Pathology

Latest AI and machine learning research in pathology for healthcare professionals.

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3T MR-guided in-bore transperineal prostate biopsy: A comparison of robotic and manual needle-guidance templates.

PURPOSE: To demonstrate the utility of a robotic needle-guidance template device as compared to a ma...

Sep 2014 25263213
A novel robotic platform for laser-assisted transurethral surgery of the prostate.

Benign prostatic hyperplasia (BPH) is the most common pathology afflicting ageing men. The gold stan...

Sep 2014 25248176
Immediate repair of an incompletely transected obturator nerve during robotic-assisted pelvic lymphadenectomy.

Intraoperative injury of the obturator nerve may occur in gynecologic oncologic procedures when exte...

Sep 2014 25218992
Computer-aided diagnosis of malignant mammograms using Zernike moments and SVM.

This work is directed toward the development of a computer-aided diagnosis (CAD) system to detect ab...

Jul 2014 25005867
A data-driven approach to prostate cancer detection from dynamic contrast enhanced MRI.

Magnetic resonance imaging (MRI), particularly dynamic contrast enhanced (DCE) imaging, has shown gr...

Jul 2014 25060941
A multiresolution clinical decision support system based on fractal model design for classification of histological brain tumours.

Tissue texture is known to exhibit a heterogeneous or non-stationary nature; therefore using a singl...

Jun 2014 24962336
A multistaged automatic restoration of noisy microscopy cell images.

Automated cell segmentation for microscopy cell images has recently become an initial step for furth...

Feb 2014 25291801
Candidate Molecular Subtypes of Cognitive Resilience in Alzheimers Disease: A Multi-Cohort Machine Learning and Neuroimaging Study

Background: Cognitive resilience (CR) in Alzheimers disease (AD) refers to preserved cognitive funct...

The nascent transcriptome delineates the regulatory landscape in human health and disease

Transcriptional regulatory elements (TREs) orchestrate gene expression programs fundamental to cellu...

SHERLOC: An interpretable deep learning model for longitudinal circulating tumor DNA data in survival analysis

Longitudinal circulating tumor DNA (ctDNA) measurements offer a noninvasive means to monitor treatme...

Advancing Wood Identification in the Philippines: Utilizing the Xylorix Platform for Efficient AI Model Development and Deployment for Five Key Species

Illegal logging and timber trade continue to pose significant challenges in the Philippines, where a...

Exploring the Design Space of Reward Backpropagation for Flow Matching

Aligning text-to-image flow matching models with human preferences via direct reward backpropagation...

LargeMonitor: Monitoring Online Task-Free Continual Learning via Large Pretrained Models

Online task-free continual learning (TFCL) requires intelligent agents to sequentially accumulate kn...

Querying Counterfactuals on Tissue Graphs with Supervised Disentanglement

\textit{Tissue graph counterfactuals} ask how a cell's expression would change under altered spatial...

Stain-Aware Wavelet Regularization for Instant Adversarial Purification in Histopathology

Deep learning has become prevalent in computational pathology pipelines that support tasks such as c...

Beyond Injection Detection: A Positive-Security Prompt Firewall that Closes the Scope and PHI Gap SOTA Classifiers Miss in Healthcare

Large language models embedded in autonomous agents process trusted instructions and untrusted data ...

Compositional and interpretable representation of histology using AI foundation models and sparse autoencoders

Light microscopy of tissue sections stained with hematoxylin and eosin (H&E) has been the foundation...

Unified Safe In-context Image Generation in Multimodal Diffusion Transformers via Restricting Unsafe Information Flows

Diffusion transformers (DiTs) equipped with multimodal attention (MM-Attn) have become a dominant pa...

DaX: Learning General Pathology Representations Across Scales

Computational pathology requires visual representations that transfer across diverse clinical endpoi...

STREAM: Stochastic Riemannian Flow Matching with Anisotropic Decoder for Digital Histopathology Image Generation

Synthetic histopathology image generation addresses critical challenges in computational pathology, ...

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