Quick Navigation

Overview Topics Abstract Importance Paper Tools References Reactions Discussion Publication Related

Topics

Variational Hybrid Quantum Algorithms Quantum Machine Learning Quantum Chemistry Entanglement Theory Quantum Correlations

Modified quantum dilated convolutional neural network for cancer prediction using gene expression data.

PubMed
Authors: N M, R K, V D, S S

Year

2026

Paper ID

9668

Status

Peer-reviewed

Abstract Read

~2 min

Abstract Words

96

Citations

1

Abstract

This paper proposes a modified Quantum Dilated Convolutional neural network (QDCNN) to detect cancer using gene expression data. Primarily, the input gene expression data is taken from a specified dataset. Then, data transformation is done using Adaptive Box-Cox transformation and feature fusion is done by a Deep Neural Network (DNN) with Kulczynski. The refined features are then fed into the modified QDCNN, which effectively predicts cancer. The modified QDCNN attains an accuracy of 90.6%, a True Positive Rate (TPR) of 89.0%, False Negative Rate (FNR) of 0.109, and a Matthews correlation coefficient (MCC) of 89.9% when using the PANCAN dataset.

Why This Paper Matters

  • This paper contributes to the Quantum Machine Learning research area in the Quantum Articles archive.
  • It adds a 2026 reference point for readers tracking recent quantum research.
  • This paper proposes a modified Quantum Dilated Convolutional neural network (QDCNN) to detect cancer using gene expression data.

Paper Tools

Become a member to use research tools

Sign in to open papers, visit source links, share, cite, compare, copy DOI links, request category corrections, and build your reading list.

Become a member Sign in
Publisher Share Cite This Paper Copy URL Compare Copy DOI Add to Reading List Category Correction Request

References & Citation Signals

[1] DOI https://doi.org/10.1080/10255842.2025.2502816 [2] Publisher https://pubmed.ncbi.nlm.nih.gov/40392618/

Local Citation Graph (Related-Paper Links)

Current Paper #9668 #68993 Tomography of quantum states wi... #68978 Repair Before Veto, When Repair... #69042 Simultaneous Fragment Docking f... #69037 Spin dynamics and ortho-para co...

External citation index: OpenAlex citation signal • updated 2026-06-13 22:50:41

Community Reactions

Quick sentiment from readers on this paper.

Score: 0
Likes: 0 Dislikes: 0

Sign in to react to this paper.

Discussion & Reviews (Moderated)

Average Rating: 0.0 / 5 (0 ratings)

No written reviews yet.