医学 AI

AI Age Discrepancy: A Novel Parameter for Frailty Assessment in Kidney Tumor Patients

Rikhil Seshadri, Jayant Siva, Angelica Bartholomew, Clara Goebel, Gabriel Wallerstein-King, Beatriz López Morato, Nicholas Heller, Jason Scovell, Rebecca Campbell, Andrew Wood, Michal Ozery-Flato, Vesna Barros, Maria Gabrani, Michal Rosen-Zvi, Resha Tejpaul, Vidhyalakshmi Ramesh, Nikolaos Papanikolopoulos, Subodh Regmi, Ryan Ward, Robert Abouassaly, Steven C. Campbell, Erick Remer, Christopher Weight

专题命中 病理影像 ：CT(abstract)；分类 cs.CV

Comments 10 pages, 3 figures, 2 tables

Bayesian Exploration Networks

Mattie Fellows, Brandon Kaplowitz, Christian Schroeder de Witt, Shimon Whiteson

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

Comments Typos fixed and provided clearer proof of Theorem 3.2

Efficient Pyramid Channel Attention Network for Pathological Myopia Recognition

Xiaoqing Zhang, Jilu Zhao, Yan Li, Hao Wu, Xiangtian Zhou, Jiang Liu

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

Comments 37 pages

Extracting quantitative biological information from brightfield cell images using deep learning

Saga Helgadottir, Benjamin Midtvedt, Jesús Pineda, Alan Sabirsh, Caroline B. Adiels, Stefano Romeo, Daniel Midtvedt, Giovanni Volpe

专题命中 病理影像 ：biomedical(abstract)；分类 eess.IV

Comments 12 pages, 4 figures

Saliency-guided and Patch-based Mixup for Long-tailed Skin Cancer Image Classification

Tianyunxi Wei, Yijin Huang, Li Lin, Pujin Cheng, Sirui Li, Xiaoying Tang

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

Comments IEEE ISBI2024

Predicting Lung Cancer's Metastats' Locations Using Bioclinical Model

Teddy Lazebnik, Svetlana Bunimovich-Mendrazitsky

专题命中 病理影像 ：CT(abstract)；分类 eess.IV

Impact of Speech Mode in Automatic Pathological Speech Detection

Shakeel A. Sheikh, Ina Kodrasi

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

Comments Accepted in EUSIPCO 2024

AWGUNET: Attention-Aided Wavelet Guided U-Net for Nuclei Segmentation in Histopathology Images

Ayush Roy, Payel Pramanik, Dmitrii Kaplun, Sergei Antonov, Ram Sarkar

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

System- and Sample-agnostic Isotropic 3D Microscopy by Weakly Physics-informed, Domain-shift-resistant Axial Deblurring

Jiashu Han, Kunzan Liu, Keith B. Isaacson, Kristina Monakhova, Linda G. Griffith, Sixian You

专题命中 病理影像 ：biomedical(abstract)；分类 eess.IV

Comments 27 pages, 6 figures

A Dual-branch Self-supervised Representation Learning Framework for Tumour Segmentation in Whole Slide Images

Hao Wang, Euijoon Ahn, Jinman Kim

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

A Unified Framework for Microscopy Defocus Deblur with Multi-Pyramid Transformer and Contrastive Learning

Yuelin Zhang, Pengyu Zheng, Wanquan Yan, Chengyu Fang, Shing Shin Cheng

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

Comments CVPR 2024

Wide-Field, High-Resolution Reconstruction in Computational Multi-Aperture Miniscope Using a Fourier Neural Network

Qianwan Yang, Ruipeng Guo, Guorong Hu, Yujia Xue, Yunzhe Li, Lei Tian

专题命中 病理影像 ：biomedical(abstract)；分类 eess.IV

Federated and Transfer Learning for Cancer Detection Based on Image Analysis

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

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

Mitigating annotation shift in cancer classification using single image generative models

Marta Buetas Arcas, Richard Osuala, Karim Lekadir, Oliver Díaz

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

Comments Preprint of paper accepted at SPIE IWBI 2024 Conference

mTREE: Multi-Level Text-Guided Representation End-to-End Learning for Whole Slide Image Analysis

Quan Liu, Ruining Deng, Can Cui, Tianyuan Yao, Vishwesh Nath, Yucheng Tang, Yuankai Huo

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

CAMEL2: Enhancing weakly supervised learning for histopathology images by incorporating the significance ratio

