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[HTML][HTML] Early cancer detection using deep learning and medical imaging: A survey
Cancer, characterized by the uncontrolled division of abnormal cells that harm body tissues,
necessitates early detection for effective treatment. Medical imaging is crucial for identifying …
necessitates early detection for effective treatment. Medical imaging is crucial for identifying …
Advanced deep learning algorithms in oral cancer detection: Techniques and applications
D Wankhade, C Dhawale… - Journal of Environmental …, 2024 - Taylor & Francis
As the 16th most common cancer globally, oral cancer yearly accounts for some 355,000
new cases. This study underlines that an early diagnosis can improve the prognosis and cut …
new cases. This study underlines that an early diagnosis can improve the prognosis and cut …
A novel deep learning approach for accurate cancer type and subtype identification
Cancer is a disease where abnormal cells grow uncontrollably and spread to other body
parts. It can originate anywhere in the human body, which consists of trillions of cells. These …
parts. It can originate anywhere in the human body, which consists of trillions of cells. These …
RNN-CNN based cancer prediction model for gene expression
One of those illnesses that is most deadly to people is cancer. The only way to prevent any
harm to humanity is by its early discovery and treatment. Various types of tests are …
harm to humanity is by its early discovery and treatment. Various types of tests are …
Analysis of histopathological images for early diagnosis of oral squamous cell carcinoma by hybrid systems based on CNN fusion features
Oral squamous cell carcinoma (OSCC) is one of the deadliest and most common types of
cancer. The incidence of OSCC is increasing annually, which requires early diagnosis to …
cancer. The incidence of OSCC is increasing annually, which requires early diagnosis to …
Predicting biomechanical properties of additively manufactured polydopamine coated poly lactic acid bone plates using deep learning
Abstract Fused Filament Fabrication based bone plates lack mechanical strength, resulting
in premature failure. Biocompatible Polydopamine (PDM) coating forms covalent bonds with …
in premature failure. Biocompatible Polydopamine (PDM) coating forms covalent bonds with …
[HTML][HTML] A deep learning framework with an intermediate layer using the swarm intelligence optimizer for diagnosing oral squamous cell carcinoma
One of the most prevalent cancers is oral squamous cell carcinoma, and preventing mortality
from this disease primarily depends on early detection. Clinicians will greatly benefit from …
from this disease primarily depends on early detection. Clinicians will greatly benefit from …
CFI-Net: a choquet fuzzy integral based ensemble network with PSO-optimized fuzzy measures for diagnosing multiple skin diseases including Mpox
In the domain of medical diagnostics, precise identification of various skin and oral diseases
is vital for effective patient care. In particular, Mpox is a potentially dangerous viral disease …
is vital for effective patient care. In particular, Mpox is a potentially dangerous viral disease …
[HTML][HTML] Efficient Harris Hawk optimization (HHO)-based framework for accurate skin cancer prediction
The prediction of skin cancer poses a number of challenges due to the differences in visual
characteristics between melanoma, basal cell carcinomas, and squamous cell carcinomas …
characteristics between melanoma, basal cell carcinomas, and squamous cell carcinomas …
Supremacy of attention-based transformer in oral cancer classification using histopathology images
Oral cancer has emerged as one of the ubiquitous malignant tumors globally. Timely
detection and treatment reduces the mortality rate of oral cancer. This study utilizes a vision …
detection and treatment reduces the mortality rate of oral cancer. This study utilizes a vision …