医学 AI - arXivDaily 专题

2403.11135 2024-03-19 eess.IV cs.CV 62%

A lightweight deep learning pipeline with DRDA-Net and MobileNet for breast cancer classification

Mahdie Ahmadi, Nader Karimi, Shadrokh Samavi

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

Comments 4 pages, 3 figures

2403.10885 2024-03-19 eess.IV cs.CV 62%

Could We Generate Cytology Images from Histopathology Images? An Empirical Study

Soumyajyoti Dey, Sukanta Chakraborty, Utso Guha Roy, Nibaran Das

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

Comments Accept at International Conference on Advanced Computing and Applications(ICACA-2024)

2402.16857 2024-03-03 eess.IV cs.CE cs.CV 62%

A novel method to compute the contact surface area between an organ and cancer tissue

Alessandra Bulanti, Alessandro Carfì, Paolo Traverso, Carlo Terrone, Fulvio Mastrogiovanni

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

2402.07192 2024-02-13 eess.IV cs.CV 62%

Spatio-spectral classification of hyperspectral images for brain cancer detection during surgical operations

H. Fabelo, S. Ortega, D. Ravi, B. R. Kiran, C. Sosa, D. Bulters, G. M. Callico, H. Bulstrode, A. Szolna, J. F. Pineiro, S. Kabwama, D. Madronal, R. Lazcano, A. J. OShanahan, S. Bisshopp, M. Hernandez, A. Baez-Quevedo, G. Z. Yang, B. Stanciulescu, R. Salvador, E. Juarez, R. Sarmiento

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

2402.01410 2024-02-05 cs.CV cs.AI cs.LG 62%

XAI for Skin Cancer Detection with Prototypes and Non-Expert Supervision

Miguel Correia, Alceu Bissoto, Carlos Santiago, Catarina Barata

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

Comments Accepted in the iMIMIC Workshop @ MICCAI 2023

2304.12424 2023-12-27 eess.IV cs.CV 62%

Immunohistochemistry Biomarkers-Guided Image Search for Histopathology

Abubakr Shafique, Morteza Babaie, Ricardo Gonzalez, H. R. Tizhoosh

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

2312.09719 2023-12-18 eess.IV cs.CV 62%

On the calibration of neural networks for histological slide-level classification

Alexander Kurz, Hendrik A. Mehrtens, Tabea-Clara Bucher, Titus J. Brinker

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

Comments 7 pages, 2 figures, 2 tables

2106.13150 2023-12-15 eess.IV cs.CV 62%

Comparison of Consecutive and Re-stained Sections for Image Registration in Histopathology

Johannes Lotz, Nick Weiss, Jeroen van der Laak, Stefan Heldmann

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

Comments submitted, data available at https://dx.doi.org/10.21227/pzj5-bs61

2312.01573 2023-12-06 eess.IV cs.CV 62%

Survey on deep learning in multimodal medical imaging for cancer detection

Yan Tian, Zhaocheng Xu, Yujun Ma, Weiping Ding, Ruili Wang, Zhihong Gao, Guohua Cheng, Linyang He, Xuran Zhao

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

Journal ref Neural Computing and Applications. 2023 Nov 29:1-6

2309.00748 2023-12-04 cs.CV cs.LG 62%

PathLDM: Text conditioned Latent Diffusion Model for Histopathology

Srikar Yellapragada, Alexandros Graikos, Prateek Prasanna, Tahsin Kurc, Joel Saltz, Dimitris Samaras

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

Comments WACV 2024 publication

2311.18612 2023-12-01 eess.IV cs.CV 62%

Cancer-Net PCa-Gen: Synthesis of Realistic Prostate Diffusion Weighted Imaging Data via Anatomic-Conditional Controlled Latent Diffusion

Aditya Sridhar, Chi-en Amy Tai, Hayden Gunraj, Yuhao Chen, Alexander Wong

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

2308.12634 2023-11-21 cs.CV cs.AI cs.LG 62%

Towards Hierarchical Regional Transformer-based Multiple Instance Learning

Josef Cersovsky, Sadegh Mohammadi, Dagmar Kainmueller, Johannes Hoehne

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

Comments 8 pages, LaTeX; header update after published, fixed typos

2311.04769 2023-11-09 eess.IV cs.CV 62%

An attention-based deep learning network for predicting Platinum resistance in ovarian cancer