Gang Xu, Shuhao Wang, Lingyu Zhao, Xiao Chen, Tongwei Wang, Lang Wang, Zhenwei Luo, Dahan Wang, Zewen Zhang, Aijun Liu, Wei Ba, Zhigang Song, Huaiyin Shi, Dingrong Zhong, Jianpeng Ma

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

Comments 41 pages, 13 figures, published in Advanced Intelligent Systems

Heterogeneous virus classification using a functional deep learning model based on transmission electron microscopy images (Preprint)

Niloy Sikder, Md. Al-Masrur Khan, Anupam Kumar Bairagi, Mehedi Masud, Jun Jiat Tiang, Abdullah-Al Nahid

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

TransAnaNet: Transformer-based Anatomy Change Prediction Network for Head and Neck Cancer Patient Radiotherapy

Meixu Chen, Kai Wang, Michael Dohopolski, Howard Morgan, David Sher, Jing Wang

专题命中 病理影像 ：CT(abstract)；分类 cs.CV

BraTS-Path Challenge: Assessing Heterogeneous Histopathologic Brain Tumor Sub-regions

Spyridon Bakas, Siddhesh P. Thakur, Shahriar Faghani, Mana Moassefi, Ujjwal Baid, Verena Chung, Sarthak Pati, Shubham Innani, Bhakti Baheti, Jake Albrecht, Alexandros Karargyris, Hasan Kassem, MacLean P. Nasrallah, Jared T. Ahrendsen, Valeria Barresi, Maria A. Gubbiotti, Giselle Y. López, Calixto-Hope G. Lucas, Michael L. Miller, Lee A. D. Cooper, Jason T. Huse, William R. Bell

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

DeCoDEx: Confounder Detector Guidance for Improved Diffusion-based Counterfactual Explanations

Nima Fathi, Amar Kumar, Brennan Nichyporuk, Mohammad Havaei, Tal Arbel

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

Comments Accepted to Medical Imaging with Deep Learning (MIDL) 2024

IHC Matters: Incorporating IHC analysis to H&E Whole Slide Image Analysis for Improved Cancer Grading via Two-stage Multimodal Bilinear Pooling Fusion

Jun Wang, Yu Mao, Yufei Cui, Nan Guan, Chun Jason Xue

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

Frequency-Time Diffusion with Neural Cellular Automata

John Kalkhof, Arlene Kühn, Yannik Frisch, Anirban Mukhopadhyay

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

ResSurv: Cancer Survival Analysis Prediction Model Based on Residual Networks

Wankang Zhai

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

Comments 7pages, 7figures

An Attention Based Pipeline for Identifying Pre-Cancer Lesions in Head and Neck Clinical Images

Abdullah Alsalemi, Anza Shakeel, Mollie Clark, Syed Ali Khurram, Shan E Ahmed Raza

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

Comments 5 pages, 3 figures, accepted in ISBI 2024, update: corrected typos

SynCellFactory: Generative Data Augmentation for Cell Tracking

Moritz Sturm, Lorenzo Cerrone, Fred A. Hamprecht

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

MAProtoNet: A Multi-scale Attentive Interpretable Prototypical Part Network for 3D Magnetic Resonance Imaging Brain Tumor Classification

Binghua Li, Jie Mao, Zhe Sun, Chao Li, Qibin Zhao, Toshihisa Tanaka

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

Finding Regions of Interest in Whole Slide Images Using Multiple Instance Learning

Martim Afonso, Praphulla M. S. Bhawsar, Monjoy Saha, Jonas S. Almeida, Arlindo L. Oliveira

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

Multi-head Attention-based Deep Multiple Instance Learning

Hassan Keshvarikhojasteh, Josien Pluim, Mitko Veta

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

Focused Active Learning for Histopathological Image Classification

Arne Schmidt, Pablo Morales-Álvarez, Lee A. D. Cooper, Lee A. Newberg, Andinet Enquobahrie, Aggelos K. Katsaggelos, Rafael Molina

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

EventLFM: Event Camera integrated Fourier Light Field Microscopy for Ultrafast 3D imaging

Ruipeng Guo, Qianwan Yang, Andrew S. Chang, Guorong Hu, Joseph Greene, Christopher V. Gabel, Sixian You, Lei Tian

专题命中 病理影像 ：biomedical(abstract)；分类 eess.IV