Image de couverture de livre

Adaptive Conformal Prediction for Reliable and Explainable Medical Image Classification

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Octadion, One, Yudistira, Novanto, Muflikhah, Lailil
Format:	Preprint
Publié:	2026
Sujets:	Computer Vision and Pattern Recognition Machine Learning
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Towards Adaptive Fusion of Multimodal Deep Networks for Human Action Recognition
par: Yudistira, Novanto
Publié: (2025)

Hybrid of DiffStride and Spectral Pooling in Convolutional Neural Networks
par: Rafif, Sulthan, et autres
Publié: (2024)

Pitfalls of Conformal Predictions for Medical Image Classification
par: Mehrtens, Hendrik, et autres
Publié: (2025)

Efficient Object Detection of Marine Debris using Pruned YOLO Model
par: Aryaza, Abi, et autres
Publié: (2025)

SparseSwin: Swin Transformer with Sparse Transformer Block
par: Pinasthika, Krisna, et autres
Publié: (2023)

Input-Adaptive Visual Preprocessing for Efficient Fast Vision-Language Model Inference
par: Cahyani, Putu Indah Githa, et autres
Publié: (2025)

ASVRI-Legal: Fine-Tuning LLMs with Retrieval Augmented Generation for Enhanced Legal Regulation
par: Octadion, One, et autres
Publié: (2025)

CADS: Conformal Adaptive Decision System for Cost-Efficient Image Classification
par: Mikael, Turkoglu, et autres
Publié: (2026)

Aligning Human Knowledge with Visual Concepts Towards Explainable Medical Image Classification
par: Gao, Yunhe, et autres
Publié: (2024)

Mediffusion: Joint Diffusion for Self-Explainable Semi-Supervised Classification and Medical Image Generation
par: Kaleta, Joanna, et autres
Publié: (2024)

Improving Robustness and Reliability in Medical Image Classification with Latent-Guided Diffusion and Nested-Ensembles
par: Shen, Xing, et autres
Publié: (2023)

A Parameterized Generative Adversarial Network Using Cyclic Projection for Explainable Medical Image Classification
par: Xiong, Xiangyu, et autres
Publié: (2023)

Conformal Prediction for Long-Tailed Classification
par: Ding, Tiffany, et autres
Publié: (2025)

Training-Free Disentangled Text-Guided Image Editing via Sparse Latent Constraints
par: Shabrina, Mutiara, et autres
Publié: (2025)

Generalizable and Explainable Deep Learning for Medical Image Computing: An Overview
par: Chaddad, Ahmad, et autres
Publié: (2025)

Conformal Prediction for Image Segmentation Using Morphological Prediction Sets
par: Mossina, Luca, et autres
Publié: (2025)

IndoHerb: Indonesia Medicinal Plants Recognition using Transfer Learning and Deep Learning
par: Musyaffa, Muhammad Salman Ikrar, et autres
Publié: (2023)

Aerial Image Classification in Scarce and Unconstrained Environments via Conformal Prediction
par: Pourkamali-Anaraki, Farhad
Publié: (2025)

Adaptive Knowledge Distillation for Classification of Hand Images using Explainable Vision Transformers
par: Nguyen, Thanh Thi, et autres
Publié: (2024)

Domain-Adaptive Pre-training of Self-Supervised Foundation Models for Medical Image Classification in Gastrointestinal Endoscopy
par: Roth, Marcel, et autres
Publié: (2024)

Post-hoc Selective Classification for Reliable Synthetic Image Detection
par: Zheng, Kaixiang, et autres
Publié: (2026)

Adaptive Bounding Box Uncertainties via Two-Step Conformal Prediction
par: Timans, Alexander, et autres
Publié: (2024)

Towards Robust Ferrous Scrap Material Classification with Deep Learning and Conformal Prediction
par: Santos, Paulo Henrique dos, et autres
Publié: (2024)

Conditional Diffusion Models are Medical Image Classifiers that Provide Explainability and Uncertainty for Free
par: Favero, Gian Mario, et autres
Publié: (2025)

Controlling False Positives in Image Segmentation via Conformal Prediction
par: Mossina, Luca, et autres
Publié: (2025)

Neuron Incidence Redistribution for Fairness in Medical Image Classification
par: Shoby, Abin, et autres
Publié: (2026)

Dual-Channel Reliable Breast Ultrasound Image Classification Based on Explainable Attribution and Uncertainty Quantification
par: Lei, Shuge, et autres
Publié: (2024)

Class Adaptive Conformal Training
par: Marani, Badr-Eddine, et autres
Publié: (2026)

MedicalPatchNet: A Patch-Based Self-Explainable AI Architecture for Chest X-ray Classification
par: Wienholt, Patrick, et autres
Publié: (2025)

Conformal Semantic Image Segmentation: Post-hoc Quantification of Predictive Uncertainty
par: Mossina, Luca, et autres
Publié: (2024)

WQLCP: Weighted Adaptive Conformal Prediction for Robust Uncertainty Quantification Under Distribution Shifts
par: Alijani, Shadi, et autres
Publié: (2025)

Multi-Scale Transformer Architecture for Accurate Medical Image Classification
par: Hu, Jiacheng, et autres
Publié: (2025)

Dynamic Perturbation-Adaptive Adversarial Training on Medical Image Classification
par: Li, Shuai, et autres
Publié: (2024)

MIAFEx: An Attention-based Feature Extraction Method for Medical Image Classification
par: Ramos-Soto, Oscar, et autres
Publié: (2025)

AGGRNet: Selective Feature Extraction and Aggregation for Enhanced Medical Image Classification
par: Makwe, Ansh, et autres
Publié: (2025)

Towards a Transparent and Interpretable AI Model for Medical Image Classifications
par: Wen, Binbin, et autres
Publié: (2025)

Counterfactual Explanations for Medical Image Classification and Regression using Diffusion Autoencoder
par: Atad, Matan, et autres
Publié: (2024)

The Penalized Inverse Probability Measure for Conformal Classification
par: Melki, Paul, et autres
Publié: (2024)

Explainable Artificial Intelligence for Medical Applications: A Review
par: Sun, Qiyang, et autres
Publié: (2024)

Which Client is Reliable?: A Reliable and Personalized Prompt-based Federated Learning for Medical Image Question Answering
par: Zhu, He, et autres
Publié: (2024)