医学 AI - arXivDaily 专题

2303.10730 2023-03-21 eess.IV cs.CV cs.LG 67%

Pretrained Vision Models for Predicting High-Risk Breast Cancer Stage

Bonaventure F. P. Dossou, Yenoukoume S. K. Gbenou, Miglanche Ghomsi Nono

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

Comments Accepted at Machine Learning for Global Health Workshop, ICLR 2023

2212.11375 2023-03-20 eess.IV cs.CV cs.LG 67%

Semi-supervised Bladder Tissue Classification in Multi-Domain Endoscopic Images

Jorge F. Lazo, Benoit Rosa, Michele Catellani, Matteo Fontana, Francesco A. Mistretta, Gennaro Musi, Ottavio de Cobelli, Michel de Mathelin, Elena De Momi

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

Comments Title and abstract updated. Typos corrected

2302.05830 2023-02-14 eess.IV cs.CV cs.LG 67%

NephroNet: A Novel Program for Identifying Renal Cell Carcinoma and Generating Synthetic Training Images with Convolutional Neural Networks and Diffusion Models

Yashvir Sabharwal

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

Comments 22 pages, 5 figures, 2 tables

2206.03698 2023-02-09 cs.CV cs.LG eess.IV 67%

What do we learn? Debunking the Myth of Unsupervised Outlier Detection

Cosmin I. Bercea, Daniel Rueckert, Julia A. Schnabel

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

2301.13151 2023-01-31 eess.IV cs.CV cs.LG 67%

Convolutional Neural Network-Based Automatic Classification of Colorectal and Prostate Tumor Biopsies Using Multispectral Imagery: System Development Study

Remy Peyret, Duaa alSaeed, Fouad Khelifi, Nadia Al-Ghreimil, Heyam Al-Baity, Ahmed Bouridane

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

Journal ref JMIR Bioinform Biotech 2022

2301.09525 2023-01-24 eess.IV cs.CV cs.LG 67%

DeepFEL: Deep Fastfood Ensemble Learning for Histopathology Image Analysis

Nima Hatami

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

Comments arXiv admin note: substantial text overlap with arXiv:2104.00669

2212.13780 2022-12-29 eess.IV cs.CV cs.LG 67%

SynCLay: Interactive Synthesis of Histology Images from Bespoke Cellular Layouts

Srijay Deshpande, Muhammad Dawood, Fayyaz Minhas, Nasir Rajpoot

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

2102.05498 2022-12-29 eess.IV cs.CV cs.LG 67%

Dysplasia grading of colorectal polyps through CNN analysis of WSI

Daniele Perlo, Enzo Tartaglione, Luca Bertero, Paola Cassoni, Marco Grangetto

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

2206.08885 2022-11-22 eess.IV cs.CV cs.LG stat.ME 67%

Incorporating intratumoral heterogeneity into weakly-supervised deep learning models via variance pooling

Iain Carmichael, Andrew H. Song, Richard J. Chen, Drew F. K. Williamson, Tiffany Y. Chen, Faisal Mahmood

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

Comments MICCAI 2022

2206.08439 2022-11-03 eess.IV cs.CV cs.LG 67%

OpenSRH: optimizing brain tumor surgery using intraoperative stimulated Raman histology

Cheng Jiang, Asadur Chowdury, Xinhai Hou, Akhil Kondepudi, Christian W. Freudiger, Kyle Conway, Sandra Camelo-Piragua, Daniel A. Orringer, Honglak Lee, Todd C. Hollon

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

Comments Neural Information Processing Systems (NeurIPS) 2022 Datasets and Benchmarks Track

2207.02946 2022-10-31 eess.IV cs.CV cs.LG 67%

Virtual staining of defocused autofluorescence images of unlabeled tissue using deep neural networks

Yijie Zhang, Luzhe Huang, Tairan Liu, Keyi Cheng, Kevin de Haan, Yuzhu Li, Bijie Bai, Aydogan Ozcan

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

Comments 26 Pages, 5 Figures

Journal ref Intelligent Computing (2022)

2210.15297 2022-10-28 eess.IV cs.CV cs.LG 67%

Spatio-Temporal Hybrid Fusion of CAE and SWIn Transformers for Lung Cancer Malignancy Prediction

Sadaf Khademi, Shahin Heidarian, Parnian Afshar, Farnoosh Naderkhani, Anastasia Oikonomou, Konstantinos Plataniotis, Arash Mohammadi

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

Comments arXiv admin note: substantial text overlap with arXiv:2110.08721

2210.13882 2022-10-26 eess.IV cs.CV cs.LG 67%

A deep learning approach for brain tumor detection using magnetic resonance imaging

Al-Akhir Nayan, Ahamad Nokib Mozumder, Md. Rakibul Haque, Fahim Hossain Sifat, Khan Raqib Mahmud, Abul Kalam Al Azad, Muhammad Golam Kibria

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

Journal ref International Journal of Electrical and Computer Engineering (IJECE), 2023

