Talha Qaiser
3 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Research topics
Artificial Intelligence
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Machine Learning
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(3)
Deep Learning
(2)
Learning Types · Deep Learning
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Learning Types · Machine Learning
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Computer Vision
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Healthcare & Medicine
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Natural Language Processing
(1)
Architectures
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Clinical
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Core Methods
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Domain-Specific
(1)
Models
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Resources & Methods
(1)
Keywords
zero-shot learning
(1)
medical imaging
(1)
weakly supervised learning
(1)
multimodal learning
(1)
deep learning
(1)
synthetic data generation
(1)
diffusion model
(1)
synthetic data
(1)
vision-language model
(1)
vision-language pre-training
(1)
multimodal fusion
(1)
zero-shot classification
(1)
histology image
(1)
attention map
(1)
chest x-ray
(1)
survival prediction
(1)
radiology report
(1)
medical image understanding
(1)
pathology report
(1)
cancer survival prediction
(1)
Papers
Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data?
ACL 2025
PS3: A Multimodal Transformer Integrating Pathology Reports with Histology Images and Biological Pathways for Cancer Survival Prediction
ICCV 2025
Interpretable histopathology-based prediction of disease relevant features in Inflammatory Bowel Disease biopsies using weakly-supervised deep learning
MIDL 2023