Pancreatic cancer: pathogenesis, screening, diagnosis, and treatment
Pancreatic ductal adenocarcinoma (PDAC) is a clinically challenging cancer, due to both its
late stage at diagnosis and its resistance to chemotherapy. However, recent advances in our …
late stage at diagnosis and its resistance to chemotherapy. However, recent advances in our …
A review of deep learning in medical imaging: Imaging traits, technology trends, case studies with progress highlights, and future promises
SK Zhou, H Greenspan, C Davatzikos… - Proceedings of the …, 2021 - ieeexplore.ieee.org
Since its renaissance, deep learning has been widely used in various medical imaging tasks
and has achieved remarkable success in many medical imaging applications, thereby …
and has achieved remarkable success in many medical imaging applications, thereby …
Recent advancement in cancer diagnosis using machine learning and deep learning techniques: A comprehensive review
D Painuli, S Bhardwaj - Computers in Biology and Medicine, 2022 - Elsevier
Being a second most cause of mortality worldwide, cancer has been identified as a perilous
disease for human beings, where advance stage diagnosis may not help much in …
disease for human beings, where advance stage diagnosis may not help much in …
[HTML][HTML] Artificial intelligence and early detection of pancreatic cancer: 2020 summative review
Despite considerable research efforts, pancreatic cancer is associated with a dire prognosis
and a 5-year survival rate of only 10%. Early symptoms of the disease are mostly …
and a 5-year survival rate of only 10%. Early symptoms of the disease are mostly …
Deep learning to distinguish pancreatic cancer tissue from non-cancerous pancreatic tissue: a retrospective study with cross-racial external validation
Background The diagnostic performance of CT for pancreatic cancer is interpreter-
dependent, and approximately 40% of tumours smaller than 2 cm evade detection …
dependent, and approximately 40% of tumours smaller than 2 cm evade detection …
Radiomics improves cancer screening and early detection
RJ Gillies, MB Schabath - Cancer Epidemiology, Biomarkers & Prevention, 2020 - AACR
Imaging is a key technology in the early detection of cancers, including X-ray
mammography, low-dose CT for lung cancer, or optical imaging for skin, esophageal, or …
mammography, low-dose CT for lung cancer, or optical imaging for skin, esophageal, or …
Integrating a microRNA signature as a liquid biopsy-based tool for the early diagnosis and prediction of potential therapeutic targets in pancreatic cancer
W Shi, T Wartmann, S Accuffi, S Al-Madhi… - British Journal of …, 2024 - nature.com
Introduction Pancreatic cancer is a highly aggressive cancer, and early diagnosis
significantly improves patient prognosis due to the early implementation of curative-intent …
significantly improves patient prognosis due to the early implementation of curative-intent …
Using quantitative imaging for personalized medicine in pancreatic cancer: a review of radiomics and deep learning applications
Simple Summary With a five-year survival rate of only 3% for the majority of patients,
pancreatic cancer is a global healthcare challenge. Radiomics and deep learning, two novel …
pancreatic cancer is a global healthcare challenge. Radiomics and deep learning, two novel …
Devil is in the queries: advancing mask transformers for real-world medical image segmentation and out-of-distribution localization
Real-world medical image segmentation has tremendous long-tailed complexity of objects,
among which tail conditions correlate with relatively rare diseases and are clinically …
among which tail conditions correlate with relatively rare diseases and are clinically …
Artificial intelligence-driven diagnosis of pancreatic cancer
BS Hameed, UM Krishnan - Cancers, 2022 - mdpi.com
Simple Summary Pancreatic cancer poses a grave threat to mankind, due to its poor
prognosis and aggressive nature. An accurate diagnosis is critical for implementing a …
prognosis and aggressive nature. An accurate diagnosis is critical for implementing a …