2209.06411 2022-09-15 eess.IV cs.CV cs.LG 67%

Noise2SR: Learning to Denoise from Super-Resolved Single Noisy Fluorescence Image

Xuanyu Tian, Qing Wu, Hongjiang Wei, Yuyao Zhang

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

Comments 12 pages, 6 figures

Journal ref MICCAI 2022

2207.10469 2022-09-07 cs.LG cs.CV eess.IV 67%

Fast Data Driven Estimation of Cluster Number in Multiplex Images using Embedded Density Outliers

Spencer A. Thomas

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

Comments 8 pages, 6 figures, conference paper

2208.06739 2022-08-16 eess.IV cs.CV cs.LG physics.med-ph 67%

Machine Learning Based Radiomics for Glial Tumor Classification and Comparison with Volumetric Analysis

Sevcan Turk, Kaya Oguz, Mehmet Orman, Emre Caliskan, Yesim Ertan, Erkin Ozgiray, Taner Akalin, Ashok Srinivasan, Omer Kitis

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

2205.04550 2022-07-12 cs.CE 67%

A for-loop is all you need. For solving the inverse problem in the case of personalized tumor growth modeling

Ivan Ezhov, Marcel Rosier, Lucas Zimmer, Florian Kofler, Suprosanna Shit, Johannes Paetzold, Kevin Scibilia, Leon Maechler, Katharina Franitza, Tamaz Amiranashvili, Martin J. Menten, Marie Metz, Sailesh Conjeti, Benedikt Wiestler, Bjoern Menze

专题命中病理影像：medical image(abstract)；diagnosis(abstract)

2207.02712 2022-07-07 eess.IV cs.CV cs.LG 67%

Histopathology DatasetGAN: Synthesizing Large-Resolution Histopathology Datasets

S. A. Rizvi, P. Cicalese, S. V. Seshan, S. Sciascia, J. U. Becker, H. V. Nguyen

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

Comments 5 pages, 2 figures, 1 table. Submitted to IEEE SPMB conference

2207.00431 2022-07-04 cs.CV cs.LG eess.IV 67%

Stain Isolation-based Guidance for Improved Stain Translation

Nicolas Brieu, Felix J. Segerer, Ansh Kapil, Philipp Wortmann, Guenter Schmidt

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

Comments Short Paper - MIDL2022 (Medical Imaging with Deep Learning)

2206.01088 2022-06-06 eess.IV cs.CV cs.LG 67%

Machine Learning-based Lung and Colon Cancer Detection using Deep Feature Extraction and Ensemble Learning

Md. Alamin Talukder, Md. Manowarul Islam, Md Ashraf Uddin, Arnisha Akhter, Khondokar Fida Hasan, Mohammad Ali Moni

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

Comments Accepted for publication in the Special Issue of Expert Systems with Applications (IF:6.954, Cite:12.70) How to Cite: Md. Alamin Talukder, Md. Manowarul Islam, Md Ashraf Uddin, Arnisha Akhter, Khondokar Fida Hasan, Mohammad Ali Moni. "Machine Learning-based Lung and Colon Cancer Detection using Deep Feature Extraction and Ensemble Learning", Expert Systems with Applications. 2022 Jun 1

2206.01118 2022-06-03 eess.IV cs.CV cs.LG 67%

Comparing Conventional and Deep Feature Models for Classifying Fundus Photography of Hemorrhages

Tamoor Aziz, Chalie Charoenlarpnopparut, Srijidtra Mahapakulchai

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

2204.13838 2022-05-02 eess.IV cs.CV cs.LG 67%

Noise-reducing attention cross fusion learning transformer for histological image classification of osteosarcoma

Liangrui Pan, Hetian Wang, Lian Wang, Boya Ji, Mingting Liu, Mitchai Chongcheawchamnan, Jin Yuan, Shaoliang Peng

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

2204.12297 2022-04-27 cs.NE 67%

Brain Tumor Detection and Classification Using a New Evolutionary Convolutional Neural Network

Amin Abdollahi Dehkordi, Mina Hashemi, Mehdi Neshat, Seyedali Mirjalili, Ali Safaa Sadiq

专题命中病理影像：MRI(abstract)；diagnosis(abstract)

2202.09850 2022-02-22 eess.IV cs.CV cs.LG 67%

A Novel Framework for Brain Tumor Detection Based on Convolutional Variational Generative Models

Wessam M. Salama, Ahmed Shokry

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

Journal ref Multimedia Tools and Applications 2022

2202.01783 2022-02-07 eess.IV cs.CV cs.LG 67%

Oral cancer detection and interpretation: Deep multiple instance learning versus conventional deep single instance learning

Nadezhda Koriakina, Nataša Sladoje, Vladimir Bašić, Joakim Lindblad

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

2201.00458 2022-01-04 eess.IV cs.CV cs.LG 67%

Lung-Originated Tumor Segmentation from Computed Tomography Scan (LOTUS) Benchmark