Haoming Zhuang, Beibei Li, Jingtong Ma, Patrice Monkam, Shouliang Qi, Wei Qian, Dianning He

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

2310.19359 2023-10-31 cs.CV cs.AI cs.LG 62%

Introducing instance label correlation in multiple instance learning. Application to cancer detection on histopathological images

Pablo Morales-Álvarez, Arne Schmidt, José Miguel Hernández-Lobato, Rafael Molina

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

Comments 33 pages, 6 figures, 6 tables. Published at Pattern Recognition journal

2210.07287 2023-10-26 cs.CV cs.LG 62%

Improving Deep Learning Models for Pediatric Low-Grade Glioma Tumors Molecular Subtype Identification Using 3D Probability Distributions of Tumor Location

Khashayar Namdar, Matthias W. Wagner, Kareem Kudus, Cynthia Hawkins, Uri Tabori, Brigit Ertl-Wagner, Farzad Khalvati

专题命中病理影像：MRI(abstract)；分类 cs.CV、cs.LG

Comments arXiv admin note: text overlap with arXiv:2207.14776

2310.09236 2023-10-16 cs.CV cs.LG 62%

Time CNN and Graph Convolution Network for Epileptic Spike Detection in MEG Data

Pauline Mouches, Thibaut Dejean, Julien Jung, Romain Bouet, Carole Lartizien, Romain Quentin

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

Comments This work has been submitted to IEEE ISBI 2024 for possible publication

2310.02931 2023-10-05 cs.CV cs.LG 62%

Graph data modelling for outcome prediction in oropharyngeal cancer patients

Nithya Bhasker, Stefan Leger, Alexander Zwanenburg, Chethan Babu Reddy, Sebastian Bodenstedt, Steffen Löck, Stefanie Speidel

专题命中病理影像：CT(abstract)；分类 cs.CV、cs.LG

2310.01924 2023-10-04 cs.CV cs.LG 62%

RoFormer for Position Aware Multiple Instance Learning in Whole Slide Image Classification

Etienne Pochet, Rami Maroun, Roger Trullo

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

2309.02563 2023-09-07 eess.IV cs.CV 62%

Evaluation Kidney Layer Segmentation on Whole Slide Imaging using Convolutional Neural Networks and Transformers

Muhao Liu, Chenyang Qi, Shunxing Bao, Quan Liu, Ruining Deng, Yu Wang, Shilin Zhao, Haichun Yang, Yuankai Huo

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

2306.05029 2023-09-06 cs.CV cs.LG 62%

Multi-level Multiple Instance Learning with Transformer for Whole Slide Image Classification

Ruijie Zhang, Qiaozhe Zhang, Yingzhuang Liu, Hao Xin, Yan Liu, Xinggang Wang

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

2308.14030 2023-08-29 cs.CV cs.LG 62%

Forensic Histopathological Recognition via a Context-Aware MIL Network Powered by Self-Supervised Contrastive Learning

Chen Shen, Jun Zhang, Xinggong Liang, Zeyi Hao, Kehan Li, Fan Wang, Zhenyuan Wang, Chunfeng Lian

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

Comments 11 pages, 2 figures

2308.02528 2023-08-08 eess.IV cs.CV 62%

A comprehensive review of deep learning in lung cancer

Farzane Tajidini

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

2303.10656 2023-07-24 eess.IV cs.CV 62%

More From Less: Self-Supervised Knowledge Distillation for Routine Histopathology Data

Lucas Farndale, Robert Insall, Ke Yuan

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

2307.03662 2023-07-10 eess.IV cs.CV 62%

Detecting the Sensing Area of A Laparoscopic Probe in Minimally Invasive Cancer Surgery

Baoru Huang, Yicheng Hu, Anh Nguyen, Stamatia Giannarou, Daniel S. Elson

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

Comments Accepted by MICCAI 2023

2306.14119 2023-06-27 eess.IV cs.CV 62%

SHISRCNet: Super-resolution And Classification Network For Low-resolution Breast Cancer Histopathology Image

Luyuan Xie, Cong Li, Zirui Wang, Xin Zhang, Boyan Chen, Qingni Shen, Zhonghai Wu

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

Comments Accepted by MICCAI 2023

2306.11890 2023-06-22 cs.CV cs.AI cs.LG 62%

Out of Distribution Generalization via Interventional Style Transfer in Single-Cell Microscopy

