Quilt-1M: One Million Image-Text Pairs for Histopathology

20 June 2023

Wisdom O. Ikezogwo

M. S. Seyfioglu

Fatemeh Ghezloo

Dylan Stefan Chan Geva

Fatwir Sheikh Mohammed

Papers citing "Quilt-1M: One Million Image-Text Pairs for Histopathology"

26 / 76 papers shown

Title
Pathology-knowledge Enhanced Multi-instance Prompt Learning for Few-shot Whole Slide Image Classification Linhao Qu Dingkang Yang Dan Huang Qinhao Guo Rongkui Luo Shaoting Zhang Xiaosong Wang VLM 47 6 0 15 Jul 2024
Pan-cancer Histopathology WSI Pre-training with Position-aware Masked Autoencoder Kun-Hsuan Wu Zhiguo Jiang Kunming Tang Jun Shi Fengying Xie Wei Wang Haibo Wu Yushan Zheng 28 1 0 10 Jul 2024
PathGen-1.6M: 1.6 Million Pathology Image-text Pairs Generation through Multi-agent Collaboration Yuxuan Sun Yunlong Zhang Yixuan Si Chenglu Zhu Zhongyi Shui Kai Zhang Jingxiong Li Xingheng Lyu Tao Lin Lin Yang LM&MA VLM MedIm 33 9 0 28 Jun 2024
PathAlign: A vision-language model for whole slide images in histopathology Faruk Ahmed Andrew Sellergren Lin Yang Shawn Xu Boris Babenko ... S. Shetty Daniel Golden Yun-hui Liu David F. Steiner Ellery Wulczyn LM&MA VLM 36 14 0 27 Jun 2024
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery Yu Zhang Xiusi Chen Bowen Jin Sheng Wang Shuiwang Ji Wei Wang Jiawei Han 42 27 0 16 Jun 2024
Benchmarking Vision-Language Contrastive Methods for Medical Representation Learning Shuvendu Roy Yasaman Parhizkar Franklin Ogidi Vahid Reza Khazaie Michael Colacci Ali Etemad Elham Dolatabadi Arash Afkanpour VLM 44 1 0 11 Jun 2024
STimage-1K4M: A histopathology image-gene expression dataset for spatial transcriptomics Jiawen Chen Muqing Zhou Wenrong Wu Jinwei Zhang Yun Li Didong Li 30 6 0 10 Jun 2024
CLIBD: Bridging Vision and Genomics for Biodiversity Monitoring at Scale ZeMing Gong Austin T. Wang Joakim Bruslund Haurum Scott C. Lowe Graham W. Taylor Angel X. Chang Angel X. Chang 39 5 0 27 May 2024
Knowledge-enhanced Visual-Language Pretraining for Computational Pathology Xiao Zhou Xiaoman Zhang Chaoyi Wu Ya-Qin Zhang Weidi Xie Yanfeng Wang VLM 29 6 0 15 Apr 2024
Model-based Cleaning of the QUILT-1M Pathology Dataset for Text-Conditional Image Synthesis Marc Aubreville J. Ganz Jonas Ammeling C. Kaltenecker C. Bertram 16 3 0 11 Apr 2024
Foundation Model for Advancing Healthcare: Challenges, Opportunities, and Future Directions Yuting He Fuxiang Huang Xinrui Jiang Yuxiang Nie Minghao Wang Jiguang Wang Hao Chen LM&MA AI4CE 71 27 0 04 Apr 2024
BIMCV-R: A Landmark Dataset for 3D CT Text-Image Retrieval Yinda Chen Che Liu Xiaoyu Liu Rossella Arcucci Zhiwei Xiong 53 14 0 24 Mar 2024
Hierarchical Text-to-Vision Self Supervised Alignment for Improved Histopathology Representation Learning Hasindri Watawana Kanchana Ranasinghe Tariq Mahmood Muzammal Naseer Salman Khan Fahad Shahbaz Khan SSL 38 3 0 21 Mar 2024
Mind the Modality Gap: Towards a Remote Sensing Vision-Language Model via Cross-modal Alignment Angelos Zavras Dimitrios Michail Begum Demir Ioannis Papoutsis VLM 27 11 0 15 Feb 2024
PathMMU: A Massive Multimodal Expert-Level Benchmark for Understanding and Reasoning in Pathology Yuxuan Sun Hao Wu Chenglu Zhu Sunyi Zheng Qizi Chen ... Mengyue Zheng Jingxiong Li Xinheng Lyu Tao Lin Lin Yang LM&MA 24 10 0 29 Jan 2024
Data-Centric Foundation Models in Computational Healthcare: A Survey Yunkun Zhang Jin Gao Zheling Tan Lingfeng Zhou Kexin Ding Mu Zhou Shaoting Zhang Dequan Wang AI4CE 23 22 0 04 Jan 2024
A Foundational Multimodal Vision Language AI Assistant for Human Pathology Ming Y. Lu Bowen Chen Drew F. K. Williamson Richard J. Chen Kenji Ikamura ... Ivy Liang L. Le Tong Ding Anil V. Parwani Faisal Mahmood MedIm LM&MA 26 20 0 13 Dec 2023
CLIP in Medical Imaging: A Comprehensive Survey Zihao Zhao Yuxiao Liu Han Wu Yonghao Li Sheng Wang L. Teng Disheng Liu Zhiming Cui Qian Wang Dinggang Shen CLIP MedIm LM&MA VLM 25 43 0 12 Dec 2023
Learned representation-guided diffusion models for large-image generation Alexandros Graikos Srikar Yellapragada Minh-Quan Le S. Kapse Prateek Prasanna Joel H. Saltz Dimitris Samaras DiffM 27 26 0 12 Dec 2023
Medical Vision Language Pretraining: A survey Prashant Shrestha Sanskar Amgain Bidur Khanal Cristian A. Linte Binod Bhattarai VLM 32 14 0 11 Dec 2023
Quilt-LLaVA: Visual Instruction Tuning by Extracting Localized Narratives from Open-Source Histopathology Videos M. S. Seyfioglu Wisdom O. Ikezogwo Fatemeh Ghezloo Ranjay Krishna Linda G. Shapiro 30 33 0 07 Dec 2023
BioCLIP: A Vision Foundation Model for the Tree of Life Samuel Stevens Jiaman Wu Matthew J Thompson Elizabeth G Campolongo Chan Hee Song ... Wasila M Dahdul Charles V. Stewart Tanya Berger-Wolf Wei-Lun Chao Yu-Chuan Su 33 62 0 30 Nov 2023
Towards Natural Language-Guided Drones: GeoText-1652 Benchmark with Spatial Relation Matching Meng Chu Zhedong Zheng Wei Ji Tingyu Wang Tat-Seng Chua 21 9 0 21 Nov 2023
Virchow: A Million-Slide Digital Pathology Foundation Model Eugene Vorontsov Alican Bozkurt Adam Casson George Shaikovski Michal Zelechowski ... Razik Yousfi Christopher Kanan David Klimstra B. Rothrock Thomas J. Fuchs MedIm 11 81 0 14 Sep 2023
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 307 4,077 0 24 May 2022
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 308 5,773 0 29 Apr 2021