From a3add269273f9039db8f70dc2d3a10ddbf48f01f Mon Sep 17 00:00:00 2001 From: "J. Renken" Date: Wed, 29 Oct 2025 18:22:34 +0100 Subject: [PATCH] I <3 writing about my work --- document.pdf | Bin 63820 -> 84984 bytes document.tex | 5 ++--- title.tex | 4 +++- 3 files changed, 5 insertions(+), 4 deletions(-) diff --git a/document.pdf b/document.pdf index 9bbc82e43b7f64a695d11255ef91eef2132e9d11..268c691ded3bd9326aff04afbf6ba4198ea7b491 100644 GIT binary patch delta 81184 zcmZU)V{qV4&^4M3Hn#0#W7`{B8{4+|i*0k`WMkX5ZQFKo|Ie*k^*(RiZ>Q$dRQH_e z?sH})?!aDBA&|%wM8xQr=-FV%4{k1BU^wHE$N*M$PJVtECuc_!0~;9kwdg;!as!NT zo39Zcg3?)q4kUTFaUkLFrMQN_=u8ZEzA-NbY@Is6@{|{}&v*s8&6d4!8B=`qXRxDM zTJf=2uI*4_bNYWCSc$dzRBrb(;$(Ad zBXscC!{PGT!UyM4KhD%9XgdNKWw?rXP5q8DP)~27owe<-#>u%`vX{OUEh8c2u7ur*-I!H_55c zpRx)thFcZQ;;V>~(h+0>2s#77j8u?JcZ(Vs1uf-cEh+~~Pm*RH9Byd1xI#+FZ)MUI zWY1yJX9=iMMOyZ1#m3@?{f(67oir6`n`CIkM{tWY(NA+ax+r2N55pzl#>1^;w zHHZrDI!*d^k0iHR_}^R$CGXDr;QzLOtyzy7Q_CM{c=s_U6uWo42UA~QX@@bfHU9rH z{2#J2w1i>eB4Q-^9}tg80I+i~|L-Hvs68HY(E`7DOmhagHmk*~a3bnQCg>Wtp%W*n 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Institut für angewandte Medizininformatik abgeschlossen, welches zum Universitätsklinikum Hamburg Eppendorf gehört. Das UKE wurde gegründet in 1889 und Vernetzt Medizin, Forschung und Lehre. Angestellt sind 16.100 Mitarbeitende sowie 3.500 Studierende der Human- und Zahnmedizin sowie Hebammenwissenschaften \cite{ukeweb}. Das IAM besteht seit Anfang 2021 und zielt darauf Krankheitsbekämpfung zu verbessern indem sie Daten zusammenführen, Werkzeuge für Ärzt:innen sowie Forscher:innen zu entwickeln und komplexe Analysen zu vereinfachen. Das Team besteht aus etwa 100 Mitarbeitenden in fünf Forschungsgruppen welche sich mit den Gebieten der Bildverarbeitung, Onkologie, maschinellem Lernen, Sprachmodelle und Datenanalyse \cite{iamweb}. So entwickelte z.B. die IAM Fachgruppe \textit{Knowledge Integration in Precision Medicine} MONOCLE, um individualisierte Tumorbehandlungen zu vereinfachen indem das System Patientendaten aggregiert und in vorhandener Literatur filtert um passende Behandlungen zu finden \cite{riemann2025streamlining}. + Ich habe das Praktikum beim Institut für angewandte Medizininformatik abgeschlossen, welches zum Universitätsklinikum Hamburg Eppendorf gehört. Das UKE wurde gegründet in 1889 und Vernetzt Medizin, Forschung und Lehre. Angestellt sind 16.100 Angestellte sowie 3.500 Studierende der Human- und Zahnmedizin sowie Hebammenwissenschaften \cite{ukeweb}. Das IAM besteht seit Anfang 2021 und zielt darauf Krankheitsbekämpfung zu verbessern indem sie Daten zusammenführen, Werkzeuge für Ärzt:innen sowie Forscher:innen zu entwickeln und komplexe Analysen zu vereinfachen. Das Team besteht aus etwa 100 Angestellten in fünf Forschungsgruppen welche sich mit den Gebieten der Bildverarbeitung, Onkologie, maschinellem Lernen, Sprachmodelle und Datenanalyse \cite{iamweb}. So entwickelte z.B. die IAM Fachgruppe \textit{Knowledge Integration in Precision Medicine} MONOCLE, um individualisierte Tumorbehandlungen zu vereinfachen indem das System Patientendaten aggregiert und in vorhandener Literatur filtert um passende Behandlungen zu finden \cite{riemann2025streamlining}. %\section{Informationen zum Berufsbild} \section{Eigene Tätigkeiten} Meine Arbeit am IAM war ein Anschlussprojekt zu der Masterarbeit welche durch die derzeitige Masterandin der Fachgruppe verteidigt wurde. Oberthema der Masterarbeit war die Entwickelung der Lernplattform KiMed als eine Alternative zu den Crashkursen vor dem Medizinstudium welche trotzt ihres hohen nutzen wenig genutzt sind da sie wie reguläre Seminare und Lesungen am UKE gehalten werden, welche für teile der Neustudierenden schwer zu erreichen sind da sie möglicherweise noch nicht in der nähe vom UKE wohnen oder keine zeit haben. KiMed wurde entwickelt als eine Möglichkeit individualisiert Neustudierenden durch Multiple Choice Questions (MCQ) auf einen ähnlichen Wissensstandpunkt zu bringen. @@ -23,7 +22,7 @@ In meiner Arbeit übernahm ich das Konzept der graphbasierten LLM Generierung, jedoch um Medizinische MCQ (MMCQ) zu beantworten. Hierfür nutzte ich den MedMCQA Datensatz, dieser enthält ein große Anzahl an realistischen MMCQ über verschiedene Themen wie Mikrobiologie, Psychiatrie, Radiologie, Anatomie u. v. m. sowie die \glqq ground truth\grqq --- nicht objektiv Korrekt aber ein Vereinbarter wert --- durch welcher ein objektiver score berechnet werden kann, im Gegensatz zu KiMed welches den score durch weitere LLMs berechnete, somit keine ground truth besaß \cite{pmlr-v174-pal22a}. Das genutzte LLM war Qwen 2.5 14B Instruct 4bit da es eine gute Balance zwischen Performance und Antwortgenauigkeit darstellt \cite{yang2024qwen2technicalreport} \cite{qwen2.5}. - % TODO Own Work, Explain that I don't have the Thesis from Lilly, Cite your Model and DS (OOO well researched), Try more explantions (a German and PW teacher will grade this not one of the people on your papers) Scream AaAAaaaaaa + % TODO Own Work, Try more explantions (a German and PW teacher will grade this not one of the people on your papers) Scream AaAAaaaaaa \newpage \section{Anhang} \printbibliography[title=Referenzen] diff --git a/title.tex b/title.tex index 945fadf..86b5b36 100644 --- a/title.tex +++ b/title.tex @@ -2,15 +2,17 @@ \begin{titlepage} %Add image \begin{center} - \Huge{Praktikumsbericht}\\ + \Huge{\textbf{Praktikumsbericht}}\\ \end{center} {\large \begin{tabular}{l l} Name:& Jakob Renken\\ Klasse:& 10i\\ + Datum:& \today\\ Unterrichtsfach:& Politik-Wirtschaft\\ Fachlehrerin:& Imke Lunau\\ Betrieb:& UKE Institut für angewandte Medizininformatik\\ + Fachgruppe:& Knowledge Integration in Precision Medicine\\ Zeitraum:& 29.09.25 - 10.10.25 \end{tabular}} \end{titlepage} \ No newline at end of file