Clinician Scientist for computational oncology / Resident in Gastroenterology at RWTH Aachen University
Joined September 2021
- Tweets 32
- Following 126
- Followers 69
- Likes 145
4 Photos and videos
25 Oct 2024
I love Claude 3.5. But, working in academia, I see some issues with release of new models under previous model's names. This makes clear communication challenging. {Metric} of Claude 3.5 Sonnet was X, {Metric} of Claude 3.5 Sonnet(new) was Y?
You can do better... @alexalbert__
23 Oct 2024
The new Claude 3.5 Sonnet is one of the best models I've ever used. We listened to the feedback on the old 3.5 Sonnet and worked to improve the new model in a number of ways.
Here are some of my favorite improvements:
1
168
15 Oct 2024
Exciting work! Very much in line with our work (arxiv.org/html/2407.18981v1). Prompt injection will be a serious threat in every LLM-medical device coming to market. Can't wait to use those devices, but they have to be robust against adversarial attacks.
@luke_lee_ai @jnkath
11 Oct 2024
🚨 Multi-agent systems are no longer safe from prompt injection!
In our paper, we introduce Prompt Infection—an infectious prompt injection attack that spreads like a virus across LLM agents, turning your multi-agent system into a network of compromised agents.
TL;DR:
1. One malicious email, PDF, or webpage can steal your data and cost you thousands of dollars.
2. Bigger models ≠Better security. More powerful LLMs, like GPT-4o, can actually be more vulnerable.
3. Imagine LLM town: a scenario where agents infect each other, leading to significant system failures.
4. We’ve explored solutions to mitigate this threat.
Paper: arxiv.org/abs/2410.07283
More on threads below 👇
4
203
30 Aug 2024
I can't wait!
30 Aug 2024
Save the date for 12-14 Nov 2025 (next year) in Berlin, Germany: The first @myESMO conference purely on AI and Digital Oncology 🤩 Very happy to organize this together with a large panel of experts. Mark your calendars! esmo.org/meeting-calendar/es…
@DKFZ @NCT_UCC_DD @NCT_HD @uniklinik_hd @AACR @ASCO @NatureMedicine @JCO_ASCO @NEJM_AI
2
257
20 Aug 2024
Listen to the science, and stop subsidizing actions. Federal state of germany funds this with 35.8 billion dollars per year, absolutely insane. Traffic sector is scoring a (very bad) first place. See you in climate court.
Der Bund fördert klimaschädliches Verhalten jedes Jahr mit 35,8 Mrd. € (24,8 Mrd. € nur im Verkehrssektor)! Hierdurch werden bis 2030 rund 156 Mio. T CO₂ erzeugt. Das ist doch total irre.
Alle klimaschädlichen Subventionen müssen auf den Prüfstand.
spiegel.de/auto/dienstwagen-…
2
4
803
3 Aug 2024
Increased intake of Manganese - a new way "to love your liver" ?(open.spotify.com/track/4bl2S…)
New research from the "Schneiderlab" @C_V_Schneider, led by Simon Schophaus and @ktc_phd published now in Liver International.
onlinelibrary.wiley.com/doi/…
3 Aug 2024
Excited to share our aMASLDing research on how machine learning uncovered dietary manganese might protect against hepatic steatosis. #LiverHealth #MASLD (1/10) @ktc_phd @KM_Schneider1 @JClusmann @DrLoomba @tom_luedde
onlinelibrary.wiley.com/doi/…
1
7
574
Jan Clusmann retweeted
31 Jul 2024
New research from @katherlab, led by @JClusmann : "Prompt Injection Attacks on Large Language Models in Oncology" arxiv.org/abs/2407.18981 We show that vision-language models in oncology can be attacked easily, creating malicious output which could harm patients.
@tudresden_de @NCT_UCC_DD @NCT_HD @EKFZdigital @DKFZ
2
12
43
2,476
Jan Clusmann retweeted
19 Jul 2024
New preprint from @katherlab: large language models for end-to-end clincial trial matching. Our system parses study protocols and patient records, and matches them. We evaluate thoroughly against human experts and find >90% correspondence. Led by @Dykex6 🤩 arxiv.org/abs/2407.13463
@NCT_UCC_DD @NCT_HD @DKFZ @DataScienceDKFZ @uniklinik_hd @myESMO CC @tompowles1 @NEJM_AI @Agrawal_Mri @alexia_zz @PepPamies
17
101
7,167
9 Jul 2024
The "Deutschlandticket" is an amazing effort to shift mobility to public transport. It works, it lowers social inequities, and we cannot afford to stop it. Plenty of other ways to save money (and CO2!), see below
8 Jul 2024
Das #Deutschlandticket sollte nicht teurer, sondern gĂĽnstiger werden. Einsparungspotenzial gebe es genĂĽgend.
