Every week, another headline: AI matches or outperforms pathologists. 92% accuracy. 96% accuracy. In some studies, 98%. I read these with the same expression I get when a junior resident tells me a margin looks \"probably...
","url":"https://bellmedlabs.com/blog/f/beyond-the-glass-%7C-the-96%25-problem-in-pathology","title":"Beyond the Glass | The 96% Problem in Pathology","summary":"Every week, another headline: AI matches or outperforms pathologists. 92% accuracy. 96% accuracy. In some studies, 98%. I read these with the same expression I get when a junior resident tells me a margin looks \"probably...","date_modified":"2026-06-04T16:00:00Z"},{"id":"https://bellmedlabs.com/blog/f/beyond-the-glass-the-algorithm-outperformed-the-pathologist","html_content":"I've signed out enough cancer cases to know that the hardest part was never the summary.
","url":"https://bellmedlabs.com/blog/f/beyond-the-glass-the-algorithm-outperformed-the-pathologist","title":"Beyond the Glass: The Algorithm Outperformed the Pathologist","summary":"I've signed out enough cancer cases to know that the hardest part was never the summary.","date_modified":"2026-06-03T16:00:00Z"},{"id":"https://bellmedlabs.com/blog/f/amcas-2027-monthly-checklist-what-to-do-each-month","html_content":"Applying to medical school can feel overwhelming, but the process becomes much more manageable when you break it into monthly steps. This guide walks applicants through the current AMCAS cycle for students hoping to begin medical school in Fall 2027.
","url":"https://bellmedlabs.com/blog/f/amcas-2027-monthly-checklist-what-to-do-each-month","title":"AMCAS 2027 Monthly Checklist: What to Do Each Month","summary":"Applying to medical school can feel overwhelming, but the process becomes much more manageable when you break it into monthly steps. This guide walks applicants through the current AMCAS cycle for students hoping to begin medical school in Fall 2027.","date_modified":"2026-05-18T10:38:05Z"},{"id":"https://bellmedlabs.com/blog/f/avoidable-mortality-the-2026-commonwealth-fund-report","html_content":"The Commonwealth Fund's recent state-by-state work on health disparities and avoidable mortality is the kind of document that should sit on every clinical leader's desk. The headline finding, restated plainly: a substant...
","url":"https://bellmedlabs.com/blog/f/avoidable-mortality-the-2026-commonwealth-fund-report","title":"Avoidable Mortality: The 2026 Commonwealth Fund Report","summary":"The Commonwealth Fund's recent state-by-state work on health disparities and avoidable mortality is the kind of document that should sit on every clinical leader's desk. The headline finding, restated plainly: a substant...","date_modified":"2026-05-17T21:08:28Z"},{"id":"https://bellmedlabs.com/blog/f/preventive-care-saves-lives-what-the-lab-sees-when-screening-is","html_content":"From the pathology lab, the difference between a patient who was screened on schedule and a patient who wasn't is rarely subtle. It shows up in the tissue. A polyp removed at colonoscopy versus a colon resection for adva...
","url":"https://bellmedlabs.com/blog/f/preventive-care-saves-lives-what-the-lab-sees-when-screening-is","title":"Preventive Care Saves Lives: What the Lab Sees When Screening Is ","summary":"From the pathology lab, the difference between a patient who was screened on schedule and a patient who wasn't is rarely subtle. It shows up in the tissue. A polyp removed at colonoscopy versus a colon resection for adva...","date_modified":"2026-05-17T21:06:41Z"},{"id":"https://bellmedlabs.com/blog/f/why-workforce-diversity-improves-outcomes-the-evidence-behind-co","html_content":"When people describe \"workforce diversity\" in medicine, the conversation can drift toward abstractions. The empirical picture is more concrete: when patients can access clinicians who share aspects of their background, i...
","url":"https://bellmedlabs.com/blog/f/why-workforce-diversity-improves-outcomes-the-evidence-behind-co","title":"Why Workforce Diversity Improves Outcomes: The Evidence Behind Co","summary":"When people describe \"workforce diversity\" in medicine, the conversation can drift toward abstractions. The empirical picture is more concrete: when patients can access clinicians who share aspects of their background, i...","date_modified":"2026-05-17T21:05:46Z"},{"id":"https://bellmedlabs.com/blog/f/psa-screening-updated-what-the-latest-guidelines-mean-for-higher","html_content":"Screening guidelines for prostate cancer have been a moving target for two decades, and the evolution is finally settling into something more useful: risk-stratified recommendations that treat different patients differen...
