医学 AI

Towards Computation- and Communication-efficient Computational Pathology

Chu Han, Bingchao Zhao, Jiatai Lin, Shanshan Lyu, Longfei Wang, Tianpeng Deng, Cheng Lu, Changhong Liang, Hannah Y. Wen, Xiaojing Guo, Zhenwei Shi, Zaiyi Liu

机构 * Guangdong Provincial Key Laboratory of Artificial Intelligence in Medical Image Analysis and Application（广东省人工智能在医学影像分析与应用重点实验室） ； Guangdong Provincial People’s Hospital (Guangdong Academy of Medical Sciences)（广东省人民医院（广东省医学科学院）） ； Southern Medical University（南方医科大学） 纠错

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

A Survey of Pathology Foundation Model: Progress and Future Directions

Conghao Xiong, Hao Chen, Joseph J. Y. Sung

机构 * Department of Computer Science and Engineering, The Chinese University of Hong Kong（香港中文大学计算机科学与工程系） ； Department of Computer Science and Engineering and Department of Chemical and Biological Engineering, The Hong Kong University of Science and Technology（香港理工大学计算机科学与工程系和化学及生物工程系） ； Lee Kong Chian School of Medicine, Nanyang Technological University（南洋理工大学李科钦医学院） 纠错

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

Comments Accepted to IJCAI 2025 Survey Track, 10 Pages

HISTAI: An Open-Source, Large-Scale Whole Slide Image Dataset for Computational Pathology

Dmitry Nechaev, Alexey Pchelnikov, Ekaterina Ivanova

机构 * HistAI 纠错

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

A Spatially-Aware Multiple Instance Learning Framework for Digital Pathology

Hassan Keshvarikhojasteh, Mihail Tifrea, Sibylle Hess, Josien P. W. Pluim, Mitko Veta

机构 * Department of Biomedical Engineering, Eindhoven University of Technology（生物医学工程系，埃因霍温理工大学） ； Mathematics and Computer Science Department, Eindhoven University of Technology（数学与计算机科学系，埃因霍温理工大学） 纠错

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

Autonomous AI for Multi-Pathology Detection in Chest X-Rays: A Multi-Site Study in the Indian Healthcare System

Bargava Subramanian, Shajeev Jaikumar, Praveen Shastry, Naveen Kumarasami, Kalyan Sivasailam, Anandakumar D, Keerthana R, Mounigasri M, Kishore Prasath Venkatesh

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

Comments 27 pages , 8 figures

Patch Stitching Data Augmentation for Cancer Classification in Pathology Images

Jiamu Wang, Chang-Su Kim, Jin Tae Kwak

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

Learning biologically relevant features in a pathology foundation model using sparse autoencoders

Nhat Minh Le, Ciyue Shen, Neel Patel, Chintan Shah, Darpan Sanghavi, Blake Martin, Alfred Eng, Daniel Shenker, Harshith Padigela, Raymond Biju, Syed Ashar Javed, Jennifer Hipp, John Abel, Harsha Pokkalla, Sean Grullon, Dinkar Juyal

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

Continual Domain Incremental Learning for Privacy-aware Digital Pathology

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

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

Comments Accepted in MICCAI 2024

MMFusion: Multi-modality Diffusion Model for Lymph Node Metastasis Diagnosis in Esophageal Cancer

Chengyu Wu, Chengkai Wang, Yaqi Wang, Huiyu Zhou, Yatao Zhang, Qifeng Wang, Shuai Wang

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

Comments Early accepted to MICCAI 2024 (6/6/5)

PLUTO: Pathology-Universal Transformer

Dinkar Juyal, Harshith Padigela, Chintan Shah, Daniel Shenker, Natalia Harguindeguy, Yi Liu, Blake Martin, Yibo Zhang, Michael Nercessian, Miles Markey, Isaac Finberg, Kelsey Luu, Daniel Borders, Syed Ashar Javed, Emma Krause, Raymond Biju, Aashish Sood, Allen Ma, Jackson Nyman, John Shamshoian, Guillaume Chhor, Darpan Sanghavi, Marc Thibault, Limin Yu, Fedaa Najdawi, Jennifer A. Hipp, Darren Fahy, Benjamin Glass, Eric Walk, John Abel, Harsha Pokkalla, Andrew H. Beck, Sean Grullon

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

Towards Large-Scale Training of Pathology Foundation Models

kaiko. ai, Nanne Aben, Edwin D. de Jong, Ioannis Gatopoulos, Nicolas Känzig, Mikhail Karasikov, Axel Lagré, Roman Moser, Joost van Doorn, Fei Tang

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

Comparative Evaluation of Transfer Learning for Classification of Brain Tumor Using MRI

Abu Kaisar Mohammad Masum, Nusrat Badhon, S. M. Saiful Islam Badhon, Nushrat Jahan Ria, Sheikh Abujar, Muntaser Mansur Syed, Naveed Mahmud

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

Comments 6 pages, 2 figures, To Appear at IEEE ICMLA 2023, FL, USA

ERCPMP: An Endoscopic Image and Video Dataset for Colorectal Polyps Morphology and Pathology

Mojgan Forootan, Mohsen Rajabnia, Ahmad R Mafi, Hamed Azhdari Tehrani, Erfan Ghadirzadeh, Mahziar Setayeshfar, Zahra Ghaffari, Mohammad Tashakoripour, Mohammad Reza Zali, Hamidreza Bolhasani

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

Segment Anything Model (SAM) for Digital Pathology: Assess Zero-shot Segmentation on Whole Slide Imaging

