Oncology

topic on 5 shows · 7 statements across 7 episodes

the Y Combinator Startup Podcast Latent Space No Priors Capital Allocators the MAD Podcast

7 statements about Oncology, every show

Bilgen: Starting in oncology would have made initial commercialization far harder
“Because if we started, I think, on the oncology side, it would have been far more difficult to achieve that initial successful commercialization that gave us more resources to be able to build, you know, new tests and improve the existing tests.”
Ozan Bilgen Apr 6, 2026 ▶ 13:42 BillionToOne Is Solving One of Biotech’s Hardest Problems · Y Combinator
LATENT SPACE Assertion Supported
Fortuna: Oncologists and cardiologists spend up to 60 minutes pre-reviewing charts
“In certain specialties like oncology or cardiology, before they go into the visit with the patient, they can often spend like 10 minutes or up 30 minutes or 60 minutes looking at the chart. They're going to look at labs and images and, you know, other data abo…”
Brendan Fortuna Jul 29, 2025 ▶ 13:34 ⚡️Using RFT to Build Clinical Superintelligence
NO PRIORS Disclosure
Koller: Insitro expands into metabolism and oncology due to standard-of-care data
“The other areas that we've gone into are metabolism and oncology, because again, those are areas where relevant, disease relevant data, That is high content, that is unbiased and truly informative about the disease state is collected quite abundantly as part o…”
Daphne Koller May 19, 2023 ▶ 21:04 No Priors Ep. 6 | With Daphne Koller from Insitro
CAPITAL ALLOCATORS Assertion Not checkable as stated
Futch says US drug pricing headwinds spare only oncology and orphan diseases
“Pricing headwinds in the U.S. That really applies to almost all therapeutic categories other than Orphan and oncology.”
Clark Futch Jun 1, 2020 ▶ 46:39 Clarke Futch – Healthcare Royalty Partners (First Meeting, EP.20)
CAPITAL ALLOCATORS Assertion Supported
Hynes: Roughly 40% of biopharma R&D is allocated to oncology
“About 40% of the Industries of R&D now is going to oncology.”
Jean Hynes Jan 14, 2019 ▶ 13:22 Jean Hynes – Inside Wellington Management (Capital Allocators, EP.82)
MAD Prediction Not checkable as stated
Hoffman: Oncology will see huge innovation in the next 20 years
“So the probably oncology is a place where we'll probably will see some innovation because there's a defined data set. There's, there are definitely some vendors today that have access to really good oncology data. So I expect that we'll see a lot of really gre…”
Auren Hoffman Nov 20, 2017 ▶ 15:31 Where Should Machines Go to Learn? // Auren Hoffman, SafeGraph (FirstMark's Data Driven)
MAD Assertion Partly supported
Oncology accounts for about 40% of pharma R&D spending
“So about 40% of all R&D spending from pharma is oncology based.”
Zach Weinberg Feb 18, 2015 ▶ 19:48 Zach Weinberg, Flatiron Health // Using Data to Cure Cancer // Data Driven NYC (FirstMark Capital)

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