医学 AI - arXivDaily 专题

2303.16123 2023-04-18 eess.IV cs.CV 73%

Evaluating the Effectiveness of 2D and 3D Features for Predicting Tumor Response to Chemotherapy

Neman Abdoli, Ke Zhang, Patrik Gilley, Xuxin Chen, Youkabed Sadri, Theresa C. Thai, Lauren E. Dockery, Kathleen Moore, Robert S. Mannel, Yuchen Qiu

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

Comments For Some modifications and error pruning, we need to withdraw the paper

2209.02498 2023-03-20 eess.IV cs.CV 73%

MMV_Im2Im: An Open Source Microscopy Machine Vision Toolbox for Image-to-Image Transformation

Justin Sonneck, Jianxu Chen

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

Comments 26 pages, 10 figures

2303.09088 2023-03-17 eess.IV cs.CV 73%

MetaRegNet: Metamorphic Image Registration Using Flow-Driven Residual Networks

Ankita Joshi, Yi Hong

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

Comments 11 pages, 3 figures

2301.06789 2023-01-18 eess.IV cs.LG 73%

Multicenter automatic detection of invasive carcinoma on breast whole slide images

Rémy Peyret, Nicolas Pozin, Stéphane Sockeel, Solène-Florence Kammerer-Jacquet, Julien Adam, Claire Bocciarelli, Yoan Ditchi, Christophe Bontoux, Thomas Depoilly, Loris Guichard, Elisabeth Lanteri, Marie Sockeel, Sophie Prévot

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

2212.06822 2022-12-22 cs.CV cs.AI cs.LG 73%

Adversarial Attacks and Defences for Skin Cancer Classification

Vinay Jogani, Joy Purohit, Ishaan Shivhare, Samina Attari, Shraddha Surtkar

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

Comments 6 pages, 7 figures, 2 tables, 2nd International Conference for Advancement in Technology (ICONAT 2023), Goa, India

2111.04090 2022-10-26 physics.med-ph cs.CE cs.LG eess.IV 73%

Learn-Morph-Infer: a new way of solving the inverse problem for brain tumor modeling

Ivan Ezhov, Kevin Scibilia, Katharina Franitza, Felix Steinbauer, Suprosanna Shit, Lucas Zimmer, Jana Lipkova, Florian Kofler, Johannes Paetzold, Luca Canalini, Diana Waldmannstetter, Martin Menten, Marie Metz, Benedikt Wiestler, Bjoern Menze

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

2210.04803 2022-10-11 cs.CV cs.AI eess.IV 73%

Using Whole Slide Image Representations from Self-Supervised Contrastive Learning for Melanoma Concordance Regression

Sean Grullon, Vaughn Spurrier, Jiayi Zhao, Corey Chivers, Yang Jiang, Kiran Motaparthi, Michael Bonham, Julianna Ianni

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

Comments Accepted at ECCV 2022 AIMIA Workshop. arXiv admin note: text overlap with arXiv:2109.07554

2209.13167 2022-09-30 eess.IV cs.CV 73%

A Morphology Focused Diffusion Probabilistic Model for Synthesis of Histopathology Images

Puria Azadi Moghadam, Sanne Van Dalen, Karina C. Martin, Jochen Lennerz, Stephen Yip, Hossein Farahani, Ali Bashashati

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

2208.11518 2022-09-16 q-bio.QM 73%

Prognostic Significance of Tumor-Infiltrating Lymphocytes Using Deep Learning on Pathology Images in Colorectal Cancers

Anran Liu, Xingyu Li, Hongyi Wu, Bangwei Guo, Jitendra Jonnagaddala, Hong Zhang, Xu Steven Xu

专题命中病理影像：pathology(title)；分类 q-bio

2110.12093 2022-08-10 cs.CV cs.AI cs.LG 73%

Circle Representation for Medical Object Detection

Ethan H. Nguyen, Haichun Yang, Ruining Deng, Yuzhe Lu, Zheyu Zhu, Joseph T. Roland, Le Lu, Bennett A. Landman, Agnes B. Fogo, Yuankai Huo

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

Comments 10 pages, 8 figures, to be published in IEEE Transactions on Medical Imaging

Journal ref in IEEE Transactions on Medical Imaging, vol. 41, no. 3, pp. 746-754, March 2022

2208.03581 2022-08-09 cs.CV cs.LG 73%

Improved Pancreatic Tumor Detection by Utilizing Clinically-Relevant Secondary Features

Christiaan G. A. Viviers, Mark Ramaekers, Peter H. N. de With, Dimitrios Mavroeidis, Joost Nederend, Misha Luyer, Fons van der Sommen

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

Comments Published at MICCAI 2022 CaPTion Workshop on Cancer Prevention through early detecTion

