

Aiman Farooq, Deepak Mishra, Santanu Chaudhury

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

Comments Accepted in WACV 2025

2409.13045 2024-09-23 cs.CV cs.LG 73%

TACE: Tumor-Aware Counterfactual Explanations

Eleonora Beatrice Rossi, Eleonora Lopez, Danilo Comminiello

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

Comments The paper has been accepted at Italian Workshop on Neural Networks (WIRN) 2024

2409.06699 2024-09-11 eess.IV cs.CV 73%

A study on Deep Convolutional Neural Networks, Transfer Learning and Ensemble Model for Breast Cancer Detection

Md Taimur Ahad, Sumaya Mustofa, Faruk Ahmed, Yousuf Rayhan Emon, Aunirudra Dey Anu

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

2409.06689 2024-09-11 eess.IV cs.CV 73%

A comprehensive study on Blood Cancer detection and classification using Convolutional Neural Network

Md Taimur Ahad, Sajib Bin Mamun, Sumaya Mustofa, Bo Song, Yan Li

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

2409.02885 2024-09-05 eess.IV cs.CV 73%

CanvOI, an Oncology Intelligence Foundation Model: Scaling FLOPS Differently

Jonathan Zalach, Inbal Gazy, Assaf Avinoam, Ron Sinai, Eran Shmuel, Inbar Gilboa, Christine Swisher, Naim Matasci, Reva Basho, David B. Agus

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

Comments 12 pages, 5 figures

2408.13782 2024-08-27 eess.IV cs.CV physics.optics 73%

Batch-FPM: Random batch-update multi-parameter physical Fourier ptychography neural network

Ruiqing Sun, Delong Yang, Yiyan Su, Shaohui Zhang, Qun Hao

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

2408.10498 2024-08-21 eess.IV cs.CV 73%

Cervical Cancer Detection Using Multi-Branch Deep Learning Model

Tatsuhiro Baba, Abu Saleh Musa Miah, Jungpil Shin, Md. Al Mehedi Hasan

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

2402.14099 2024-08-02 eess.IV cs.CV physics.med-ph 73%

EXACT-Net:EHR-guided lung tumor auto-segmentation for non-small cell lung cancer radiotherapy

Hamed Hooshangnejad, Xue Feng, Gaofeng Huang, Rui Zhang, Katelyn Kelly, Quan Chen, Kai Ding

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

2403.06459 2024-07-08 eess.IV cs.CV 73%

From Pixel to Cancer: Cellular Automata in Computed Tomography

Yuxiang Lai, Xiaoxi Chen, Angtian Wang, Alan Yuille, Zongwei Zhou

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

Comments Early accepted to MICCAI 2024

2406.18102 2024-06-27 eess.IV cs.CV 73%

A Lung Nodule Dataset with Histopathology-based Cancer Type Annotation

Muwei Jian, Hongyu Chen, Zaiyong Zhang, Nan Yang, Haorang Zhang, Lifu Ma, Wenjing Xu, Huixiang Zhi

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

2406.15685 2024-06-25 eess.IV cs.CV 73%

PathoWAve: A Deep Learning-based Weight Averaging Method for Improving Domain Generalization in Histopathology Images

Parastoo Sotoudeh Sharifi, M. Omair Ahmad, M. N. S. Swamy

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

2406.15571 2024-06-25 eess.IV cs.CV physics.med-ph 73%

Texture Feature Analysis for Classification of Early-Stage Prostate Cancer in mpMRI

Asmail Muftah, S M Schirmer, Frank C Langbein

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

2307.00479 2024-06-04 eess.IV cs.CV 73%

Domain Transfer Through Image-to-Image Translation for Uncertainty-Aware Prostate Cancer Classification

Meng Zhou, Amoon Jamzad, Jason Izard, Alexandre Menard, Robert Siemens, Parvin Mousavi

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

Comments Preprint. In Submission

2404.13108 2024-05-22 eess.IV cs.CV 73%

RegWSI: Whole Slide Image Registration using Combined Deep Feature- and Intensity-Based Methods: Winner of the ACROBAT 2023 Challenge

Marek Wodzinski, Niccolò Marini, Manfredo Atzori, Henning Müller

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

Journal ref Computer Methods and Programs in Biomedicine, Vol. 250, 2024

2405.08049 2024-05-15 eess.IV cs.CV 73%

Optimizing Synthetic Correlated Diffusion Imaging for Breast Cancer Tumour Delineation

Chi-en Amy Tai, Alexander Wong

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

2404.19113 2024-05-14 cs.CV cs.LG 73%

Source-Free Domain Adaptation of Weakly-Supervised Object Localization Models for Histology

Alexis Guichemerre, Soufiane Belharbi, Tsiry Mayet, Shakeeb Murtaza, Pourya Shamsolmoali, Luke McCaffrey, Eric Granger