Ruining Deng, Can Cui, Quan Liu, Tianyuan Yao, Lucas W. Remedios, Shunxing Bao, Bennett A. Landman, Lee E. Wheless, Lori A. Coburn, Keith T. Wilson, Yaohong Wang, Shilin Zhao, Agnes B. Fogo, Haichun Yang, Yucheng Tang, Yuankai Huo

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

Topology-Guided Multi-Class Cell Context Generation for Digital Pathology

Shahira Abousamra, Rajarsi Gupta, Tahsin Kurc, Dimitris Samaras, Joel Saltz, Chao Chen

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

Comments To be published in proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2023

Hierarchical discriminative learning improves visual representations of biomedical microscopy

Cheng Jiang, Xinhai Hou, Akhil Kondepudi, Asadur Chowdury, Christian W. Freudiger, Daniel A. Orringer, Honglak Lee, Todd C. Hollon

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

Comments CVPR 2023. Project page: https://hidisc.mlins.org

Additive MIL: Intrinsically Interpretable Multiple Instance Learning for Pathology

Syed Ashar Javed, Dinkar Juyal, Harshith Padigela, Amaro Taylor-Weiner, Limin Yu, Aaditya Prakash

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

Hospital-Agnostic Image Representation Learning in Digital Pathology

Milad Sikaroudi, Shahryar Rahnamayan, H. R. Tizhoosh

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

Comments Accepted for presentation at the 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'22)

Automatic Fine-grained Glomerular Lesion Recognition in Kidney Pathology

Yang Nan, Fengyi Li, Peng Tang, Guyue Zhang, Caihong Zeng, Guotong Xie, Zhihong Liu, Guang Yang

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

Comments 33 pages, 6 figures, accepted by the Pattern Recognition journal

HistoKT: Cross Knowledge Transfer in Computational Pathology

Ryan Zhang, Jiadai Zhu, Stephen Yang, Mahdi S. Hosseini, Angelo Genovese, Lina Chen, Corwyn Rowsell, Savvas Damaskinos, Sonal Varma, Konstantinos N. Plataniotis

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

Comments Accepted in ICASSP2022

One-Pixel Attack Deceives Computer-Assisted Diagnosis of Cancer

Joni Korpihalkola, Tuomo Sipola, Samir Puuska, Tero Kokkonen

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

Journal ref 2021 4th International Conference on Signal Processing and Machine Learning (SPML 2021) (2021) 100-106

A Pathology Deep Learning System Capable of Triage of Melanoma Specimens Utilizing Dermatopathologist Consensus as Ground Truth

Sivaramakrishnan Sankarapandian, Saul Kohn, Vaughn Spurrier, Sean Grullon, Rajath E. Soans, Kameswari D. Ayyagari, Ramachandra V. Chamarthi, Kiran Motaparthi, Jason B. Lee, Wonwoo Shon, Michael Bonham, Julianna D. Ianni

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

Comments Accepted at ICCV 2021 CDpath workshop

Self-Supervised Representation Learning using Visual Field Expansion on Digital Pathology

Joseph Boyd, Mykola Liashuha, Eric Deutsch, Nikos Paragios, Stergios Christodoulidis, Maria Vakalopoulou

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

SISE-PC: Semi-supervised Image Subsampling for Explainable Pathology

Sohini Roychowdhury, Kwok Sun Tang, Mohith Ashok, Anoop Sanka

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

Comments 4 pages, 6 images, 2 tables, submitted to IEEE EMBC 2021

MAVIDH Score: A COVID-19 Severity Scoring using Chest X-Ray Pathology Features

Douglas P. S. Gomes, Michael J. Horry, Anwaar Ulhaq, Manoranjan Paul, Subrata Chakraborty, Manash Saha, Tanmoy Debnath, D. M. Motiur Rahaman

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

Semi-Supervised Noisy Student Pre-training on EfficientNet Architectures for Plant Pathology Classification

Sedrick Scott Keh

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

Modeling the Biological Pathology Continuum with HSIC-regularized Wasserstein Auto-encoders

Denny Wu, Hirofumi Kobayashi, Charles Ding, Lei Cheng, Keisuke Goda Marzyeh Ghassemi

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

Rotation Equivariant CNNs for Digital Pathology

Bastiaan S. Veeling, Jasper Linmans, Jim Winkens, Taco Cohen, Max Welling

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

Comments To be presented at MICCAI 2018. Implementations of equivariant layers available at https://github.com/basveeling/keras_gcnn . PCam details and data at https://github.com/basveeling/pcam

An ANN-based Method for Detecting Vocal Fold Pathology

Vahid Majidnezhad, Igor Kheidorov

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

Comments 4 pages, 3 figures, Published with International Journal of Computer Applications (IJCA)

Journal ref International Journal of Computer Applications 62(7):1-4, January 2013

ProsRegNet: A Deep Learning Framework for Registration of MRI and Histopathology Images of the Prostate

Wei Shao, Linda Banh, Christian A. Kunder, Richard E. Fan, Simon J. C. Soerensen, Jeffrey B. Wang, Nikola C. Teslovich, Nikhil Madhuripan, Anugayathri Jawahar, Pejman Ghanouni, James D. Brooks, Geoffrey A. Sonn, Mirabela Rusu

专题命中 病理影像 ：MRI(title,abstract)；diagnosis(abstract)；分类 eess.IV；medical image(comments)

Comments Accepted to Medical Image Analysis (MedIA)