Towards Trustable Skin Cancer Diagnosis via Rewriting Model's Decision

2 March 2023

Siyuan Yan

Zhen Yu

Xuelin Zhang

Dwarikanath Mahapatra

Papers citing "Towards Trustable Skin Cancer Diagnosis via Rewriting Model's Decision"

24 / 24 papers shown

Title
MAKE: Multi-Aspect Knowledge-Enhanced Vision-Language Pretraining for Zero-shot Dermatological Assessment Siyuan Yan Xiaochen Li Ming Hu Yiwen Jiang Zhen Yu Zongyuan Ge MedIm VLM 36 0 0 14 May 2025
Derm1M: A Million-scale Vision-Language Dataset Aligned with Clinical Ontology Knowledge for Dermatology Siyuan Yan Ming Hu Yiwen Jiang Xiaochen Li Hao Fei P. Tschandl Harald Kittler Zongyuan Ge VLM 74 2 0 19 Mar 2025
Interactive Medical Image Analysis with Concept-based Similarity Reasoning Ta Duc Huy Sen Kim Tran Phan Nguyen Nguyen Hoang Tran Tran Bao Sam Anton Van Den Hengel Zhibin Liao Johan Verjans Minh-Son To Vu Minh Hieu Phan 55 0 0 10 Mar 2025
On-device Federated Learning in Smartphones for Detecting Depression from Reddit Posts Mustofa Ahmed Abdul Muntakim Nawrin Tabassum Mohammad Asifur Rahim Faisal Muhammad Shah FedML 36 0 0 17 Oct 2024
Self-eXplainable AI for Medical Image Analysis: A Survey and New Outlooks Junlin Hou Sicen Liu Yequan Bie Hongmei Wang Andong Tan Luyang Luo Hao Chen XAI 32 3 0 03 Oct 2024
A Novel Perspective for Multi-modal Multi-label Skin Lesion Classification Yuan Zhang Yutong Xie Hu Wang Jodie C Avery M. L. Hull Gustavo Carneiro 58 0 0 19 Sep 2024
PatchAlign:Fair and Accurate Skin Disease Image Classification by Alignment with Clinical Labels Aayushman Hemanth Gaddey Vidhi Mittal Manisha Chawla Gagan Raj Gupta 38 1 0 08 Sep 2024
Integrating Clinical Knowledge into Concept Bottleneck Models Winnie Pang Xueyi Ke Satoshi Tsutsui Bihan Wen 54 2 0 09 Jul 2024
SLIM: Spuriousness Mitigation with Minimal Human Annotations Xiwei Xuan Ziquan Deng Hsuan-Tien Lin Kwan-Liu Ma 55 2 0 08 Jul 2024
Diffusion Model Driven Test-Time Image Adaptation for Robust Skin Lesion Classification Ming Hu Siyuan Yan Peng Xia Feilong Tang Wenxue Li Peibo Duan Lin Zhang Zongyuan Ge MedIm 43 2 0 18 May 2024
Visual Evaluative AI: A Hypothesis-Driven Tool with Concept-Based Explanations and Weight of Evidence Thao Le Tim Miller Ruihan Zhang L. Sonenberg Ronal Singh 39 0 0 13 May 2024
Hierarchical Multi-Relational Graph Representation Learning for Large-Scale Prediction of Drug-Drug Interactions Mengying Jiang Guizhong Liu Yuanchao Su Weiqiang Jin Biao Zhao 25 2 0 28 Feb 2024
Investigating the Quality of DermaMNIST and Fitzpatrick17k Dermatological Image Datasets Kumar Abhishek Aditi Jain Ghassan Hamarneh 54 4 0 25 Jan 2024
MICA: Towards Explainable Skin Lesion Diagnosis via Multi-Level Image-Concept Alignment Yequan Bie Luyang Luo Hao Chen 40 15 0 16 Jan 2024
Prompt-driven Latent Domain Generalization for Medical Image Classification Siyuan Yan Chi Liu Zhen Yu Lie Ju Dwarikanath Mahapatra B. Betz‐Stablein Victoria Mar Monika Janda Peter Soyer Zongyuan Ge OOD VLM MedIm 37 7 0 05 Jan 2024
Representing visual classification as a linear combination of words Shobhit Agarwal Yevgeniy R. Semenov William Lotter 53 1 0 18 Nov 2023
NurViD: A Large Expert-Level Video Database for Nursing Procedure Activity Understanding Ming Hu Lin Wang Siyuan Yan Don Ma Qingli Ren Peng Xia Wei Feng Peibo Duan Lie Ju Zongyuan Ge 29 13 0 20 Oct 2023
Deep Learning in Breast Cancer Imaging: A Decade of Progress and Future Directions Luyang Luo Xi Wang Yi-Mou Lin Xiaoqi Ma Andong Tan R. Chan V. Vardhanabhuti W. C. Chu Kwang-Ting Cheng Hao Chen 35 51 0 13 Apr 2023
EPVT: Environment-aware Prompt Vision Transformer for Domain Generalization in Skin Lesion Recognition Siyuan Yan Chih-Chen Liu Zhen Yu Lie Ju Dwarikanath Mahapatrainst Victoria Mar Monika Janda Peter Soyer Z. Ge ViT MedIm VLM 43 9 0 04 Apr 2023
Post-hoc Concept Bottleneck Models Mert Yuksekgonul Maggie Wang James Zou 145 188 0 31 May 2022
Explainable Deep Learning Methods in Medical Image Classification: A Survey Cristiano Patrício João C. Neves Luís F. Teixeira XAI 26 53 0 10 May 2022
Disparities in Dermatology AI Performance on a Diverse, Curated Clinical Image Set Roxana Daneshjou Kailas Vodrahalli R. Novoa Melissa Jenkins Weixin Liang ... Rachna Sahasrabudhe Johan A. C. Allerup Utako Okata-Karigane James Zou A. Chiou 61 219 0 15 Mar 2022
Evaluating Deep Neural Networks Trained on Clinical Images in Dermatology with the Fitzpatrick 17k Dataset Matthew Groh Caleb Harris L. Soenksen Felix Lau Rachel Han Aerin Kim A. Koochek Omar Badri 112 184 0 20 Apr 2021
On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors Adriano Lucieri Muhammad Naseer Bajwa S. Braun M. I. Malik Andreas Dengel Sheraz Ahmed MedIm 165 64 0 05 May 2020