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

Comments 16 pages, 21 figures, 5 tables, CVPRw 2024

2403.20168 2024-04-25 eess.IV cs.CV 73%

Unsupervised Tumor-Aware Distillation for Multi-Modal Brain Image Translation

Chuan Huang, Jia Wei, Rui Li

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

Comments 8 pages, 5 figures. It has been provisionally accepted for IJCNN 2024

2402.19470 2024-03-29 eess.IV cs.CV 73%

Towards Generalizable Tumor Synthesis

Qi Chen, Xiaoxi Chen, Haorui Song, Zhiwei Xiong, Alan Yuille, Chen Wei, Zongwei Zhou

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

Comments The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR 2024)

2302.09833 2024-02-14 cs.CV cs.AI cs.LG 73%

Domain-Specific Pre-training Improves Confidence in Whole Slide Image Classification

Soham Rohit Chitnis, Sidong Liu, Tirtharaj Dash, Tanmay Tulsidas Verlekar, Antonio Di Ieva, Shlomo Berkovsky, Lovekesh Vig, Ashwin Srinivasan

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

Comments Accepted in EMBC 2023

Journal ref Annu Int Conf IEEE Eng Med Biol Soc (EMBC 2023)

2304.06662 2024-01-23 eess.IV cs.CV 73%

Deep Learning in Breast Cancer Imaging: A Decade of Progress and Future Directions

Luyang Luo, Xi Wang, Yi Lin, Xiaoqi Ma, Andong Tan, Ronald Chan, Varut Vardhanabhuti, Winnie CW Chu, Kwang-Ting Cheng, Hao Chen

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

Comments IEEE RBME 2024

2401.01553 2024-01-04 eess.IV cs.CV 73%

Multi-modal Learning with Missing Modality in Predicting Axillary Lymph Node Metastasis

Shichuan Zhang, Sunyi Zheng, Zhongyi Shui, Honglin Li, Lin Yang

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

2304.12423 2023-12-27 eess.IV cs.CV 73%

Composite Biomarker Image for Advanced Visualization in Histopathology

Abubakr Shafique, Morteza Babaie, Ricardo Gonzalez, Adrian Batten, Soma Sikdar, H. R. Tizhoosh

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

2312.10696 2023-12-19 eess.IV cs.CV 73%

An Interpretable Deep Learning Approach for Skin Cancer Categorization

Faysal Mahmud, Md. Mahin Mahfiz, Md. Zobayer Ibna Kabir, Yusha Abdullah

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

2311.09942 2023-11-17 eess.IV cs.CV 73%

Harnessing Transformers: A Leap Forward in Lung Cancer Image Detection

Amine Bechar, Youssef Elmir, Rafik Medjoudj, Yassine Himeur, Abbes Amira

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

Comments 6 pages, 4 figures, and 3 tables

1. 病理影像 3457 篇

Deep Ensembling with Multimodal Image Fusion for Efficient Classification of Lung Cancer

The Role of Graph-based MIL and Interventional Training in the Generalization of WSI Classifiers

Registration of Longitudinal Liver Examinations for Tumor Progress Assessment

Comparative Analysis of Resource-Efficient CNN Architectures for Brain Tumor Classification

Breast Tumor Classification Using EfficientNet Deep Learning Model

Enhancing Brain Tumor Classification Using TrAdaBoost and Multi-Classifier Deep Learning Approaches

Survival Prediction in Lung Cancer through Multi-Modal Representation Learning

TACE: Tumor-Aware Counterfactual Explanations

A study on Deep Convolutional Neural Networks, Transfer Learning and Ensemble Model for Breast Cancer Detection

A comprehensive study on Blood Cancer detection and classification using Convolutional Neural Network

CanvOI, an Oncology Intelligence Foundation Model: Scaling FLOPS Differently

Batch-FPM: Random batch-update multi-parameter physical Fourier ptychography neural network

Cervical Cancer Detection Using Multi-Branch Deep Learning Model

EXACT-Net:EHR-guided lung tumor auto-segmentation for non-small cell lung cancer radiotherapy

From Pixel to Cancer: Cellular Automata in Computed Tomography

A Lung Nodule Dataset with Histopathology-based Cancer Type Annotation

PathoWAve: A Deep Learning-based Weight Averaging Method for Improving Domain Generalization in Histopathology Images

Texture Feature Analysis for Classification of Early-Stage Prostate Cancer in mpMRI

Domain Transfer Through Image-to-Image Translation for Uncertainty-Aware Prostate Cancer Classification

RegWSI: Whole Slide Image Registration using Combined Deep Feature- and Intensity-Based Methods: Winner of the ACROBAT 2023 Challenge

Optimizing Synthetic Correlated Diffusion Imaging for Breast Cancer Tumour Delineation

Source-Free Domain Adaptation of Weakly-Supervised Object Localization Models for Histology

Unsupervised Tumor-Aware Distillation for Multi-Modal Brain Image Translation

Towards Generalizable Tumor Synthesis

Domain-Specific Pre-training Improves Confidence in Whole Slide Image Classification

Deep Learning in Breast Cancer Imaging: A Decade of Progress and Future Directions

Multi-modal Learning with Missing Modality in Predicting Axillary Lymph Node Metastasis

Composite Biomarker Image for Advanced Visualization in Histopathology

An Interpretable Deep Learning Approach for Skin Cancer Categorization

Harnessing Transformers: A Leap Forward in Lung Cancer Image Detection