Cover Image

Morphology-Aware Prognostic model for Five-Year Survival Prediction in Colorectal Cancer from H&E Whole Slide Images

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Sajjad, Usama, Akbar, Abdul Rehman, Su, Ziyu, Knight, Deborah, Frankel, Wendy L., Gurcan, Metin N., Chen, Wei, Niazi, Muhammad Khalid Khan
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

MorphDistill: Distilling Unified Morphological Knowledge from Pathology Foundation Models for Colorectal Cancer Survival Prediction
by: Khan, Hikmat, et al.
Published: (2026)

Streamline pathology foundation model by cross-magnification distillation
by: Su, Ziyu, et al.
Published: (2025)

Unified Multi-Foundation-Model Slide Representation for Pan-Cancer Recognition and Text-Guided Tumor Localization
by: Wang, Tianyang, et al.
Published: (2026)

Learning the Language of Histopathology Images reveals Prognostic Subgroups in Invasive Lung Adenocarcinoma Patients
by: Akbar, Abdul Rehman, et al.
Published: (2025)

Hyperparameter Optimization and Reproducibility in Deep Learning Model Training
by: Afzaal, Usman, et al.
Published: (2025)

Dino-NestedUNet: Unlocking Foundation Vision Encoders for Pathology Tumor Bulk Segmentation via Dense Decoding
by: Wang, Tianyang, et al.
Published: (2026)

Machine Learning-Based Analysis of Ebola Virus' Impact on Gene Expression in Nonhuman Primates
by: Rezapour, Mostafa, et al.
Published: (2024)

Computational Pathology for Accurate Prediction of Breast Cancer Recurrence: Development and Validation of a Deep Learning-based Tool
by: Su, Ziyu, et al.
Published: (2024)

Figure 3 from: Li Q, Haqnawaz M, Niazi AR, Khalid AN (2025) Phylogenetic studies on the genus Candolleomyces (Psathyrellaceae, Basidiomycota) occurring in the bed of the Indus River, Punjab, Pakistan, reveal three new species. MycoKeys 112: 165-182. https://doi.org/10.3897/mycokeys.112.141766
by: Li, Qirui, et al.
Published: (2025)

RANGER: Sparsely-Gated Mixture-of-Experts with Adaptive Retrieval Re-ranking for Pathology Report Generation
by: Chen, Yixin, et al.
Published: (2026)

HistoMet: A Pan-Cancer Deep Learning Framework for Prognostic Prediction of Metastatic Progression and Site Tropism from Primary Tumor Histopathology
by: Chen, Yixin, et al.
Published: (2026)

Pleurotus Species: An Integrated Approach to Ecological Bioremediation and Cultural Significance
by: Aneeqa Ghafoor, et al.
Published: (2026)

Melanoleuca lalsuhanraensis, a new species from Lal Suhanra National Park, Punjab, Pakistan
by: Humaira Elahi, et al.
Published: (2024)

Weakly Supervised Teacher-Student Framework with Progressive Pseudo-mask Refinement for Gland Segmentation
by: Khan, Hikmat, et al.
Published: (2026)

Transfer Learning and Machine Learning for Training Five Year Survival Prognostic Models in Early Breast Cancer
by: Pilgram, Lisa, et al.
Published: (2025)

PathoScribe: Transforming Pathology Data into a Living Library with a Unified LLM-Driven Framework for Semantic Retrieval and Clinical Integration
by: Akbar, Abdul Rehman, et al.
Published: (2026)

Beyond Detection: Designing AI-Resilient Assessments with Automated Feedback Tool to Foster Critical Thinking
by: Akbar, Muhammad Sajjad
Published: (2025)

processed data
by: Sajjad, Usama
Published: (2026)

