Briefing Archive

Browse past healthcare AI briefings, with source-linked research, clinical practice, policy, and podcast insights.

Sunday, October 25, 2026

ML adaptive test reproduces PHQ‑8 and GAD‑7 scores with 2 items median. | 2026-10-25

Research & Evidence | ML adaptive test reproduces PHQ‑8 and GAD‑7 scores with 2 items median. Journal article (Journal of affective disorders): In a p...

Saturday, October 24, 2026

Machine‑learning score PROGRESS stratifies mCRPC risk using three routine labs. | 2026-10-24

Research & Evidence | Machine‑learning score PROGRESS stratifies mCRPC risk using three routine labs. Journal article (JCO clinical cancer informatics...

Friday, October 23, 2026

Healthcare AI Briefing, 2026-10-23

Research & Evidence | Survey of 524 health care professionals in the United States and United Kingdom finds AI use common but varies by role and count...

Thursday, October 22, 2026

Healthcare AI Briefing, 2026-10-22

Clinical Practice | Houston Methodist CMIO predicts 80% of discharge summaries will be AI‑generated in five years. Podcast from Healthcare AI Pioneers...

Wednesday, October 21, 2026

Healthcare AI Briefing, 2026-10-21

Diagnostics & Pathology | Multicenter privacy‑preserving data systems needed to advance precision dosing, with caution against indiscriminate pooling....

Monday, October 19, 2026

Retrospective IBD model flags future risk before diagnosis. | 2026-10-19

Diagnostics & Pathology | Retrospective IBD model flags future risk before diagnosis. Preprint: In a retrospective preprint, Mamba distinguished futur...

Sunday, October 18, 2026

Good AI knows when to stop, not just automate everything. | 2026-10-18

Operations & Workflow | Good AI knows when to stop, not just automate everything. Podcast from The Signal Room: As reported in the interview, the inte...

Saturday, October 17, 2026

AI tool boosts trial enrollment 84% in JAMA study. | 2026-10-17

Industry & Products | AI tool boosts trial enrollment 84% in JAMA study. Podcast from The Signal Room: The interview describes the prospective JAMA‑pu...

Friday, October 16, 2026

Healthcare AI Briefing, 2026-10-16

Clinical Practice | AI‑supported screening boosts diabetic retinopathy referral attendance in Tanzania. Journal article: In a randomised controlled tr...

Thursday, October 15, 2026

CAPTOR vision‑language model beats baselines in oncologic CAP CT classification. | 2026-10-15

Medical Imaging | CAPTOR vision‑language model beats baselines in oncologic CAP CT classification. Preprint: CAPTOR was trained on 25,512 multicenter...

Wednesday, October 14, 2026

Four AI levers could add ~$125k revenue per physician in specialty practices. | 2026-10-14

Industry & Products | Four AI levers could add ~$125k revenue per physician in specialty practices. Prosper AI studied call and claims data from more...

Tuesday, October 13, 2026

Healthcare AI Briefing, 2026-10-13

Clinical Practice | Interview: Staffing shortage spurred Baptist Health AI bot, halting help‑desk hires. Podcast from Lifers (Second Opinion): The int...

Monday, October 12, 2026

Healthcare AI Briefing, 2026-10-12

Clinical Practice | CP-enabled random forest improves sensitivity for SPMS classification versus Lorscheider criteria. Preprint: The CP-enabled random...

Sunday, October 11, 2026

Healthcare AI Briefing, 2026-10-11

Clinical Practice | Adversarial conversational AI associated with higher harmful‑decision rates among neurocritical‑care physicians. Preprint: In a pa...

Saturday, October 10, 2026

EHR‑derived ML AUROC 0.709 matches clinician VTE risk scores. | 2026-10-10

Operations & Workflow | EHR‑derived ML AUROC 0.709 matches clinician VTE risk scores. Preprint: In 577,904 admissions across five NHS hospitals, machi...

