Training foundational medical imaging models using multi-task learning.
☆56May 7, 2026Updated 2 weeks ago
Alternatives and similar repositories for MedicalMultitaskModeling
Users that are interested in MedicalMultitaskModeling are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆18Mar 30, 2025Updated last year
- ☆16Jul 8, 2024Updated last year
- [Nature Machine Intelligence 2024] Code and evaluation repository for the paper☆132Mar 5, 2025Updated last year
- ☆37Oct 11, 2024Updated last year
- PrePATH: A parallel toolkit for Preprocessing WSI☆47Mar 27, 2026Updated last month
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Repository for Hierarchical Attention-Guided Multiple Instance Learning☆25Oct 11, 2023Updated 2 years ago
- Code for the First Place Solution in OCELOT 2023: Cell Detection from Cell-Tissue Interaction☆11Sep 11, 2023Updated 2 years ago
- [MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis☆31Sep 14, 2024Updated last year
- A transformer-based weakly supervised computational pathology method for clinical-grade diagnosis and molecular state revelation of gliom…☆39Dec 11, 2024Updated last year
- [CVPR 2024] Self-Supervised Vision Mamba for Histopathology Images☆61Jul 23, 2025Updated 10 months ago
- ☆11Jul 21, 2023Updated 2 years ago
- Deep Learning for Automatic Differential Diagnosis of Primary Central Nervous System Lymphoma and Glioblastoma: Multi-parametric MRI base…☆14Mar 20, 2021Updated 5 years ago
- [npj Digital Medicine'24] Aligning Knowledge Concepts to Whole Slide Images for Precise Histopathology Image Analysis☆34Jan 7, 2025Updated last year
- [NeurIPS 2025] Few-Shot Learning from Gigapixel Images via Hierarchical Vision-Language Alignment and Modeling☆27Updated this week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A Comprehensive Evaluation of Histopathology Foundation Models for Ovarian Cancer Subtype Classification☆16Jan 31, 2025Updated last year
- Multimodal deep learning to predict distant recurrence-free probability from digitized H&E tumour slide and tumour stage.☆44Dec 16, 2024Updated last year
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆65Nov 29, 2024Updated last year
- The official repo of "A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model"☆51May 1, 2026Updated 3 weeks ago
- [ICCV 2023 Oral, IJCV 2025] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆96Jan 7, 2026Updated 4 months ago
- SEGmentation using Graphs with Inexact aNd Incomplete labels☆21Mar 25, 2022Updated 4 years ago
- Deep learning-based multimodal integration of histology and genomics to improves cancer origin prediction☆28Mar 28, 2023Updated 3 years ago
- Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification (IEEE TMI 2024)☆68Mar 17, 2025Updated last year
- Official code of the paper ORacle: Large Vision-Language Models for Knowledge-Guided Holistic OR Domain Modeling accepted at MICCAI 2024.☆24Jan 6, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆46Apr 12, 2023Updated 3 years ago
- Iteratively Coupled Multiple Instance Learning☆23Nov 28, 2024Updated last year
- SlideChat: A Large Vision-Language Assistant for Whole-Slide Pathology Image Understanding☆115Apr 2, 2026Updated last month
- Source code for my blog post tutorial about how to use deep learning on MR images.☆20Jan 12, 2024Updated 2 years ago
- Convert the TotalSegmentator dataset into the nnUNet format☆20Aug 1, 2023Updated 2 years ago
- ☆128May 8, 2024Updated 2 years ago
- ☆44Jun 13, 2024Updated last year
- ☆15Oct 24, 2025Updated 7 months ago
- Integrating Multi-modal MRI Images and Medical Foundation Model for Accurate and Automated Prostate Cancer Segmentation☆17Nov 18, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Transfer learning for iris segmentation and localization in NIR-ISL 2021☆26Jun 1, 2022Updated 3 years ago
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆28Dec 16, 2021Updated 4 years ago
- This repository provides a 3D implementation of DINOv2 for self-supervised pretraining on volumetric (3D) medical images using Lightly, M…☆53Apr 24, 2026Updated 3 weeks ago
- ☆70Jul 15, 2022Updated 3 years ago
- Solid Tumor Associative Modeling in Pathology☆119May 5, 2026Updated 2 weeks ago
- an efficient data integration method for multiple spatial transcriptomics data with non- cluster-relevant effects such as the complex batc…☆15Dec 15, 2025Updated 5 months ago
- Exploring Low-Rank Property in Multiple Instance Learning for Whole Slide Image Classification☆28Dec 17, 2024Updated last year