医学 AI

PriorPath: Coarse-To-Fine Approach for Controlled De-Novo Pathology Semantic Masks Generation

Nati Daniel, May Nathan, Eden Azeroual, Yael Fisher, Yonatan Savir

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

Quantity versus Diversity: Influence of Data on Detecting EEG Pathology with Advanced ML Models

Martyna Poziomska, Marian Dovgialo, Przemysław Olbratowski, Paweł Niedbalski, Paweł Ogniewski, Joanna Zych, Jacek Rogala, Jarosław Żygierewicz

专题命中 病理影像 ：pathology(title,abstract)；分类 cs.LG、eess.SP

Comments 20 pages, 17 figures

Comparative Analysis of Diffusion Generative Models in Computational Pathology

Denisha Thakkar, Vincent Quoc-Huy Trinh, Sonal Varma, Samira Ebrahimi Kahou, Hassan Rivaz, Mahdi S. Hosseini

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

Comments Submitted paper under review

HistoEncoder: a digital pathology foundation model for prostate cancer

Joona Pohjonen, Abderrahim-Oussama Batouche, Antti Rannikko, Kevin Sandeman, Andrew Erickson, Esa Pitkanen, Tuomas Mirtti

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

Efficient Self-Supervised Barlow Twins from Limited Tissue Slide Cohorts for Colonic Pathology Diagnostics

Cassandre Notton, Vasudev Sharma, Vincent Quoc-Huy Trinh, Lina Chen, Minqi Xu, Sonal Varma, Mahdi S. Hosseini

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

Comments Submission Under Review

Semi-Supervised Contrastive VAE for Disentanglement of Digital Pathology Images

Mahmudul Hasan, Xiaoling Hu, Shahira Abousamra, Prateek Prasanna, Joel Saltz, Chao Chen

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

A New Era in Computational Pathology: A Survey on Foundation and Vision-Language Models

Dibaloke Chanda, Milan Aryal, Nasim Yahya Soltani, Masoud Ganji

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

Comments 20 pages, 19 figures and 9 tables

Segmentation by Factorization: Unsupervised Semantic Segmentation for Pathology by Factorizing Foundation Model Features

Jacob Gildenblat, Ofir Hadar

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

A Short Survey on Set-Based Aggregation Techniques for Single-Vector WSI Representation in Digital Pathology

S. Hemati, Krishna R. Kalari, H. R. Tizhoosh

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

Foundational Models for Pathology and Endoscopy Images: Application for Gastric Inflammation

Hamideh Kerdegari, Kyle Higgins, Dennis Veselkov, Ivan Laponogov, Inese Polaka, Miguel Coimbra, Junior Andrea Pescino, Marcis Leja, Mario Dinis-Ribeiro, Tania Fleitas Kanonnikoff, Kirill Veselkov

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

EXAONEPath 1.0 Patch-level Foundation Model for Pathology

Juseung Yun, Yi Hu, Jinhyung Kim, Jongseong Jang, Soonyoung Lee

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

Comments License updated

Hibou: A Family of Foundational Vision Transformers for Pathology

Dmitry Nechaev, Alexey Pchelnikov, Ekaterina Ivanova

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

Multistain Pretraining for Slide Representation Learning in Pathology

Guillaume Jaume, Anurag Vaidya, Andrew Zhang, Andrew H. Song, Richard J. Chen, Sharifa Sahai, Dandan Mo, Emilio Madrigal, Long Phi Le, Faisal Mahmood

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

Comments ECCV'24

Robot-Enabled Machine Learning-Based Diagnosis of Gastric Cancer Polyps Using Partial Surface Tactile Imaging

Siddhartha Kapuria, Jeff Bonyun, Yash Kulkarni, Naruhiko Ikoma, Sandeep Chinchali, Farshid Alambeigi

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

Are We Ready for Out-of-Distribution Detection in Digital Pathology?