Friday, October 9, 2026

Healthcare AI Briefing, 2026-10-09

Diagnostics & Pathology | Six‑predictor random forest model improves lymph‑node metastasis prediction beyond tumor stage. Journal article: A multicent...

Thursday, October 8, 2026

Fusion MRI model yields internal AUC, lower external AUC for small HCC. | 2026-10-08

Medical Imaging | Fusion MRI model yields internal AUC, lower external AUC for small HCC. Journal article: In a multicenter cohort of 296 lesions (209...

Wednesday, October 7, 2026

Machine learning identifies seizure onset zone with 95% within-subject accuracy. | 2026-10-07

Diagnostics & Pathology | Machine learning identifies seizure onset zone with 95% within-subject accuracy. Journal article: We tested whether pHFO net...

Tuesday, October 6, 2026

Healthcare AI Briefing, 2026-10-06

Research & Evidence | Machine‑learning early warning score markedly improves mortality prediction in high‑risk patients. Preprint: A retrospective med...

Monday, October 5, 2026

Coagulation parameters boost SILC difficulty prediction in neural network model. | 2026-10-05

Research & Evidence | Coagulation parameters boost SILC difficulty prediction in neural network model. Journal article: In a retrospective single-cent...

Sunday, October 4, 2026

Healthcare AI Briefing, 2026-10-04

Clinical Practice | AI assistance linked to higher malignancy detection in nurse-led skin cancer screening. Preprint: In a real‑world evaluation of nu...

Saturday, October 3, 2026

AI‑detected mrEMVI links to lower 3‑year disease‑free survival in rectal cancer. | 2026-10-03

Diagnostics & Pathology | AI‑detected mrEMVI links to lower 3‑year disease‑free survival in rectal cancer. Journal article: In a multi‑center retrospe...

Friday, October 2, 2026

AI availability associated with lower TAT in trauma radiography and knee MRI. | 2026-10-02

Medical Imaging | AI availability associated with lower TAT in trauma radiography and knee MRI. Journal article: In a 20‑center outpatient radiology n...

Thursday, October 1, 2026

Healthcare AI Briefing, 2026-10-01

Medical Imaging | Aidoc CTPA pulmonary embolism model sensitivity 86.8% outperforms incidental model 73.5%. Preprint: In a retrospective study across...

Wednesday, September 30, 2026

Healthcare AI Briefing, 2026-09-30

Research & Evidence | Artificial intelligence-derived ECG-age identifies higher stroke risk in intermediate-risk atrial fibrillation. Journal article:...

Tuesday, September 29, 2026

AI use in insurance claims linked to $942 million extra spending over two years. | 2026-09-28

Operations & Workflow | AI use in insurance claims linked to $942 million extra spending over two years. An analysis by the Blue Cross Blue Shield Ass...

Sunday, September 27, 2026

Calibration model improves LDL‑C accuracy in split‑threshold panels. | 2026-09-27

Research & Evidence | Calibration model improves LDL‑C accuracy in split‑threshold panels. Journal article: In external validation, the regime-aware c...

Saturday, September 26, 2026

Healthcare AI Briefing, 2026-09-26

Diagnostics & Pathology | ADAPT-MS classifier distinguishes malignant from benign adnexal masses with AUC 0.835. Preprint: In a multicenter prospectiv...

Friday, September 25, 2026

Gemini 3 makes fewer histopathology misinterpretations than three peers. | 2026-09-25

Diagnostics & Pathology | Gemini 3 makes fewer histopathology misinterpretations than three peers. Preprint: Four general-purpose LLMs were evaluated...

Thursday, September 24, 2026

CIPHER shows promise for ICI-P risk assessment but needs prospective validation. | 2026-09-24

Medical Imaging | CIPHER shows promise for ICI-P risk assessment but needs prospective validation. Journal article: CIPHER, a CT-based deep learning m...