Parnian Afshar, Arash Mohammadi, Konstantinos N. Plataniotis, Keyvan Farahani, Justin Kirby, Anastasia Oikonomou, Amir Asif, Leonard Wee, Andre Dekker, Xin Wu, Mohammad Ariful Haque, Shahruk Hossain, Md. Kamrul Hasan, Uday Kamal, Winston Hsu, Jhih-Yuan Lin, M. Sohel Rahman, Nabil Ibtehaz, Sh. M. Amir Foisol, Kin-Man Lam, Zhong Guang, Runze Zhang, Sumohana S. Channappayya, Shashank Gupta, Chander Dev

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

2112.13513 2021-12-28 eess.IV cs.CV cs.LG 67%

MSHT: Multi-stage Hybrid Transformer for the ROSE Image Analysis of Pancreatic Cancer

Tianyi Zhang, Yunlu Feng, Yu Zhao, Guangda Fan, Aiming Yang, Shangqin Lyu, Peng Zhang, Fan Song, Chenbin Ma, Yangyang Sun, Youdan Feng, Guanglei Zhang

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

Comments 12 pages, 10 figures

2112.03455 2021-12-08 eess.IV cs.CV cs.LG 67%

Hybrid guiding: A multi-resolution refinement approach for semantic segmentation of gigapixel histopathological images

André Pedersen, Erik Smistad, Tor V. Rise, Vibeke G. Dale, Henrik S. Pettersen, Tor-Arne S. Nordmo, David Bouget, Ingerid Reinertsen, Marit Valla

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

Comments 12 pages, 3 figures

2111.15519 2021-12-01 eess.IV cs.CV cs.LG 67%

Gram Barcodes for Histopathology Tissue Texture Retrieval

Shalev Lifshitz, Abtin Riasatian, H. R. Tizhoosh

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

2105.12564 2021-11-09 cs.CV cs.AI cs.LG eess.IV 67%

Predicting invasive ductal carcinoma using a Reinforcement Sample Learning Strategy using Deep Learning

Rushabh Patel

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

Comments Updated References

1. 病理影像 3459 篇

Pretrained Vision Models for Predicting High-Risk Breast Cancer Stage

Semi-supervised Bladder Tissue Classification in Multi-Domain Endoscopic Images

NephroNet: A Novel Program for Identifying Renal Cell Carcinoma and Generating Synthetic Training Images with Convolutional Neural Networks and Diffusion Models

What do we learn? Debunking the Myth of Unsupervised Outlier Detection

Convolutional Neural Network-Based Automatic Classification of Colorectal and Prostate Tumor Biopsies Using Multispectral Imagery: System Development Study

DeepFEL: Deep Fastfood Ensemble Learning for Histopathology Image Analysis

SynCLay: Interactive Synthesis of Histology Images from Bespoke Cellular Layouts

Dysplasia grading of colorectal polyps through CNN analysis of WSI

Incorporating intratumoral heterogeneity into weakly-supervised deep learning models via variance pooling

OpenSRH: optimizing brain tumor surgery using intraoperative stimulated Raman histology

Virtual staining of defocused autofluorescence images of unlabeled tissue using deep neural networks

Spatio-Temporal Hybrid Fusion of CAE and SWIn Transformers for Lung Cancer Malignancy Prediction

A deep learning approach for brain tumor detection using magnetic resonance imaging

Noise2SR: Learning to Denoise from Super-Resolved Single Noisy Fluorescence Image

Fast Data Driven Estimation of Cluster Number in Multiplex Images using Embedded Density Outliers

Machine Learning Based Radiomics for Glial Tumor Classification and Comparison with Volumetric Analysis

A for-loop is all you need. For solving the inverse problem in the case of personalized tumor growth modeling

Histopathology DatasetGAN: Synthesizing Large-Resolution Histopathology Datasets

Stain Isolation-based Guidance for Improved Stain Translation

Machine Learning-based Lung and Colon Cancer Detection using Deep Feature Extraction and Ensemble Learning

Comparing Conventional and Deep Feature Models for Classifying Fundus Photography of Hemorrhages

Noise-reducing attention cross fusion learning transformer for histological image classification of osteosarcoma

Brain Tumor Detection and Classification Using a New Evolutionary Convolutional Neural Network

A Novel Framework for Brain Tumor Detection Based on Convolutional Variational Generative Models

Oral cancer detection and interpretation: Deep multiple instance learning versus conventional deep single instance learning

Lung-Originated Tumor Segmentation from Computed Tomography Scan (LOTUS) Benchmark

MSHT: Multi-stage Hybrid Transformer for the ROSE Image Analysis of Pancreatic Cancer

Hybrid guiding: A multi-resolution refinement approach for semantic segmentation of gigapixel histopathological images

Gram Barcodes for Histopathology Tissue Texture Retrieval

Predicting invasive ductal carcinoma using a Reinforcement Sample Learning Strategy using Deep Learning