Ji-Hun Oh, Kianoush Falahkheirkhah, Rohit Bhargava

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

GPC: Generative and General Pathology Image Classifier

Anh Tien Nguyen, Jin Tae Kwak

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

Comments MICCAI-MedAGI 2023 (Best Paper Honorable Mention)

CAMP: Continuous and Adaptive Learning Model in Pathology

Anh Tien Nguyen, Keunho Byeon, Kyungeun Kim, Boram Song, Seoung Wan Chae, Jin Tae Kwak

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

Comments Under review

DIOR-ViT: Differential Ordinal Learning Vision Transformer for Cancer Classification in Pathology Images

Ju Cheon Lee, Keunho Byeon, Boram Song, Kyungeun Kim, Jin Tae Kwak

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

A Clinical Benchmark of Public Self-Supervised Pathology Foundation Models

Gabriele Campanella, Shengjia Chen, Ruchika Verma, Jennifer Zeng, Aryeh Stock, Matt Croken, Brandon Veremis, Abdulkadir Elmas, Kuan-lin Huang, Ricky Kwan, Jane Houldsworth, Adam J. Schoenfeld, Chad Vanderbilt

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

Comments arXiv admin note: text overlap with arXiv:2310.07033

BrainMetDetect: Predicting Primary Tumor from Brain Metastasis MRI Data Using Radiomic Features and Machine Learning Algorithms

Hamidreza Sadeghsalehi

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

Unsupervised Latent Stain Adaptation for Computational Pathology

Daniel Reisenbüchler, Lucas Luttner, Nadine S. Schaadt, Friedrich Feuerhake, Dorit Merhof

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

Comments Accepted MICCAI2024

Characterizing the Interpretability of Attention Maps in Digital Pathology

Tomé Albuquerque, Anil Yüce, Markus D. Herrmann, Alvaro Gomariz

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

Benchmarking Pathology Feature Extractors for Whole Slide Image Classification

Georg Wölflein, Dyke Ferber, Asier R. Meneghetti, Omar S. M. El Nahhas, Daniel Truhn, Zunamys I. Carrero, David J. Harrison, Ognjen Arandjelović, Jakob Nikolas Kather

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

Comments For the conference version see: arXiv:2311.11772v4. For the longer journal version with additional experiments see arXiv:2311.11772v5

Advancing Histopathology-Based Breast Cancer Diagnosis: Insights into Multi-Modality and Explainability

Faseela Abdullakutty, Younes Akbari, Somaya Al-Maadeed, Ahmed Bouridane, Rifat Hamoudi

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

Comments 31 pages including references

Adaptive Sampling of k-Space in Magnetic Resonance for Rapid Pathology Prediction

Chen-Yu Yen, Raghav Singhal, Umang Sharma, Rajesh Ranganath, Sumit Chopra, Lerrel Pinto

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

Comments ICML 2024. Project website at https://adaptive-sampling-mr.github.io

Beyond Multiple Instance Learning: Full Resolution All-In-Memory End-To-End Pathology Slide Modeling

Gabriele Campanella, Eugene Fluder, Jennifer Zeng, Chad Vanderbilt, Thomas J. Fuchs

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

Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology

Andrew H. Song, Richard J. Chen, Tong Ding, Drew F. K. Williamson, Guillaume Jaume, Faisal Mahmood

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

Comments CVPR 2024

Improving Breast Cancer Grade Prediction with Multiparametric MRI Created Using Optimized Synthetic Correlated Diffusion Imaging

Chi-en Amy Tai, Alexander Wong

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

Integrating multiscale topology in digital pathology with pyramidal graph convolutional networks

Victor Ibañez, Przemyslaw Szostak, Quincy Wong, Konstanty Korski, Samaneh Abbasi-Sureshjani, Alvaro Gomariz

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

Reducing self-supervised learning complexity improves weakly-supervised classification performance in computational pathology

Tim Lenz, Omar S. M. El Nahhas, Marta Ligero, Jakob Nikolas Kather

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

Comments Submitted to MICCAI 2024