Wednesday, September 23, 2026

XGBoost predicts mortality in sepsis-induced coagulopathy. | 2026-09-23

Research & Evidence | XGBoost predicts mortality in sepsis-induced coagulopathy. Journal article: In a multicenter cohort study, the XGBoost model ach...

Tuesday, September 22, 2026

Healthcare AI Briefing, 2026-09-22

Industry & Products | Clinical knowledge-augmented AI boosts AML data abstraction accuracy to over 95%. In a UCHealth and Verily pilot using healthcar...

Monday, September 21, 2026

Healthcare AI Briefing, 2026-09-21

Medical Imaging | Machine learning failed to achieve actionable recurrence prediction for chronic subdural hematoma after surgery. Journal article: In...

Saturday, September 19, 2026

Healthcare AI Briefing, 2026-09-19

Research & Evidence | Interpretable ML model predicts 6‑month mortality in Taiwanese LTCFs using routine data. Journal article: The model, developed o...

Friday, September 18, 2026

Healthcare AI Briefing, 2026-09-18

Diagnostics & Pathology | STUART achieves high specificity and low read threshold for radiation triage via k-mer profiles. Preprint: STUART, a mapping...

Thursday, September 17, 2026

Generative AI use in health information shows learned dependency risks. | 2026-09-17

Clinical Practice | Generative AI use in health information shows learned dependency risks. Journal article: A randomized controlled trial found that...

Wednesday, September 16, 2026

Speaker says AI adoption stalls on alert ownership and data readiness. | 2026-09-16

Policy & Governance | Speaker says AI adoption stalls on alert ownership and data readiness. Podcast from The Signal Room: A speaker reports that afte...

Tuesday, September 15, 2026

Speaker says Inova spends 80% of AI effort configuring tools with low‑code UI. | 2026-09-15

Medical Imaging | Speaker says Inova spends 80% of AI effort configuring tools with low‑code UI. Podcast from Healthcare AI Pioneers: A speaker report...

Monday, September 14, 2026

Healthcare AI Briefing, 2026-09-14

Research & Evidence | NLP extraction found social risk factors across all 17 domains in 4,844 CVD patients. Preprint: Using a custom NLP algorithm to...

Sunday, September 13, 2026

Healthcare AI Briefing, 2026-09-13

Diagnostics & Pathology | Unsupervised machine learning of plasma proteomics reveals three ATTR‑CA subtypes with different survival risks. Journal art...

Saturday, September 12, 2026

Healthcare AI Briefing, 2026-09-12

Diagnostics & Pathology | Deep learning framework predicts rectal cancer pCR with internal AUC 0.92 and external AUC 0.85‑0.86. Journal article: In 53...

Friday, September 11, 2026

Healthcare AI Briefing, 2026-09-11

Medical Imaging | Deep learning segmentation model developed to improve emphysema quantification versus LAA-950. Journal article: A deep learning segm...

Thursday, September 10, 2026

Healthcare AI Briefing, 2026-09-10

Clinical Practice | Speaker criticizes reductionist AI view, stresses patient trust and diagnosis nuance. Podcast from Lifers (Second Opinion): The sp...

Wednesday, September 9, 2026

Governance prompt cuts missed atypical emergencies. | 2026-09-09

Policy & Governance | Governance prompt cuts missed atypical emergencies. Preprint: Across 76 subtle or atypical emergencies adjudicated by a blinded...

Tuesday, September 8, 2026

Multimodal retinal AI needs real-world endpoints beyond imaging accuracy. | 2026-09-08

Medical Imaging | Multimodal retinal AI needs real-world endpoints beyond imaging accuracy. Journal article: An editorial in International ophthalmolo...

Monday, September 7, 2026

Healthcare AI Briefing, 2026-09-07

Operations & Workflow | AI scribing useful in ambulatory and psychotherapy settings, limited in ICU and nursing notes. Podcast from Pop Health Podcast...