Wolfgang M. Pernice, Michael Doron, Alex Quach, Aditya Pratapa, Sultan Kenjeyev, Nicholas De Veaux, Michio Hirano, Juan C. Caicedo

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

Comments Accepted at CVPR 2023 CVMI

2305.05344 2023-06-21 eess.IV cs.CV 62%

Trustworthy Multi-phase Liver Tumor Segmentation via Evidence-based Uncertainty

Chuanfei Hu, Tianyi Xia, Ying Cui, Quchen Zou, Yuancheng Wang, Wenbo Xiao, Shenghong Ju, Xinde Li

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

2303.18005 2023-06-19 eess.IV cs.AI cs.LG 62%

Artificial Intelligence in Ovarian Cancer Histopathology: A Systematic Review

Jack Breen, Katie Allen, Kieran Zucker, Pratik Adusumilli, Andy Scarsbrook, Geoff Hall, Nicolas M. Orsi, Nishant Ravikumar

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

2204.12423 2023-06-16 cs.LG cs.CV 62%

RadioPathomics: Multimodal Learning in Non-Small Cell Lung Cancer for Adaptive Radiotherapy

Matteo Tortora, Ermanno Cordelli, Rosa Sicilia, Lorenzo Nibid, Edy Ippolito, Giuseppe Perrone, Sara Ramella, Paolo Soda

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

2201.02876 2023-05-31 eess.IV cs.CV 62%

Defocus Deblur Microscopy via Head-to-Tail Cross-scale Fusion

Jiahe Wang, Boran Han

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

Comments published on ICIP 2022

1. 病理影像 3453 篇

A lightweight deep learning pipeline with DRDA-Net and MobileNet for breast cancer classification

Could We Generate Cytology Images from Histopathology Images? An Empirical Study

A novel method to compute the contact surface area between an organ and cancer tissue

Spatio-spectral classification of hyperspectral images for brain cancer detection during surgical operations

XAI for Skin Cancer Detection with Prototypes and Non-Expert Supervision

Immunohistochemistry Biomarkers-Guided Image Search for Histopathology

On the calibration of neural networks for histological slide-level classification

Comparison of Consecutive and Re-stained Sections for Image Registration in Histopathology

Survey on deep learning in multimodal medical imaging for cancer detection

PathLDM: Text conditioned Latent Diffusion Model for Histopathology

Cancer-Net PCa-Gen: Synthesis of Realistic Prostate Diffusion Weighted Imaging Data via Anatomic-Conditional Controlled Latent Diffusion

Towards Hierarchical Regional Transformer-based Multiple Instance Learning

An attention-based deep learning network for predicting Platinum resistance in ovarian cancer

Introducing instance label correlation in multiple instance learning. Application to cancer detection on histopathological images

Improving Deep Learning Models for Pediatric Low-Grade Glioma Tumors Molecular Subtype Identification Using 3D Probability Distributions of Tumor Location

Time CNN and Graph Convolution Network for Epileptic Spike Detection in MEG Data

Graph data modelling for outcome prediction in oropharyngeal cancer patients

RoFormer for Position Aware Multiple Instance Learning in Whole Slide Image Classification

Evaluation Kidney Layer Segmentation on Whole Slide Imaging using Convolutional Neural Networks and Transformers

Multi-level Multiple Instance Learning with Transformer for Whole Slide Image Classification

Forensic Histopathological Recognition via a Context-Aware MIL Network Powered by Self-Supervised Contrastive Learning

A comprehensive review of deep learning in lung cancer

More From Less: Self-Supervised Knowledge Distillation for Routine Histopathology Data

Detecting the Sensing Area of A Laparoscopic Probe in Minimally Invasive Cancer Surgery

SHISRCNet: Super-resolution And Classification Network For Low-resolution Breast Cancer Histopathology Image

Out of Distribution Generalization via Interventional Style Transfer in Single-Cell Microscopy

Trustworthy Multi-phase Liver Tumor Segmentation via Evidence-based Uncertainty

Artificial Intelligence in Ovarian Cancer Histopathology: A Systematic Review

RadioPathomics: Multimodal Learning in Non-Small Cell Lung Cancer for Adaptive Radiotherapy

Defocus Deblur Microscopy via Head-to-Tail Cross-scale Fusion