Machine Learning Models Cannot Replace Screening Colonoscopy for the Prediction of Advanced Colorectal Adenoma.

Georg Semmler; Sarah Wernly; Bernhard Wernly; Behrooz Mamandipoor; Sebastian Bachmayer; Lorenz Semmler; Elmar Aigner; Christian Datz; Venet Osmani

doi:10.3390/jpm11100981

Machine Learning Models Cannot Replace Screening Colonoscopy for the Prediction of Advanced Colorectal Adenoma.

Georg Semmler, Sarah Wernly, Bernhard Wernly (Co-author), Behrooz Mamandipoor, Sebastian Bachmayer, Lorenz Semmler, Elmar Aigner (Co-author), Christian Datz, Venet Osmani

Department of Internal Medicine II - Division of Cardiology
Department of Internal Medicine I- Division of Gastroenterology, Hepatology, Nephrology, Metabolism and Diabetologylog

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

8 Citations (Web of Science)

Original language	English
Journal	JOURNAL OF PERSONALIZED MEDICINE
Volume	11
Issue number	10
DOIs	https://doi.org/10.3390/jpm11100981
Publication status	Published - 2021

Keywords

BLOOD-TEST
CANCER
RISK
SEX
PREVALENCE
GUIDELINES
RATES

Access to Document

10.3390/jpm11100981

Cite this

@article{39457fc1261641e98dcf188ad9c8cc87,

title = "Machine Learning Models Cannot Replace Screening Colonoscopy for the Prediction of Advanced Colorectal Adenoma.",

keywords = "BLOOD-TEST, CANCER, RISK, SEX, PREVALENCE, GUIDELINES, RATES",

author = "Georg Semmler and Sarah Wernly and Bernhard Wernly and Behrooz Mamandipoor and Sebastian Bachmayer and Lorenz Semmler and Elmar Aigner and Christian Datz and Venet Osmani",

note = "Wernly: Second Department of Medicine, Paracelsus Medical University Salzburg, 5020 Salzburg, Austria; Aigner: First Department of Medicine, Paracelsus Medical University Salzburg, 5020 Salzburg, Austria; Lehr-KH: Department of Internal Medicine, General Hospital Oberndorf, Teaching Hospital of the Paracelsus Medical University Salzburg, 5020 Salzburg, Austria",

year = "2021",

doi = "10.3390/jpm11100981",

language = "English",

volume = "11",

journal = "JOURNAL OF PERSONALIZED MEDICINE",

issn = "2075-4426",

publisher = "MDPI",

number = "10",

}

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T1 - Machine Learning Models Cannot Replace Screening Colonoscopy for the Prediction of Advanced Colorectal Adenoma.

AU - Semmler, Georg

AU - Wernly, Sarah

AU - Wernly, Bernhard

AU - Mamandipoor, Behrooz

AU - Bachmayer, Sebastian

AU - Semmler, Lorenz

AU - Aigner, Elmar

AU - Datz, Christian

AU - Osmani, Venet

N1 - Wernly: Second Department of Medicine, Paracelsus Medical University Salzburg, 5020 Salzburg, Austria; Aigner: First Department of Medicine, Paracelsus Medical University Salzburg, 5020 Salzburg, Austria; Lehr-KH: Department of Internal Medicine, General Hospital Oberndorf, Teaching Hospital of the Paracelsus Medical University Salzburg, 5020 Salzburg, Austria

PY - 2021

Y1 - 2021

KW - BLOOD-TEST

KW - CANCER

KW - RISK

KW - SEX

KW - PREVALENCE

KW - GUIDELINES

KW - RATES

U2 - 10.3390/jpm11100981

DO - 10.3390/jpm11100981

M3 - Original Article

C2 - 34683122

SN - 2075-4426

VL - 11

JO - JOURNAL OF PERSONALIZED MEDICINE

JF - JOURNAL OF PERSONALIZED MEDICINE

IS - 10

ER -