Sunday, September 6, 2026

Healthcare AI Briefing, 2026-09-06

Operations & Workflow | Garner Health plans to retain job families with engineers overseeing AI-written software. Podcast from Lifers (Second Opinion)...

Saturday, September 5, 2026

Healthcare AI Briefing, 2026-09-05

Industry & Products | Doctronic launches prescription-renewal pilot with partial physician oversight and system-level malpractice. Doctronic launched...

Friday, September 4, 2026

Healthcare AI Briefing, 2026-09-04

Operations & Workflow | AI scribe documentation quality trails human clinicians, raising malpractice concerns. Human graders scored primary care notes...

Thursday, September 3, 2026

Co-Annotator improved diagnostic efficiency for ophthalmology residents. | 2026-09-03

Diagnostics & Pathology | Co-Annotator improved diagnostic efficiency for ophthalmology residents. arXiv posted a preprint study of Co-Annotator with...

Wednesday, September 2, 2026

Healthcare AI Briefing, 2026-09-02

Operations & Workflow | Ambient documentation reduced clinician effort, after-hours time, and time spent in notes. The Healthcare AI Pioneers podcast...

Tuesday, September 1, 2026

AI oversight still lacks clear alert ownership and data readiness. | 2026-09-01

Policy & Governance | AI oversight still lacks clear alert ownership and data readiness. The Signal Room podcast reported that healthcare has spent fi...

Monday, August 31, 2026

Patient review exposes what automated visit summaries miss. | 2026-08-31

Clinical Practice | Patient review exposes what automated visit summaries miss. On Healthcare AI Pioneers, emergency-medicine clinicians said fewer th...

Sunday, August 30, 2026

Physicians want a share of AI productivity gains. | 2026-08-30

Clinical Practice | Physicians want a share of AI productivity gains. In Doximity's survey, 44% of physicians - and 50% of primary care physicians - s...

Saturday, August 29, 2026

Healthcare AI Briefing, 2026-08-29

Clinical Practice | A clinician‑built, AI‑assisted ePROM app showed high usability but independent review flagged 17 cases needing correction. Mean SU...

Monday, August 24, 2026

Healthcare AI Briefing, 2026-08-24

Industry & Products | Pharma marketers shift strategy toward answer engine optimization ahead of significant AI campaign budget allocations in 2027. I...

Sunday, August 23, 2026

Cleared devices rarely report patient outcomes. | 2026-08-23

Research & Evidence | Cleared devices rarely report patient outcomes. Of 1,357 FDA-cleared AI/ML-enabled medical devices, only three had published pro...

Saturday, August 22, 2026

Healthcare AI Briefing, 2026-08-22

Clinical Practice | A deployed sepsis AI system was associated with shorter stays and lower mortality. The NEJM AI Grand Rounds podcast reported that...

Friday, August 21, 2026

Healthcare AI Briefing, 2026-08-21

Clinical Practice | A CNN-based AI system achieved 95.9% accuracy in detecting H. pylori infection in atrophic gastritis. A retrospective multicenter...

Thursday, August 20, 2026

Healthcare AI Briefing, 2026-08-20

Industry & Products | Sanofi’s SWEL on AWS enables AI agents to design molecules and accelerate discovery. Sanofi’s SWEL, built on AWS Bedrock AgentCo...

Wednesday, August 19, 2026

Healthcare AI Briefing, 2026-08-19

Clinical Practice | Dr. Saria described how early warning models must learn signals prior to provider treatment initiation to avoid alerting after. Th...

Tuesday, August 18, 2026

Machine-speed AI agents require governance frameworks. | 2026-08-18

Policy & Governance | Machine-speed AI agents require governance frameworks. Unlike humans, agents operate continuously, work in parallel, and scale o...

Monday, August 17, 2026

AI extends nursing capacity when nurses shape design. | 2026-08-17

Clinical Practice | AI extends nursing capacity when nurses shape design. AI can extend nursing capacity across decision support, monitoring, and docu...