医学 AI - arXivDaily 专题

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

2310.13259 2023-10-23 eess.IV cs.CV 73%

Domain-specific optimization and diverse evaluation of self-supervised models for histopathology

Jeremy Lai, Faruk Ahmed, Supriya Vijay, Tiam Jaroensri, Jessica Loo, Saurabh Vyawahare, Saloni Agarwal, Fayaz Jamil, Yossi Matias, Greg S. Corrado, Dale R. Webster, Jonathan Krause, Yun Liu, Po-Hsuan Cameron Chen, Ellery Wulczyn, David F. Steiner

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

Comments 4 main tables, 3 main figures, additional supplemental tables and figures

2309.03652 2023-09-08 eess.IV cs.AI cs.CV 73%

Anatomy-informed Data Augmentation for Enhanced Prostate Cancer Detection

Balint Kovacs, Nils Netzer, Michael Baumgartner, Carolin Eith, Dimitrios Bounias, Clara Meinzer, Paul F. Jaeger, Kevin S. Zhang, Ralf Floca, Adrian Schrader, Fabian Isensee, Regula Gnirs, Magdalena Goertz, Viktoria Schuetz, Albrecht Stenzinger, Markus Hohenfellner, Heinz-Peter Schlemmer, Ivo Wolf, David Bonekamp, Klaus H. Maier-Hein

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

Comments Accepted at MICCAI 2023

2303.14845 2023-06-28 eess.IV cs.CV 73%

Multi-task Learning of Histology and Molecular Markers for Classifying Diffuse Glioma

Xiaofei Wang, Stephen Price, Chao Li

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

Comments Early Accept by MICCAI 2023

2305.06025 2023-06-05 eess.IV cs.CV 73%

Brain Tumor Detection using Swin Transformers

Prateek A. Meshram, Suraj Joshi, Devarshi Mahajan

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

2303.11177 2023-04-27 cs.LG cs.CV stat.AP stat.ML 73%

Integration of Radiomics and Tumor Biomarkers in Interpretable Machine Learning Models

Lennart Brocki, Neo Christopher Chung

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

Journal ref Cancers. 2023; 15(9):2459

1. 病理影像 3448 篇

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

Domain-specific optimization and diverse evaluation of self-supervised models for histopathology

Anatomy-informed Data Augmentation for Enhanced Prostate Cancer Detection

Multi-task Learning of Histology and Molecular Markers for Classifying Diffuse Glioma

Brain Tumor Detection using Swin Transformers

Integration of Radiomics and Tumor Biomarkers in Interpretable Machine Learning Models