","url":"https://bellmedlabs.com/blog/f/psa-screening-updated-what-the-latest-guidelines-mean-for-higher","title":"PSA Screening Updated: What the Latest Guidelines Mean for Higher","summary":"Screening guidelines for prostate cancer have been a moving target for two decades, and the evolution is finally settling into something more useful: risk-stratified recommendations that treat different patients differen...","date_modified":"2026-05-17T21:04:55Z"},{"id":"https://bellmedlabs.com/blog/f/knowing-your-numbers-a-preventative-health-checklist","html_content":"There's a phrase older clinicians used to repeat to patients: \"Know your numbers.\" It's still good advice. A preventative health practice isn't a mystery — it's a small, consistent set of measurements and screenings, rep...
","url":"https://bellmedlabs.com/blog/f/knowing-your-numbers-a-preventative-health-checklist","title":"Knowing Your Numbers: A Preventative Health Checklist","summary":"There's a phrase older clinicians used to repeat to patients: \"Know your numbers.\" It's still good advice. A preventative health practice isn't a mystery — it's a small, consistent set of measurements and screenings, rep...","date_modified":"2026-05-17T21:04:07Z"},{"id":"https://bellmedlabs.com/blog/f/meeting-people-where-they-are-community-based-health-programs-an","html_content":"The exam room isn't the only place where good medicine happens. Some of the most effective public-health work I've seen takes place in community spaces — barbershops, churches, community centers, salons — places where pe...
","url":"https://bellmedlabs.com/blog/f/meeting-people-where-they-are-community-based-health-programs-an","title":"Meeting People Where They Are: Community-Based Health Programs an","summary":"The exam room isn't the only place where good medicine happens. Some of the most effective public-health work I've seen takes place in community spaces — barbershops, churches, community centers, salons — places where pe...","date_modified":"2026-05-17T21:02:51Z"},{"id":"https://bellmedlabs.com/blog/f/coverage-access-and-outcomes-why-stable-primary-care-matters-f","html_content":"When people talk about \"health,\" they often mean a single doctor's visit or a single diagnosis. From the lab, I see something different: health is a long arc, and the most powerful predictor of how that arc unfolds isn't...
","url":"https://bellmedlabs.com/blog/f/coverage-access-and-outcomes-why-stable-primary-care-matters-f","title":"Coverage, Access, and Outcomes: Why Stable Primary Care Matters f","summary":"When people talk about \"health,\" they often mean a single doctor's visit or a single diagnosis. From the lab, I see something different: health is a long arc, and the most powerful predictor of how that arc unfolds isn't...","date_modified":"2026-05-17T21:01:39Z"},{"id":"https://bellmedlabs.com/blog/f/what-i-see-under-the-microscope-why-men-at-higher-risk-should-ta","html_content":"Every slide tells a story. When I look at prostate tissue under the microscope, I'm not just identifying cells — I'm reading the trajectory of a person's life. And too often, the story I see is one that could have been c...
","url":"https://bellmedlabs.com/blog/f/what-i-see-under-the-microscope-why-men-at-higher-risk-should-ta","title":"What I See Under the Microscope: Why Men at Higher Risk Should Ta","summary":"Every slide tells a story. When I look at prostate tissue under the microscope, I'm not just identifying cells — I'm reading the trajectory of a person's life. And too often, the story I see is one that could have been c...","date_modified":"2026-05-17T21:00:18Z"},{"id":"https://bellmedlabs.com/blog/f/colon-cancer-is-coming-for-us%E2%80%94unless-we-act-first","html_content":"Colon cancer isn't just a statistic—it's hitting Black men earlier, harder, and more aggressively than any other group.
","url":"https://bellmedlabs.com/blog/f/colon-cancer-is-coming-for-us%E2%80%94unless-we-act-first","title":"Colon Cancer Is Coming for Us—Unless We Act First","summary":"Colon cancer isn't just a statistic—it's hitting Black men earlier, harder, and more aggressively than any other group.","date_modified":"2026-04-17T23:59:59Z"}]}