2207.08032 2022-07-19 eess.IV cs.CV 73%

Analysis of liver cancer detection based on image processing

Mahmoudreza Moghimhanjani, Ali Taghavirashidizadeh

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

Comments 10 pages, 13 figures,7th International Conference On Modern Finding In Sciences And Technology With A Focused On Science In Development Services

2108.03555 2022-06-22 cs.CV cs.AI cs.LG 73%

Rapid Automated Analysis of Skull Base Tumor Specimens Using Intraoperative Optical Imaging and Artificial Intelligence

Cheng Jiang, Abhishek Bhattacharya, Joseph Linzey, Rushikesh S. Joshi, Sung Jik Cha, Sudharsan Srinivasan, Daniel Alber, Akhil Kondepudi, Esteban Urias, Balaji Pandian, Wajd Al-Holou, Steve Sullivan, B. Gregory Thompson, Jason Heth, Chris Freudiger, Siri Khalsa, Donato Pacione, John G. Golfinos, Sandra Camelo-Piragua, Daniel A. Orringer, Honglak Lee, Todd Hollon

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

Comments Published as journal article

Journal ref Neurosurgery 90 (6), 758-767, 2022

2206.07573 2022-06-16 cs.AI q-bio.QM q-bio.TO 73%

AI and Pathology: Steering Treatment and Predicting Outcomes

Rajarsi Gupta, Jakub Kaczmarzyk, Soma Kobayashi, Tahsin Kurc, Joel Saltz

专题命中病理影像：pathology(title)；分类 q-bio

2205.12843 2022-05-26 eess.IV cs.CV 73%

A Comparative Study of Gastric Histopathology Sub-size Image Classification: from Linear Regression to Visual Transformer

Weiming Hu, Haoyuan Chen, Wanli Liu, Xiaoyan Li, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek, Chen Li

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

Comments arXiv admin note: text overlap with arXiv:2106.02473

2203.16606 2022-04-01 eess.IV cs.CV 73%

Enhancing Cancer Prediction in Challenging Screen-Detected Incident Lung Nodules Using Time-Series Deep Learning

Shahab Aslani, Pavan Alluri, Eyjolfur Gudmundsson, Edward Chandy, John McCabe, Anand Devaraj, Carolyn Horst, Sam M Janes, Rahul Chakkara, Arjun Nair, Daniel C Alexander, SUMMIT consortium, Joseph Jacob

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

2203.15090 2022-03-30 cs.CV cs.LG 73%

New pyramidal hybrid textural and deep features based automatic skin cancer classification model: Ensemble DarkNet and textural feature extractor

Mehmet Baygin, Turker Tuncer, Sengul Dogan

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

Comments 22 pages, 7 figures

2203.13997 2022-03-29 eess.IV cs.CV 73%

Learning to Predict RNA Sequence Expressions from Whole Slide Images with Applications for Search and Classification

Amir Safarpoor, Jason D. Hipp, H. R. Tizhoosh

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

2112.12219 2022-03-21 cs.CV cs.LG 73%

SAMCNet for Spatial-configuration-based Classification: A Summary of Results

Majid Farhadloo, Carl Molnar, Gaoxiang Luo, Yan Li, Shashi Shekhar, Rachel L. Maus, Svetomir N. Markovic, Raymond Moore, Alexey Leontovich

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

2201.00957 2022-01-05 eess.IV cs.CV 73%

Stain Normalized Breast Histopathology Image Recognition using Convolutional Neural Networks for Cancer Detection

Sruthi Krishna, Suganthi S. S, Shivsubramani Krishnamoorthy, Arnav Bhavsar

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

Comments 26 pages, 11 figures

2112.14320 2021-12-30 eess.IV cs.CV 73%

Brain Tumor Classification by Cascaded Multiscale Multitask Learning Framework Based on Feature Aggregation

Zahra Sobhaninia, Nader Karimi, Pejman Khadivi, Shadrokh Samavi

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

Comments 16 pages, 7 figures

2112.13553 2021-12-28 eess.IV cs.CV 73%

Classification of Histopathology Images of Lung Cancer Using Convolutional Neural Network (CNN)

Neha Baranwal, Preethi Doravari, Renu Kachhoria

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

2012.12535 2021-11-09 eess.IV cs.CV 73%

StainNet: a fast and robust stain normalization network

Hongtao Kang, Die Luo, Weihua Feng, Junbo Hu, Shaoqun Zeng, Tingwei Quan, Xiuli Liu

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

Comments 14 pages, 8 figures

Journal ref Front. Med. 8:746307 (2021)

2110.13670 2021-10-27 eess.IV cs.CV 73%

W-Net: A Two-Stage Convolutional Network for Nucleus Detection in Histopathology Image

