AI Generated Leaderboard of #ELCC25 KOL Influencers

Doctor Name & Image	Total Engagements	Total Impressions	Notable KOL Interactions	Influential Topics	Top Tweet Link
Noemi Reguart	301 (224 likes, 77 RTs)	18,101	@marinagarassino, @OncoAlert, @myESMO	MARIPOSA trial, EGFR+ NSCLC	View Tweet
Giannis Mountzios	145 (106 likes, 39 RTs)	6,986	@ZPiotrowskaMD, @APassaroMD	EGFR+ NSCLC treatment debates	View Tweet
Eric K. Singhi	148 (117 likes, 31 RTs)	32,860	@OncoAlert, @OncBrothers	MARIPOSA trial updates	View Tweet
Benjamin Besse	171 (131 likes, 40 RTs)	6,882	@OncoAlert, @myESMO	EGFR treatment strategies	View Tweet
Stephen V Liu	155 (120 likes, 35 RTs)	10,450	@PrelajArsela, @myESMO	MARIPOSA & LAURA trials	View Tweet
Jill Feldman	116 (90 likes, 26 RTs)	8,400	@EGFRResisters, @lungoncdoc	Patient advocacy, COCOON trial	View Tweet
Jarushka Naidoo	49 (40 likes, 9 RTs)	1,123	@BenjaminBesseMD, @myESMO	MARIPOSA, KRYSTAL-7 trials	View Tweet
Antonio Calles	89 (71 likes, 18 RTs)	5,491	@DrSanjayPopat, @OncoAlert	Subcutaneous pembrolizumab	View Tweet
Bartomeu Massuti	85 (56 likes, 29 RTs)	6,501	@myESMO, @OncoAlert	EGFR mutation landscape	View Tweet
Julien Mazieres	89 (71 likes, 18 RTs)	4,875	@OncoAlert, @myESMO	MARIPOSA trial toxicity	View Tweet

Doctor Name & Image	Total Engagements	Total Impressions	Notable KOL Interactions	Influential Topics	Top Tweet Link
Noemi Reguart	301 (224 likes, 77 RTs)	18,101	@marinagarassino, @OncoAlert, @myESMO	MARIPOSA trial, EGFR+ NSCLC	View Tweet
Giannis Mountzios	145 (106 likes, 39 RTs)	6,986	@ZPiotrowskaMD, @APassaroMD	EGFR+ NSCLC treatment debates	View Tweet
Eric K. Singhi	148 (117 likes, 31 RTs)	32,860	@OncoAlert, @OncBrothers	MARIPOSA trial updates	View Tweet
Benjamin Besse	171 (131 likes, 40 RTs)	6,882	@OncoAlert, @myESMO	EGFR treatment strategies	View Tweet
Stephen V Liu	155 (120 likes, 35 RTs)	10,450	@PrelajArsela, @myESMO	MARIPOSA & LAURA trials	View Tweet
Jill Feldman	116 (90 likes, 26 RTs)	8,400	@EGFRResisters, @lungoncdoc	Patient advocacy, COCOON trial	View Tweet
Jarushka Naidoo	49 (40 likes, 9 RTs)	1,123	@BenjaminBesseMD, @myESMO	MARIPOSA, KRYSTAL-7 trials	View Tweet
Antonio Calles	89 (71 likes, 18 RTs)	5,491	@DrSanjayPopat, @OncoAlert	Subcutaneous pembrolizumab	View Tweet
Bartomeu Massuti	85 (56 likes, 29 RTs)	6,501	@myESMO, @OncoAlert	EGFR mutation landscape	View Tweet
Julien Mazieres	89 (71 likes, 18 RTs)	4,875	@OncoAlert, @myESMO	MARIPOSA trial toxicity	View Tweet

Some of the most helpful use cases  of AI development include the rapid prototyping of data visualizations and the organization of large amounts of data. This is an example of a use case where I'd like to identify the Leaders of the recent European Lung Cancer Congress 2025, #ELCC25, and provide links to their top tweets with mentions of their notable topic of influence. For this demo, I used the KOL Pulse AI tool with advanced LLM interface.  I had some problems with my prompting, so I asked CHAT GPT (off the shelf) to help me out with a better prompt.

Data Sources: The KOL Pulse AI tool allows for a user to bookmark tweets and tag them based on KOL and topics.  These data are then organized in our database. 

AI Model: We use a custom KOL Pulse AI Wrapper optimized to KOL social media discussions to generate the output.