Figure 10 from: Haqnawaz M, Khalid M, Li Q, Lu P, Bibi A, Naseer A, Afshan NulS, Rehman Niazi A, Khalid AN (2025) Morphology and multi-locus phylogeny reveal four new Candolleomyces (Psathyrellaceae) species from Pakistan. MycoKeys 121: 143-166. https://doi.org/10.3897/mycokeys.121.157282
by: Haqnawaz, Muhammad, et al.
Published: (2025)

Machiavellianism, Job Autonomy, and Counterproductive Work Behaviouramong Indian Managers
by: Usama Rehman
Published: (2018)

Predicting Neoadjuvant Chemotherapy Response in Triple-Negative Breast Cancer Using Pre-Treatment Histopathologic Images
by: Khan, Hikmat, et al.
Published: (2025)

Progressive Translation of H&E to IHC with Enhanced Structural Fidelity
by: Kang, Yuhang, et al.
Published: (2025)

Phylogenetic Reidentification of Calocybe indica to Macrocybe indica and New Records of Calocybe erminea in Pakistan
by: Fauzia Razzaq, et al.
Published: (2025)

Asproinocybe pakistanica sp. nov. and A. daleyae .: first representatives of the genus Asproinocybe from Pakistan
by: Muhammad Ali, et al.
Published: (2025)

Inferring Clinically Relevant Molecular Subtypes of Pancreatic Cancer from Routine Histopathology Using Deep Learning
by: Akbar, Abdul Rehman, et al.
Published: (2026)

Cluster-First Labelling: An Automated Pipeline for Segmentation and Morphological Clustering in Histology Whole Slide Images
by: Ahmad, Muhammad Haseeb, et al.
Published: (2026)

Cost‐Effectiveness of Routine Histopathological Analysis of Doughnuts after Colorectal Surgery Three‐Year Single‐Centre Experience
by: Masood Ur Rehman, et al.
Published: (2024)

Artificial Intelligence‐Assisted Whole Slide Image Analysis for Lymph Node Status Prediction in Early Colorectal and Gastric Cancer
by: Katsuro Ichimasa, et al.
Published: (2025)

Rupture of Didelphys Uterus and Coexistence of Intestinal Diverticulum in an 18 Years Old Primigravida: A Case Report
by: Asim Ali, et al.
Published: (2026)

MaxViT-UNet: Multi-Axis Attention for Medical Image Segmentation
by: Khan, Abdul Rehman, et al.
Published: (2023)

Inn at the Round Barn Farm : Waitsfield, Vermont
by: Knight, Wendy

A Short History of the School of Archaeology and Anthropology Celebrating the First 50 Years 1974–2024
by: David Frankel
Published: (2025)

Morphological Studies and Phylogenetic Analysis Unveil a New Species of Russula Subg. Heterophyllinae (Russulaceae, Russulales) from Pakistan
by: Muhammad Fiaz, et al.
Published: (2026)

SCMIL: Sparse Context-aware Multiple Instance Learning for Predicting Cancer Survival Probability Distribution in Whole Slide Images
by: Yang, Zekang, et al.
Published: (2024)

Multimodal Cross-Task Interaction for Survival Analysis in Whole Slide Pathological Images
by: Jiang, Songhan, et al.
Published: (2024)

Establishment and Validation of a Prognostic Nomogram for Predicting Postoperative Overall Survival in Advanced Stage III–IV Colorectal Cancer Patients
by: Pengwei Lou, et al.
Published: (2024)

Circulating Nucleic Acids in Colorectal Cancer: Diagnostic and Prognostic Value
by: Somayeh Igder, et al.
Published: (2024)

Less Is More: Risk Factors and Survival Outcomes of Overtreatment for Early‐Stage Colorectal Cancer
by: Daniel R. S. Habib, et al.
Published: (2025)

Region-Graph Optimal Transport Routing for Mixture-of-Experts Whole-Slide Image Classification
by: Tian, Xin, et al.
Published: (2026)

The galactic tooth-fairy and a cosmic bullet: Amateur discoveries and a call for further research
by: Niazi, Muhammad Shaheer
Published: (2023)