Anyu Mao, Jialun Wu, Xinrui Bao, Zeyu Gao, Tieliang Gong, Chen Li

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

Comments BIBM 2021 accepted,including 8 pages, 3 figures

2105.07200 2021-08-03 eess.IV cs.CV 73%

Multi-scale super-resolution generation of low-resolution scanned pathological images

Kai Sun, Yanhua Gao, Ting Xie, Xun Wang, Qingqing Yang, Le Chen, Kuansong Wang, Gang Yu

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

Comments 27 pages,12 figures

2106.02221 2021-06-22 eess.IV cs.CV 73%

Specular reflections removal in colposcopic images based on neural networks: Supervised training with no ground truth previous knowledge

Lauren Jimenez-Martin, Daniel A. Valdés Pérez, Ana M. Solares Asteasuainzarra, Ludwig Leonard, Marta L. Baguer Díaz-Romañach

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

Comments This new version corrects typos and adds references

2105.00273 2021-05-04 eess.IV cs.CV 73%

Blind microscopy image denoising with a deep residual and multiscale encoder/decoder network

Fabio Hernán Gil Zuluaga, Francesco Bardozzo, Jorge Iván Ríos Patiño, Roberto Tagliaferri

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

2104.12478 2021-04-27 eess.IV cs.CV 73%

A deep learning model for gastric diffuse-type adenocarcinoma classification in whole slide images

Fahdi Kanavati, Masayuki Tsuneki

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

2103.13588 2021-03-26 eess.IV cs.CV physics.med-ph 73%

Artificial Intelligence in Tumor Subregion Analysis Based on Medical Imaging: A Review

Mingquan Lin, Jacob Wynne, Yang Lei, Tonghe Wang, Walter J. Curran, Tian Liu, Xiaofeng Yang

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

2103.04989 2021-03-10 eess.IV cs.CV 73%

Deep learning-based super-resolution fluorescence microscopy on small datasets

Varun Mannam, Yide Zhang, Xiaotong Yuan, Scott Howard

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

Comments SPIE Proceedings Volume 11650, Single Molecule Spectroscopy and Superresolution Imaging XIV; 116500O (2021)

1. 病理影像 3448 篇

Evaluating the Effectiveness of 2D and 3D Features for Predicting Tumor Response to Chemotherapy

MMV_Im2Im: An Open Source Microscopy Machine Vision Toolbox for Image-to-Image Transformation

MetaRegNet: Metamorphic Image Registration Using Flow-Driven Residual Networks

Multicenter automatic detection of invasive carcinoma on breast whole slide images

Adversarial Attacks and Defences for Skin Cancer Classification

Learn-Morph-Infer: a new way of solving the inverse problem for brain tumor modeling

Using Whole Slide Image Representations from Self-Supervised Contrastive Learning for Melanoma Concordance Regression

A Morphology Focused Diffusion Probabilistic Model for Synthesis of Histopathology Images

Prognostic Significance of Tumor-Infiltrating Lymphocytes Using Deep Learning on Pathology Images in Colorectal Cancers

Circle Representation for Medical Object Detection

Improved Pancreatic Tumor Detection by Utilizing Clinically-Relevant Secondary Features

Analysis of liver cancer detection based on image processing

Rapid Automated Analysis of Skull Base Tumor Specimens Using Intraoperative Optical Imaging and Artificial Intelligence

AI and Pathology: Steering Treatment and Predicting Outcomes

A Comparative Study of Gastric Histopathology Sub-size Image Classification: from Linear Regression to Visual Transformer

Enhancing Cancer Prediction in Challenging Screen-Detected Incident Lung Nodules Using Time-Series Deep Learning

New pyramidal hybrid textural and deep features based automatic skin cancer classification model: Ensemble DarkNet and textural feature extractor

Learning to Predict RNA Sequence Expressions from Whole Slide Images with Applications for Search and Classification

SAMCNet for Spatial-configuration-based Classification: A Summary of Results

Stain Normalized Breast Histopathology Image Recognition using Convolutional Neural Networks for Cancer Detection

Brain Tumor Classification by Cascaded Multiscale Multitask Learning Framework Based on Feature Aggregation

Classification of Histopathology Images of Lung Cancer Using Convolutional Neural Network (CNN)

StainNet: a fast and robust stain normalization network

W-Net: A Two-Stage Convolutional Network for Nucleus Detection in Histopathology Image

Multi-scale super-resolution generation of low-resolution scanned pathological images

Specular reflections removal in colposcopic images based on neural networks: Supervised training with no ground truth previous knowledge

Blind microscopy image denoising with a deep residual and multiscale encoder/decoder network

A deep learning model for gastric diffuse-type adenocarcinoma classification in whole slide images

Artificial Intelligence in Tumor Subregion Analysis Based on Medical Imaging: A Review

Deep learning-based super-resolution fluorescence microscopy on small datasets