Aber was weiß ich schon…
ALT Dienstwagenprivileg vs. Deutschlandticket Förderung des Bundes pro Jahr (in Euro): bis zu 5,5 Mrd. Dienstwagenprivileg 1,5 Mrd. Deutschlandticket Quelle: Allianz pro Schiene | 09/2023 | auf Basis von FÖS 2023 Lizenz: Nutzung frei für redaktionelle Zwecke unter Nennung der Allianz pro Schiene
2
113
29 Jun 2024
Thank you for the invitation! Was a great experience leading the AI workshop, together with @AlessioGerussi and @MamathaBhat3 Let's make AIH AI-ready ;)
@jnkath @BastianEngel
2
8
598
18 Jun 2024
Medical students in Dresden demonstrating for (at least some) pay during their 6th year internship is something that has to be supported! It reduces quality equality if MD students have to worry how to pay their rent and buy food, while working 40h ( studying!)
1
69
7 Jun 2024
Research in the era of AI session @EASLnews chaired by @C_V_Schneider and @jnkath with amazing talks by Isabella Wiest, Raquel PĂ©rez-LĂłpez and Stefano Caruso. Amazing talks, and highly relevant discussion. AI literacy is essential, as is scientific methodology / critical thinking
3
9
1,063
26 May 2024
Not even CDU-followers want to go back to burning oil for car engines. People are so much more willing to work towards climate neutrality than political parties think...
1
43
Jan Clusmann retweeted
17 May 2024
Finally out in @NEJM_AI 🤖, led by @Dykex6 from @katherlab: "GPT-4 for Information Retrieval and Comparison of Medical Oncology Guidelines". We've developed a RAG pipeline using the GPT-4 API to answer medical oncology questions based on guidelines. Previous studies have claimed that "large language models (LLMs) are not suited for oncology" -- but our data debunk these claims! Using RAG, LLMs are very good at medical decision-making in oncology -- as we show in a quantitative evaluation. There is still room for improvement, but LLMs RAG are the way to go ✨
Paper link: ai.nejm.org/doi/full/10.1056…
Free-access link: ai.nejm.org/stoken/default d…
@myESMO @ASCO @AACR @uniklinik_hd @Medizin_TUD @NCT_UCC_DD @NCT_HD @DataScienceDKFZ
2
53
174
20,555
25 Apr 2024
The science is clear, the law in place since 2019, climate protection is something all democratic parties and Most of DE agree on (to a certain level). It is concerning when a federal minister now creates fear in people instead of taking measures to reduce CO2 in traffic!
24 Apr 2024
1
2
118
16 Apr 2024
This is highly concerning and concerns all of us.
16 Apr 2024
Und da oben beim gelben Strich hat man in Deutschland - einem der Top 10 klimaschädlichsten Länder der Welt - befunden, es sei ein guter Zeitpunkt, das #Klimaschutzgesetz zur Unkenntlichkeit zu demontieren.
1
81
Jan Clusmann retweeted
9 Apr 2024
Ein historisches Urteil vom europäischen Gerichtshof! Wenn Regierungen Klimaschutz verschleppen, verletzen sie Menschenrechte.
Eine Zäsur für 1 europäischen Kontinent voller Staaten, die sich nicht an Klimaziele halten. Die Türen für weitere #Klimaklagen sind sperrangelweit auf.
814
419
2,448
140,544
Jan Clusmann retweeted
28 Feb 2024
Das ist eines der großartigsten Fakten-Feuerwerke, die ich je von einem deutschen Politiker gehört habe 👇👇👇 - Chapeau #Habeck 👍🎩👍!! #Söder und sein Blubblubblabla fachlich und sachlich maximal abgewatscht - an dessen Stelle hätte ich mit Schamröte die Bühne verlassen - @Söder setzen, 6- !! #AKW #Energiewende #Bundesregierung
28 Feb 2024
„Das Argument, das ein bisschen schwierig ist, ist, wenn man sagt, man ist für Atomkraft, aber Bayern ist das einzige Land, das sagt: Wir wissen schon, bevor die Prüfung weg ist, nicht bei uns ein Atommüllendlager. Muss halt jeder seine politische Glaubwürdigkeit überprüfen“
Habeck zu @Markus_Soeder
98
662
4,630
282,773
Jan Clusmann retweeted
12 Feb 2024
.@EKFZdigital @jnkath develop a regression-based #DeepLearning method to predict continuous biomarkers such as homologous repair deficiency score from cancer histopathology images
#CancerResearch @NatResCancer nature.com/articles/s41467-0…
7
18
6,647