Optimizing computer-aided diagnosis with cost-aware deep learning models

Charmi Patel; Yiyang Wang; Thiruvarangan Ramaraj; Roselyne Tchoua; Jacob Furst; Daniela Raicu

doi:10.1142/9789811286421_0009

Optimizing computer-aided diagnosis with cost-aware deep learning models

Charmi Patel
, Yiyang Wang
, Thiruvarangan Ramaraj
, Roselyne Tchoua
, Jacob Furst
, Daniela Raicu

DePaul University
Milwaukee School of Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Pacific Symposium on Biocomputing 2024, PSB 2024
Editors	Russ B. Altman, Lawrence Hunter, Marylyn D. Ritchie, Tiffany Murray, Teri E. Klein
Publisher	World Scientific
Pages	108-119
Number of pages	12
Edition	2024
ISBN (Electronic)	9789811286414
DOIs	https://doi.org/10.1142/9789811286421_0009
State	Published - 2024
Event	29th Pacific Symposium on Biocomputing, PSB 2024 - Kohala Coast, United States Duration: Jan 3 2024 → Jan 7 2024

Conference

Conference	29th Pacific Symposium on Biocomputing, PSB 2024
Country/Territory	United States
City	Kohala Coast
Period	1/3/24 → 1/7/24

ASJC Scopus Subject Areas

Biomedical Engineering
Computational Theory and Mathematics

Keywords

Convolutional neural network
Cost-sensitive activation function
Misclassification errors

Access to Document

10.1142/9789811286421_0009

Cite this

Optimizing computer-aided diagnosis with cost-aware deep learning models. / Patel, Charmi; Wang, Yiyang; Ramaraj, Thiruvarangan et al.
Pacific Symposium on Biocomputing 2024, PSB 2024. ed. / Russ B. Altman; Lawrence Hunter; Marylyn D. Ritchie; Tiffany Murray; Teri E. Klein. 2024. ed. World Scientific, 2024. p. 108-119.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Patel, C, Wang, Y, Ramaraj, T, Tchoua, R, Furst, J & Raicu, D 2024, Optimizing computer-aided diagnosis with cost-aware deep learning models. in RB Altman, L Hunter, MD Ritchie, T Murray & TE Klein (eds), Pacific Symposium on Biocomputing 2024, PSB 2024. 2024 edn, World Scientific, pp. 108-119, 29th Pacific Symposium on Biocomputing, PSB 2024, Kohala Coast, United States, 1/3/24. https://doi.org/10.1142/9789811286421_0009

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title = "Optimizing computer-aided diagnosis with cost-aware deep learning models",

keywords = "Convolutional neural network, Cost-sensitive activation function, Misclassification errors",

author = "Charmi Patel and Yiyang Wang and Thiruvarangan Ramaraj and Roselyne Tchoua and Jacob Furst and Daniela Raicu",

note = "Publisher Copyright: {\textcopyright} 2023 The Authors.; 29th Pacific Symposium on Biocomputing, PSB 2024 ; Conference date: 03-01-2024 Through 07-01-2024",

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doi = "10.1142/9789811286421\_0009",

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AU - Patel, Charmi

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AU - Furst, Jacob

AU - Raicu, Daniela

PY - 2024

Y1 - 2024

KW - Convolutional neural network

KW - Cost-sensitive activation function

KW - Misclassification errors

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M3 - Conference contribution

C2 - 38160273

AN - SCOPUS:85181416786

SP - 108

EP - 119

BT - Pacific Symposium on Biocomputing 2024, PSB 2024

A2 - Altman, Russ B.

A2 - Hunter, Lawrence

A2 - Ritchie, Marylyn D.

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Y2 - 3 January 2024 through 7 January 2024

ER -

Optimizing computer-aided diagnosis with cost-aware deep learning models

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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