Here's the Prompt I used based on feedback from Chat GPT:

Please create an HTML table styled with a blue border and light blue background to present a NASCAR-style leaderboard for the top 10 doctors on X (formerly Twitter). Each row should include:

The doctor's name displayed above their X profile image.

The total engagements of their tweets.

The total impressions of their tweets.

Notable Key Opinion Leaders (KOLs) they engage with on X.

Their influential topics.

A hyperlink to their top tweet.

Ensure the table includes exactly 10 rows for the top 10 doctors and that the 'Total Engagements' column presents data in a clear and concise manner, avoiding clutter. The table should maintain a professional medical aesthetic

Here's the KOL Pulse AI generated Output of the #ELCC25 KOL Leaderboard

Doctor Name & Image	Total Engagements	Total Impressions	Notable KOL Interactions	Influential Topics	Top Tweet Link
Noemi Reguart	301 (224 likes, 77 RTs)	18,101	@marinagarassino, @OncoAlert, @myESMO	MARIPOSA trial, EGFR+ NSCLC	View Tweet
Giannis Mountzios	145 (106 likes, 39 RTs)	6,986	@ZPiotrowskaMD, @APassaroMD	EGFR+ NSCLC treatment debates	View Tweet
Eric K. Singhi	148 (117 likes, 31 RTs)	32,860	@OncoAlert, @OncBrothers	MARIPOSA trial updates	View Tweet
Benjamin Besse	171 (131 likes, 40 RTs)	6,882	@OncoAlert, @myESMO	EGFR treatment strategies	View Tweet
Stephen V Liu	155 (120 likes, 35 RTs)	10,450	@PrelajArsela, @myESMO	MARIPOSA & LAURA trials	View Tweet
Jill Feldman	116 (90 likes, 26 RTs)	8,400	@EGFRResisters, @lungoncdoc	Patient advocacy, COCOON trial	View Tweet
Jarushka Naidoo	49 (40 likes, 9 RTs)	1,123	@BenjaminBesseMD, @myESMO	MARIPOSA, KRYSTAL-7 trials	View Tweet
Antonio Calles	89 (71 likes, 18 RTs)	5,491	@DrSanjayPopat, @OncoAlert	Subcutaneous pembrolizumab	View Tweet
Bartomeu Massuti	85 (56 likes, 29 RTs)	6,501	@myESMO, @OncoAlert	EGFR mutation landscape	View Tweet
Julien Mazieres	89 (71 likes, 18 RTs)	4,875	@OncoAlert, @myESMO	MARIPOSA trial toxicity	View Tweet

Doctor Name & Image	Total Engagements	Total Impressions	Notable KOL Interactions	Influential Topics	Top Tweet Link
Noemi Reguart	301 (224 likes, 77 RTs)	18,101	@marinagarassino, @OncoAlert, @myESMO	MARIPOSA trial, EGFR+ NSCLC	View Tweet
Giannis Mountzios	145 (106 likes, 39 RTs)	6,986	@ZPiotrowskaMD, @APassaroMD	EGFR+ NSCLC treatment debates	View Tweet
Eric K. Singhi	148 (117 likes, 31 RTs)	32,860	@OncoAlert, @OncBrothers	MARIPOSA trial updates	View Tweet
Benjamin Besse	171 (131 likes, 40 RTs)	6,882	@OncoAlert, @myESMO	EGFR treatment strategies	View Tweet
Stephen V Liu	155 (120 likes, 35 RTs)	10,450	@PrelajArsela, @myESMO	MARIPOSA & LAURA trials	View Tweet
Jill Feldman	116 (90 likes, 26 RTs)	8,400	@EGFRResisters, @lungoncdoc	Patient advocacy, COCOON trial	View Tweet
Jarushka Naidoo	49 (40 likes, 9 RTs)	1,123	@BenjaminBesseMD, @myESMO	MARIPOSA, KRYSTAL-7 trials	View Tweet
Antonio Calles	89 (71 likes, 18 RTs)	5,491	@DrSanjayPopat, @OncoAlert	Subcutaneous pembrolizumab	View Tweet
Bartomeu Massuti	85 (56 likes, 29 RTs)	6,501	@myESMO, @OncoAlert	EGFR mutation landscape	View Tweet
Julien Mazieres	89 (71 likes, 18 RTs)	4,875	@OncoAlert, @myESMO	MARIPOSA trial toxicity	View Tweet

AI Generated Social Network Visualization of the MARIPOSA discussion at #ELCC25