Personalized Prediction of Patient Radiation Exposure for Therapy of Urolithiasis: An Application and Comparison of Six Machine Learning Algorithms.

Clemens Huettenbrink; Wolfgang Hitzl; Florian A. Distler; Jascha Ell; Josefin Ammon; Sascha Pahernik

doi:10.3390/jpm13040643

Personalized Prediction of Patient Radiation Exposure for Therapy of Urolithiasis: An Application and Comparison of Six Machine Learning Algorithms.

Clemens Huettenbrink (Co-author)
, Wolfgang Hitzl (Co-author)
, Florian A. Distler (Co-author)
, Jascha Ell
, Josefin Ammon (Co-author)
, Sascha Pahernik (Last author)

Research output: Contribution to journal › Original Article › peer-review

1 Citation (Web of Science)

Original language	English
Journal	JOURNAL OF PERSONALIZED MEDICINE
Volume	13
Issue number	4
DOIs	https://doi.org/10.3390/jpm13040643
Publication status	Published - 7 Apr 2023

Keywords

MANAGEMENT

Access to Document

10.3390/jpm13040643

Cite this

@article{6c895834f15a426bbf969bf60e3915b3,

title = "Personalized Prediction of Patient Radiation Exposure for Therapy of Urolithiasis: An Application and Comparison of Six Machine Learning Algorithms.",

keywords = "MANAGEMENT",

author = "Clemens Huettenbrink and Wolfgang Hitzl and Distler, \{Florian A.\} and Jascha Ell and Josefin Ammon and Sascha Pahernik",

note = "Huettenbrink, Distler, Ell, Pahernik: Department of Urology, Nuremberg General Hospital, Paracelsus Medical University, 90419 Nuremberg, Germany; Hitzl: Team Biostatistics and Publication of Clinical, Research and Innovation Management (RIM), Trial Studies, Paracelsus Medical University, 5020 Salzburg, Austria; Department of Ophthalmology and Optometry, Paracelsus Medical University Salzburg, 5020 Salzburg, Austria; Research Program Experimental Ophthalmology and Glaucoma Research, Paracelsus Medical University, 5020 Salzburg, Austria; Ammon: Institute of Medical Physics, Nuremberg General Hospital, Paracelsus Medical University, 90419 Nuremberg, Germany ",

year = "2023",

month = apr,

day = "7",

doi = "10.3390/jpm13040643",

language = "English",

volume = "13",

journal = "JOURNAL OF PERSONALIZED MEDICINE",

issn = "2075-4426",

publisher = "MDPI",

number = "4",

}

Personalized Prediction of Patient Radiation Exposure for Therapy of Urolithiasis: An Application and Comparison of Six Machine Learning Algorithms. / Huettenbrink, Clemens (Co-author); Hitzl, Wolfgang (Co-author); Distler, Florian A. (Co-author) et al.
In: JOURNAL OF PERSONALIZED MEDICINE, Vol. 13, No. 4, 07.04.2023.

Research output: Contribution to journal › Original Article › peer-review

TY - JOUR

T1 - Personalized Prediction of Patient Radiation Exposure for Therapy of Urolithiasis: An Application and Comparison of Six Machine Learning Algorithms.

AU - Huettenbrink, Clemens

AU - Hitzl, Wolfgang

AU - Distler, Florian A.

AU - Ell, Jascha

AU - Ammon, Josefin

AU - Pahernik, Sascha

N1 - Huettenbrink, Distler, Ell, Pahernik: Department of Urology, Nuremberg General Hospital, Paracelsus Medical University, 90419 Nuremberg, Germany; Hitzl: Team Biostatistics and Publication of Clinical, Research and Innovation Management (RIM), Trial Studies, Paracelsus Medical University, 5020 Salzburg, Austria; Department of Ophthalmology and Optometry, Paracelsus Medical University Salzburg, 5020 Salzburg, Austria; Research Program Experimental Ophthalmology and Glaucoma Research, Paracelsus Medical University, 5020 Salzburg, Austria; Ammon: Institute of Medical Physics, Nuremberg General Hospital, Paracelsus Medical University, 90419 Nuremberg, Germany

PY - 2023/4/7

Y1 - 2023/4/7

KW - MANAGEMENT

U2 - 10.3390/jpm13040643

DO - 10.3390/jpm13040643

M3 - Original Article

C2 - 37109029

SN - 2075-4426

VL - 13

JO - JOURNAL OF PERSONALIZED MEDICINE

JF - JOURNAL OF PERSONALIZED MEDICINE

IS - 4

ER -