Biomarkers in cancer detection, diagnosis, and prognosis

S Das, MK Dey, R Devireddy, MR Gartia - Sensors, 2023 - mdpi.com
Biomarkers are vital in healthcare as they provide valuable insights into disease diagnosis,
prognosis, treatment response, and personalized medicine. They serve as objective …

Harnessing artificial intelligence for prostate cancer management

L Zhu, J Pan, W Mou, L Deng, Y Zhu, Y Wang… - Cell Reports …, 2024 - cell.com
Prostate cancer (PCa) is a common malignancy in males. The pathology review of PCa is
crucial for clinical decision-making, but traditional pathology review is labor intensive and …

Humans inherit artificial intelligence biases

L Vicente, H Matute - Scientific Reports, 2023 - nature.com
Artificial intelligence recommendations are sometimes erroneous and biased. In our
research, we hypothesized that people who perform a (simulated) medical diagnostic task …

[HTML][HTML] The explainability paradox: Challenges for xAI in digital pathology

T Evans, CO Retzlaff, C Geißler, M Kargl… - Future Generation …, 2022 - Elsevier
The increasing prevalence of digitised workflows in diagnostic pathology opens the door to
life-saving applications of artificial intelligence (AI). Explainability is identified as a critical …

Prostate cancer therapy personalization via multi-modal deep learning on randomized phase III clinical trials

A Esteva, J Feng, D van der Wal, SC Huang… - NPJ digital …, 2022 - nature.com
Prostate cancer is the most frequent cancer in men and a leading cause of cancer death.
Determining a patient's optimal therapy is a challenge, where oncologists must select a …

Prostate cancer risk stratification via nondestructive 3D pathology with deep learning–assisted gland analysis

W Xie, NP Reder, C Koyuncu, P Leo, S Hawley… - Cancer research, 2022 - AACR
Prostate cancer treatment planning is largely dependent upon examination of core-needle
biopsies. The microscopic architecture of the prostate glands forms the basis for prognostic …

[PDF][PDF] The Ten Commandments of Ethical Medical AI.

H Müller, MT Mayrhofer, EB Van Veen, A Holzinger - Computer, 2021 - academia.edu
ARTIFICIAL INTELLIGENCE/MACHINE LEARNING achieving human-level competence at
solving tasks across many domains in medicine. AI solutions based on deep learning have …

Deep learning models for histologic grading of breast cancer and association with disease prognosis

R Jaroensri, E Wulczyn, N Hegde, T Brown… - NPJ Breast …, 2022 - nature.com
Histologic grading of breast cancer involves review and scoring of three well-established
morphologic features: mitotic count, nuclear pleomorphism, and tubule formation. Taken …

Artificial intelligence-enabled prostate cancer diagnosis and prognosis: current state and future implications

S Satturwar, AV Parwani - Advances in Anatomic Pathology, 2024 - journals.lww.com
In this modern era of digital pathology, artificial intelligence (AI)-based diagnostics for
prostate cancer has become a hot topic. Multiple retrospective studies have demonstrated …

Artificial intelligence in pathologic diagnosis, prognosis and prediction of prostate cancer

M Zhu, R Sali, F Baba, H Khasawneh… - American Journal of …, 2024 - pmc.ncbi.nlm.nih.gov
Histopathology, which is the gold-standard for prostate cancer diagnosis, faces significant
challenges. With prostate cancer ranking among the most common cancers in the United …